#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/waveform-5000,bayes,cat,1,3989,999,1,1,82.38,79.21,1.02,99.38 t2z/waveform-5000,j48,cat,1,3989,999,1,1,77.08,84.59,16.50,84.04 t2z/waveform-5000,nbk,cat,1,3989,999,1,1,82.18,79.60,1.01,99.38 t2z/waveform-5000,oneR,cat,1,3989,999,1,1,55.46,57.78,52.05,70.03 t2z/waveform-5000,bayes,cat,1,3988,1000,1,2,78.70,77.20,1.04,99.33 t2z/waveform-5000,j48,cat,1,3988,1000,1,2,76.30,81.79,10.31,89.51 t2z/waveform-5000,nbk,cat,1,3988,1000,1,2,78.50,77.34,1.02,99.33 t2z/waveform-5000,oneR,cat,1,3988,1000,1,2,50.70,52.87,54.43,68.15 t2z/waveform-5000,bayes,cat,1,3988,1000,1,3,79.40,81.52,2.25,98.77 t2z/waveform-5000,j48,cat,1,3988,1000,1,3,77.10,90.20,14.68,86.13 t2z/waveform-5000,nbk,cat,1,3988,1000,1,3,78.60,81.52,2.30,98.77 t2z/waveform-5000,oneR,cat,1,3988,1000,1,3,53.40,58.10,57.45,63.76 t2z/waveform-5000,bayes,cat,1,3988,1000,1,4,80.80,80.87,1.16,99.33 t2z/waveform-5000,j48,cat,1,3988,1000,1,4,76.40,84.16,14.29,87.03 t2z/waveform-5000,nbk,cat,1,3988,1000,1,4,80.60,81.10,1.18,99.33 t2z/waveform-5000,oneR,cat,1,3988,1000,1,4,55.60,57.35,58.62,70.07 t2z/waveform-5000,bayes,cat,1,3999,989,1,5,79.17,80.37,2.41,98.71 t2z/waveform-5000,j48,cat,1,3999,989,1,5,73.51,84.15,21.09,79.40 t2z/waveform-5000,nbk,cat,1,3999,989,1,5,78.46,80.97,4.14,97.73 t2z/waveform-5000,oneR,cat,1,3999,989,1,5,54.50,57.44,62.25,67.25 t2z/waveform-5000,bayes,cat,1,3983,999,2,1,81.88,83.38,3.12,98.08 t2z/waveform-5000,j48,cat,1,3983,999,2,1,78.18,89.08,17.94,82.41 t2z/waveform-5000,nbk,cat,1,3983,999,2,1,81.88,84.07,3.12,98.08 t2z/waveform-5000,oneR,cat,1,3983,999,2,1,54.65,60.49,55.25,66.22 t2z/waveform-5000,bayes,cat,1,3982,1000,2,2,77.80,75.31,1.17,99.34 t2z/waveform-5000,j48,cat,1,3982,1000,2,2,74.10,83.33,18.18,80.42 t2z/waveform-5000,nbk,cat,1,3982,1000,2,2,77.40,75.89,1.16,99.34 t2z/waveform-5000,oneR,cat,1,3982,1000,2,2,53.30,54.29,50.31,69.85 t2z/waveform-5000,bayes,cat,1,3982,1000,2,3,79.80,79.28,1.63,99.04 t2z/waveform-5000,j48,cat,1,3982,1000,2,3,74.80,87.19,18.18,80.86 t2z/waveform-5000,nbk,cat,1,3982,1000,2,3,79.60,79.84,2.67,98.41 t2z/waveform-5000,oneR,cat,1,3982,1000,2,3,53.90,57.70,57.14,64.75 t2z/waveform-5000,bayes,cat,1,3982,1000,2,4,80.30,81.22,0.57,99.68 t2z/waveform-5000,j48,cat,1,3982,1000,2,4,77.30,84.77,13.43,87.07 t2z/waveform-5000,nbk,cat,1,3982,1000,2,4,80.50,81.32,0.56,99.68 t2z/waveform-5000,oneR,cat,1,3982,1000,2,4,54.40,57.86,52.11,59.34 t2z/waveform-5000,bayes,cat,1,3999,983,2,5,79.15,78.34,1.15,99.36 t2z/waveform-5000,j48,cat,1,3999,983,2,5,73.75,81.76,16.84,83.95 t2z/waveform-5000,nbk,cat,1,3999,983,2,5,79.55,79.24,1.68,99.05 t2z/waveform-5000,oneR,cat,1,3999,983,2,5,55.14,58.52,46.67,77.17 t2z/waveform-5000,bayes,cat,1,3992,999,3,1,82.28,82.12,2.39,98.45 t2z/waveform-5000,j48,cat,1,3992,999,3,1,76.28,85.15,13.95,86.00 t2z/waveform-5000,nbk,cat,1,3992,999,3,1,82.68,82.86,1.91,98.76 t2z/waveform-5000,oneR,cat,1,3992,999,3,1,55.06,58.89,49.69,72.35 t2z/waveform-5000,bayes,cat,1,3991,1000,3,2,79.20,80.78,0.62,99.70 t2z/waveform-5000,j48,cat,1,3991,1000,3,2,75.20,84.14,17.20,84.42 t2z/waveform-5000,nbk,cat,1,3991,1000,3,2,79.40,81.89,1.19,99.40 t2z/waveform-5000,oneR,cat,1,3991,1000,3,2,54.30,59.17,54.75,67.11 t2z/waveform-5000,bayes,cat,1,3991,1000,3,3,80.20,77.66,1.66,99.01 t2z/waveform-5000,j48,cat,1,3991,1000,3,3,74.50,85.17,15.54,84.30 t2z/waveform-5000,nbk,cat,1,3991,1000,3,3,80.40,78.27,1.64,99.01 t2z/waveform-5000,oneR,cat,1,3991,1000,3,3,57.10,57.52,50.90,69.64 t2z/waveform-5000,bayes,cat,1,3991,1000,3,4,79.90,79.51,1.60,98.98 t2z/waveform-5000,j48,cat,1,3991,1000,3,4,74.10,83.16,14.97,84.34 t2z/waveform-5000,nbk,cat,1,3991,1000,3,4,80.10,80.00,2.12,98.65 t2z/waveform-5000,oneR,cat,1,3991,1000,3,4,53.70,55.52,54.93,71.00 t2z/waveform-5000,bayes,cat,1,3999,992,3,5,78.83,79.69,1.16,99.35 t2z/waveform-5000,j48,cat,1,3999,992,3,5,74.09,83.44,14.60,86.30 t2z/waveform-5000,nbk,cat,1,3999,992,3,5,78.43,78.76,2.33,98.70 t2z/waveform-5000,oneR,cat,1,3999,992,3,5,54.33,57.14,55.30,74.02 t2z/waveform-5000,bayes,cat,1,3989,999,4,1,79.28,76.41,2.16,98.73 t2z/waveform-5000,j48,cat,1,3989,999,4,1,76.78,82.80,13.80,86.38 t2z/waveform-5000,nbk,cat,1,3989,999,4,1,79.48,77.42,2.14,98.73 t2z/waveform-5000,oneR,cat,1,3989,999,4,1,53.35,57.91,50.54,66.06 t2z/waveform-5000,bayes,cat,1,3988,1000,4,2,81.80,82.12,1.09,99.37 t2z/waveform-5000,j48,cat,1,3988,1000,4,2,75.40,86.49,15.85,85.05 t2z/waveform-5000,nbk,cat,1,3988,1000,4,2,81.40,82.10,1.14,99.38 t2z/waveform-5000,oneR,cat,1,3988,1000,4,2,53.60,57.06,62.23,61.39 t2z/waveform-5000,bayes,cat,1,3988,1000,4,3,78.70,79.84,1.73,99.04 t2z/waveform-5000,j48,cat,1,3988,1000,4,3,75.40,87.03,16.72,83.61 t2z/waveform-5000,nbk,cat,1,3988,1000,4,3,78.10,80.74,2.31,98.71 t2z/waveform-5000,oneR,cat,1,3988,1000,4,3,54.00,57.98,55.32,64.51 t2z/waveform-5000,bayes,cat,1,3988,1000,4,4,80.80,78.74,0.00,100.00 t2z/waveform-5000,j48,cat,1,3988,1000,4,4,75.60,84.36,18.18,80.00 t2z/waveform-5000,nbk,cat,1,3988,1000,4,4,79.90,78.36,0.00,100.00 t2z/waveform-5000,oneR,cat,1,3988,1000,4,4,53.90,54.83,50.66,71.48 t2z/waveform-5000,bayes,cat,1,3999,989,4,5,79.37,81.60,3.24,98.08 t2z/waveform-5000,j48,cat,1,3999,989,4,5,75.13,85.62,17.48,82.58 t2z/waveform-5000,nbk,cat,1,3999,989,4,5,78.97,81.00,2.75,98.40 t2z/waveform-5000,oneR,cat,1,3999,989,4,5,53.79,59.04,58.11,70.85 t2z/waveform-5000,bayes,cat,1,3988,999,5,1,78.58,76.98,2.78,98.31 t2z/waveform-5000,j48,cat,1,3988,999,5,1,73.27,81.39,19.24,78.52 t2z/waveform-5000,nbk,cat,1,3988,999,5,1,79.28,78.19,2.20,98.66 t2z/waveform-5000,oneR,cat,1,3988,999,5,1,53.05,51.71,56.71,66.06 t2z/waveform-5000,bayes,cat,1,3987,1000,5,2,80.90,81.43,1.13,99.35 t2z/waveform-5000,j48,cat,1,3987,1000,5,2,74.20,83.45,16.37,84.30 t2z/waveform-5000,nbk,cat,1,3987,1000,5,2,80.80,81.65,1.14,99.35 t2z/waveform-5000,oneR,cat,1,3987,1000,5,2,53.30,56.63,59.59,60.34 t2z/waveform-5000,bayes,cat,1,3987,1000,5,3,79.40,80.93,1.68,99.05 t2z/waveform-5000,j48,cat,1,3987,1000,5,3,74.80,84.04,14.08,86.87 t2z/waveform-5000,nbk,cat,1,3987,1000,5,3,78.50,80.46,1.17,99.37 t2z/waveform-5000,oneR,cat,1,3987,1000,5,3,55.10,58.89,54.27,69.42 t2z/waveform-5000,bayes,cat,1,3987,1000,5,4,80.00,77.83,1.54,99.04 t2z/waveform-5000,j48,cat,1,3987,1000,5,4,77.00,83.28,11.93,88.78 t2z/waveform-5000,nbk,cat,1,3987,1000,5,4,79.60,77.50,1.56,99.04 t2z/waveform-5000,oneR,cat,1,3987,1000,5,4,55.80,58.01,46.99,69.06 t2z/waveform-5000,bayes,cat,1,3999,988,5,5,80.87,81.75,1.14,99.38 t2z/waveform-5000,j48,cat,1,3999,988,5,5,78.04,87.88,16.90,84.19 t2z/waveform-5000,nbk,cat,1,3999,988,5,5,80.67,82.17,1.15,99.38 t2z/waveform-5000,oneR,cat,1,3999,988,5,5,52.53,58.68,58.73,62.63 t2z/waveform-5000,bayes,dtree,1,3994,999,1,1,79.98,79.95,2.92,98.31 t2z/waveform-5000,j48,dtree,1,3994,999,1,1,56.06,57.97,57.61,79.92 t2z/waveform-5000,nbk,dtree,1,3994,999,1,1,79.98,79.95,2.92,98.31 t2z/waveform-5000,oneR,dtree,1,3994,999,1,1,55.06,56.84,64.04,79.12 t2z/waveform-5000,bayes,dtree,1,3993,1000,1,2,79.00,77.28,3.17,98.12 t2z/waveform-5000,j48,dtree,1,3993,1000,1,2,55.90,57.87,50.00,86.81 t2z/waveform-5000,nbk,dtree,1,3993,1000,1,2,79.00,77.28,3.17,98.12 t2z/waveform-5000,oneR,dtree,1,3993,1000,1,2,54.70,55.94,60.71,82.47 t2z/waveform-5000,bayes,dtree,1,3993,1000,1,3,81.00,83.04,3.70,97.94 t2z/waveform-5000,j48,dtree,1,3993,1000,1,3,55.80,59.84,56.25,73.79 t2z/waveform-5000,nbk,dtree,1,3993,1000,1,3,81.00,83.04,3.70,97.94 t2z/waveform-5000,oneR,dtree,1,3993,1000,1,3,56.90,74.04,41.43,90.85 t2z/waveform-5000,bayes,dtree,1,3993,1000,1,4,77.40,76.69,4.21,97.25 t2z/waveform-5000,j48,dtree,1,3993,1000,1,4,55.00,54.17,54.79,84.67 t2z/waveform-5000,nbk,dtree,1,3993,1000,1,4,77.40,76.69,4.21,97.25 t2z/waveform-5000,oneR,dtree,1,3993,1000,1,4,53.80,67.38,36.11,90.65 t2z/waveform-5000,bayes,dtree,1,3999,994,1,5,78.97,80.82,5.80,96.09 t2z/waveform-5000,j48,dtree,1,3999,994,1,5,56.04,55.77,62.12,86.20 t2z/waveform-5000,nbk,dtree,1,3999,994,1,5,78.97,80.82,5.80,96.09 t2z/waveform-5000,oneR,dtree,1,3999,994,1,5,55.84,68.51,38.57,90.97 t2z/waveform-5000,bayes,dtree,1,3987,999,2,1,81.08,82.71,5.39,96.31 t2z/waveform-5000,j48,dtree,1,3987,999,2,1,58.06,57.51,55.56,80.14 t2z/waveform-5000,nbk,dtree,1,3987,999,2,1,81.08,82.71,5.39,96.31 t2z/waveform-5000,oneR,dtree,1,3987,999,2,1,57.36,71.47,32.14,90.53 t2z/waveform-5000,bayes,dtree,1,3986,1000,2,2,80.00,81.32,7.82,95.67 t2z/waveform-5000,j48,dtree,1,3986,1000,2,2,57.20,61.11,56.47,83.45 t2z/waveform-5000,nbk,dtree,1,3986,1000,2,2,80.00,81.32,7.82,95.67 t2z/waveform-5000,oneR,dtree,1,3986,1000,2,2,56.10,70.15,48.31,86.48 t2z/waveform-5000,bayes,dtree,1,3986,1000,2,3,78.40,77.67,1.18,99.37 t2z/waveform-5000,j48,dtree,1,3986,1000,2,3,55.50,57.28,55.66,79.73 t2z/waveform-5000,nbk,dtree,1,3986,1000,2,3,78.40,77.67,1.18,99.37 t2z/waveform-5000,oneR,dtree,1,3986,1000,2,3,56.30,68.15,31.88,92.97 t2z/waveform-5000,bayes,dtree,1,3986,1000,2,4,78.00,76.81,4.88,96.86 t2z/waveform-5000,j48,dtree,1,3986,1000,2,4,54.10,53.99,48.81,85.25 t2z/waveform-5000,nbk,dtree,1,3986,1000,2,4,78.00,76.81,4.88,96.86 t2z/waveform-5000,oneR,dtree,1,3986,1000,2,4,54.10,65.42,43.14,92.72 t2z/waveform-5000,bayes,dtree,1,3999,987,2,5,78.93,79.95,5.08,96.68 t2z/waveform-5000,j48,dtree,1,3999,987,2,5,54.41,56.42,55.26,84.73 t2z/waveform-5000,nbk,dtree,1,3999,987,2,5,78.93,79.95,5.08,96.68 t2z/waveform-5000,oneR,dtree,1,3999,987,2,5,53.50,55.26,60.00,83.39 t2z/waveform-5000,bayes,dtree,1,3990,999,3,1,76.38,76.24,5.61,96.37 t2z/waveform-5000,j48,dtree,1,3990,999,3,1,52.75,55.48,53.01,84.12 t2z/waveform-5000,nbk,dtree,1,3990,999,3,1,76.38,76.24,5.61,96.37 t2z/waveform-5000,oneR,dtree,1,3990,999,3,1,52.45,55.35,58.90,84.70 t2z/waveform-5000,bayes,dtree,1,3989,1000,3,2,77.20,75.70,4.76,96.79 t2z/waveform-5000,j48,dtree,1,3989,1000,3,2,57.30,55.83,42.65,88.58 t2z/waveform-5000,nbk,dtree,1,3989,1000,3,2,77.20,75.70,4.76,96.79 t2z/waveform-5000,oneR,dtree,1,3989,1000,3,2,51.40,64.92,42.86,87.32 t2z/waveform-5000,bayes,dtree,1,3989,1000,3,3,81.60,83.76,6.44,96.21 t2z/waveform-5000,j48,dtree,1,3989,1000,3,3,56.50,58.68,57.69,85.10 t2z/waveform-5000,nbk,dtree,1,3989,1000,3,3,81.60,83.76,6.44,96.21 t2z/waveform-5000,oneR,dtree,1,3989,1000,3,3,55.70,57.97,65.91,81.23 t2z/waveform-5000,bayes,dtree,1,3989,1000,3,4,82.30,84.84,2.29,98.76 t2z/waveform-5000,j48,dtree,1,3989,1000,3,4,56.90,60.26,60.19,78.33 t2z/waveform-5000,nbk,dtree,1,3989,1000,3,4,82.30,84.84,2.29,98.76 t2z/waveform-5000,oneR,dtree,1,3989,1000,3,4,56.90,60.15,60.36,77.96 t2z/waveform-5000,bayes,dtree,1,3999,990,3,5,78.69,76.38,0.55,99.67 t2z/waveform-5000,j48,dtree,1,3999,990,3,5,55.76,54.46,53.41,82.78 t2z/waveform-5000,nbk,dtree,1,3999,990,3,5,78.69,76.38,0.55,99.67 t2z/waveform-5000,oneR,dtree,1,3999,990,3,5,55.05,53.29,57.32,82.85 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t2z/waveform-5000,j48,fayyadIrani,1,3993,999,3,1,75.38,82.25,10.38,89.93 t2z/waveform-5000,nbk,fayyadIrani,1,3993,999,3,1,78.88,77.11,1.60,98.95 t2z/waveform-5000,oneR,fayyadIrani,1,3993,999,3,1,54.15,65.29,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3992,1000,3,2,83.90,83.99,0.99,99.42 t2z/waveform-5000,j48,fayyadIrani,1,3992,1000,3,2,76.90,86.22,17.53,83.28 t2z/waveform-5000,nbk,fayyadIrani,1,3992,1000,3,2,83.90,83.99,0.99,99.42 t2z/waveform-5000,oneR,fayyadIrani,1,3992,1000,3,2,57.80,59.92,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3992,1000,3,3,79.50,77.88,0.00,100.00 t2z/waveform-5000,j48,fayyadIrani,1,3992,1000,3,3,74.60,84.44,14.08,86.93 t2z/waveform-5000,nbk,fayyadIrani,1,3992,1000,3,3,79.50,77.88,0.00,100.00 t2z/waveform-5000,oneR,fayyadIrani,1,3992,1000,3,3,56.20,56.15,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3992,1000,3,4,81.60,82.93,1.66,99.04 t2z/waveform-5000,j48,fayyadIrani,1,3992,1000,3,4,76.00,87.33,16.00,85.28 t2z/waveform-5000,nbk,fayyadIrani,1,3992,1000,3,4,81.60,82.93,1.66,99.04 t2z/waveform-5000,oneR,fayyadIrani,1,3992,1000,3,4,59.20,59.36,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3999,993,3,5,79.86,79.20,2.87,98.34 t2z/waveform-5000,j48,fayyadIrani,1,3999,993,3,5,76.23,82.14,11.95,89.40 t2z/waveform-5000,nbk,fayyadIrani,1,3999,993,3,5,79.86,79.20,2.87,98.34 t2z/waveform-5000,oneR,fayyadIrani,1,3999,993,3,5,56.50,56.25,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3986,999,4,1,79.88,81.42,0.56,99.69 t2z/waveform-5000,j48,fayyadIrani,1,3986,999,4,1,77.48,87.03,15.79,85.94 t2z/waveform-5000,nbk,fayyadIrani,1,3986,999,4,1,79.88,81.42,0.56,99.69 t2z/waveform-5000,oneR,fayyadIrani,1,3986,999,4,1,56.96,58.70,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3985,1000,4,2,81.10,79.90,1.65,99.09 t2z/waveform-5000,j48,fayyadIrani,1,3985,1000,4,2,75.30,82.62,16.37,85.49 t2z/waveform-5000,nbk,fayyadIrani,1,3985,1000,4,2,81.10,79.90,1.65,99.09 t2z/waveform-5000,oneR,fayyadIrani,1,3985,1000,4,2,57.80,58.30,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3985,1000,4,3,80.70,79.38,0.60,99.68 t2z/waveform-5000,j48,fayyadIrani,1,3985,1000,4,3,75.80,81.96,12.50,88.70 t2z/waveform-5000,nbk,fayyadIrani,1,3985,1000,4,3,80.70,79.38,0.60,99.68 t2z/waveform-5000,oneR,fayyadIrani,1,3985,1000,4,3,57.20,56.47,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3985,1000,4,4,80.40,80.39,2.01,98.64 t2z/waveform-5000,j48,fayyadIrani,1,3985,1000,4,4,75.10,84.59,11.93,87.90 t2z/waveform-5000,nbk,fayyadIrani,1,3985,1000,4,4,80.40,80.39,2.01,98.64 t2z/waveform-5000,oneR,fayyadIrani,1,3985,1000,4,4,54.20,54.22,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3999,986,4,5,81.34,80.95,1.05,99.35 t2z/waveform-5000,j48,fayyadIrani,1,3999,986,4,5,76.88,83.90,16.08,84.19 t2z/waveform-5000,nbk,fayyadIrani,1,3999,986,4,5,81.34,80.95,1.05,99.35 t2z/waveform-5000,oneR,fayyadIrani,1,3999,986,4,5,56.49,72.09,50.00,89.56 t2z/waveform-5000,bayes,fayyadIrani,1,3990,999,5,1,81.38,82.19,2.11,98.78 t2z/waveform-5000,j48,fayyadIrani,1,3990,999,5,1,76.58,84.98,17.65,83.91 t2z/waveform-5000,nbk,fayyadIrani,1,3990,999,5,1,81.38,82.19,2.11,98.78 t2z/waveform-5000,oneR,fayyadIrani,1,3990,999,5,1,57.66,57.43,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3989,1000,5,2,83.40,86.03,1.09,99.37 t2z/waveform-5000,j48,fayyadIrani,1,3989,1000,5,2,77.50,87.46,14.79,87.46 t2z/waveform-5000,nbk,fayyadIrani,1,3989,1000,5,2,83.40,86.03,1.09,99.37 t2z/waveform-5000,oneR,fayyadIrani,1,3989,1000,5,2,56.50,74.71,50.98,90.91 t2z/waveform-5000,bayes,fayyadIrani,1,3989,1000,5,3,82.10,80.73,1.55,99.04 t2z/waveform-5000,j48,fayyadIrani,1,3989,1000,5,3,74.20,80.82,16.67,85.38 t2z/waveform-5000,nbk,fayyadIrani,1,3989,1000,5,3,82.10,80.73,1.55,99.04 t2z/waveform-5000,oneR,fayyadIrani,1,3989,1000,5,3,57.80,56.98,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3989,1000,5,4,78.40,76.61,0.56,99.67 t2z/waveform-5000,j48,fayyadIrani,1,3989,1000,5,4,74.90,82.95,12.87,86.64 t2z/waveform-5000,nbk,fayyadIrani,1,3989,1000,5,4,78.40,76.61,0.56,99.67 t2z/waveform-5000,oneR,fayyadIrani,1,3989,1000,5,4,54.80,55.18,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3999,990,5,5,78.59,77.27,0.00,100.00 t2z/waveform-5000,j48,fayyadIrani,1,3999,990,5,5,74.95,82.00,14.55,86.01 t2z/waveform-5000,nbk,fayyadIrani,1,3999,990,5,5,78.59,77.27,0.00,100.00 t2z/waveform-5000,oneR,fayyadIrani,1,3999,990,5,5,55.45,55.39,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather,bayes,cat,no,12,2,1,1,50.00,50.00,0.00,100.00 t2z/weather,j48,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather,j48,cat,no,11,3,1,2,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,1,3,66.67,0.00,33.33,0.00 t2z/weather,j48,cat,no,11,3,1,3,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,1,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,1,3,66.67,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,1,4,33.33,50.00,100.00,50.00 t2z/weather,j48,cat,no,11,3,1,4,33.33,50.00,100.00,50.00 t2z/weather,nbk,cat,no,11,3,1,4,66.67,100.00,50.00,50.00 t2z/weather,oneR,cat,no,11,3,1,4,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,2,2,66.67,0.00,33.33,0.00 t2z/weather,j48,cat,no,11,3,2,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,cat,no,11,3,2,2,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,2,3,66.67,50.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,2,3,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,2,3,33.33,33.33,0.00,100.00 t2z/weather,oneR,cat,no,11,3,2,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,2,4,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,2,4,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,12,2,2,5,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,2,5,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,2,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,2,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,12,2,3,1,0.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,3,1,0.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,3,1,0.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,3,1,0.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,3,2,33.33,100.00,100.00,33.33 t2z/weather,j48,cat,no,11,3,3,2,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,11,3,3,2,66.67,100.00,100.00,66.67 t2z/weather,oneR,cat,no,11,3,3,2,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,3,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,4,2,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,4,2,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,4,3,66.67,50.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,cat,no,11,3,4,3,66.67,50.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,bayes,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 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t2z/weather,nbk,tbin,no,11,3,5,2,66.67,50.00,0.00,100.00 t2z/weather,oneR,tbin,no,11,3,5,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,tbin,no,11,3,5,3,66.67,0.00,33.33,0.00 t2z/weather,j48,tbin,no,11,3,5,3,33.33,0.00,50.00,0.00 t2z/weather,nbk,tbin,no,11,3,5,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,tbin,no,11,3,5,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,tbin,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,j48,tbin,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,tbin,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,tbin,no,11,3,5,4,0.00,0.00,100.00,0.00 t2z/weather,bayes,tbin,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,j48,tbin,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,tbin,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,oneR,tbin,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,1,3,66.67,100.00,50.00,50.00 t2z/weather,j48,fayyadIrani,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,1,3,66.67,100.00,50.00,50.00 t2z/weather,oneR,fayyadIrani,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,2,3,66.67,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,2,3,66.67,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,2,3,66.67,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,2,3,66.67,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,2,4,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,2,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,2,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,2,4,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,2,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,2,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,2,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,2,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,2,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,2,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,2,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,2,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,4,66.67,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,4,66.67,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,4,66.67,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,4,66.67,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,2,33.33,50.00,100.00,50.00 t2z/weather,j48,fayyadIrani,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,2,33.33,50.00,100.00,50.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,2,33.33,50.00,100.00,50.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,3,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,3,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,3,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,3,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,4,66.67,50.00,0.00,100.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,4,66.67,50.00,0.00,100.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,5,50.00,0.00,50.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather.nominal,bayes,cat,no,12,2,1,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,1,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,1,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,1,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,4,100.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,4,100.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,2,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,2,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,2,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,2,0.00,0.00,100.00,0.00 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t2z/weather.nominal,nbk,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,fayyadIrani,no,11,3,5,2,66.67,100.00,50.00,50.00 t2z/weather.nominal,j48,fayyadIrani,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,fayyadIrani,no,11,3,5,2,66.67,100.00,50.00,50.00 t2z/weather.nominal,oneR,fayyadIrani,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,fayyadIrani,no,11,3,5,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,j48,fayyadIrani,no,11,3,5,3,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,fayyadIrani,no,11,3,5,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,oneR,fayyadIrani,no,11,3,5,3,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,fayyadIrani,no,11,3,5,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,fayyadIrani,no,11,3,5,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,fayyadIrani,no,12,2,5,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,j48,fayyadIrani,no,12,2,5,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,fayyadIrani,no,12,2,5,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,fayyadIrani,no,12,2,5,5,50.00,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/kr-vs-kp,bayes,cat,nowin,2552,639,1,1,87.17,90.07,15.27,83.23 j2p/kr-vs-kp,j48,cat,nowin,2552,639,1,1,98.44,98.11,1.25,98.73 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,1,1,87.17,90.07,15.27,83.23 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,1,1,67.29,77.44,37.16,47.78 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,1,2,85.76,86.76,15.06,82.45 j2p/kr-vs-kp,j48,cat,nowin,2552,639,1,2,99.69,99.67,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,1,2,85.76,86.76,15.06,82.45 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,1,2,65.73,67.66,35.40,52.65 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,1,3,88.11,90.40,13.95,85.31 j2p/kr-vs-kp,j48,cat,nowin,2552,639,1,3,99.69,99.69,0.31,99.69 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j2p/kr-vs-kp,bayes,cat,nowin,2553,639,3,1,88.42,88.93,11.98,85.27 j2p/kr-vs-kp,j48,cat,nowin,2553,639,3,1,99.37,99.32,0.58,99.32 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,3,1,88.42,88.93,11.98,85.27 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,3,1,65.41,68.98,36.06,44.18 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,3,2,86.85,86.64,12.95,86.08 j2p/kr-vs-kp,j48,cat,nowin,2553,639,3,2,99.53,99.35,0.30,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,3,2,86.85,86.64,12.95,86.08 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,3,2,66.51,68.77,34.97,56.31 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,3,3,85.29,85.29,14.71,84.19 j2p/kr-vs-kp,j48,cat,nowin,2553,639,3,3,99.06,99.35,1.21,98.71 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,3,3,85.29,85.29,14.71,84.19 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,3,3,69.33,81.32,35.45,47.74 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,3,4,87.17,88.81,14.24,84.24 j2p/kr-vs-kp,j48,cat,nowin,2553,639,3,4,99.22,98.73,0.31,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,3,4,87.17,88.81,14.24,84.24 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j2p/kr-vs-kp,j48,cat,nowin,2551,639,5,2,99.84,100.00,0.29,99.66 j2p/kr-vs-kp,nbk,cat,nowin,2551,639,5,2,88.58,86.64,9.64,89.26 j2p/kr-vs-kp,oneR,cat,nowin,2551,639,5,2,69.64,77.96,33.77,48.66 j2p/kr-vs-kp,bayes,cat,nowin,2551,639,5,3,85.76,84.32,13.07,84.03 j2p/kr-vs-kp,j48,cat,nowin,2551,639,5,3,99.22,99.30,0.85,98.96 j2p/kr-vs-kp,nbk,cat,nowin,2551,639,5,3,85.76,84.32,13.07,84.03 j2p/kr-vs-kp,oneR,cat,nowin,2551,639,5,3,66.67,65.96,32.92,53.82 j2p/kr-vs-kp,bayes,cat,nowin,2551,639,5,4,89.83,92.75,12.40,85.05 j2p/kr-vs-kp,j48,cat,nowin,2551,639,5,4,99.53,99.34,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2551,639,5,4,89.83,92.75,12.40,85.05 j2p/kr-vs-kp,oneR,cat,nowin,2551,639,5,4,68.23,73.56,34.34,50.83 j2p/kr-vs-kp,bayes,cat,nowin,2556,634,5,5,87.22,88.70,14.11,85.03 j2p/kr-vs-kp,j48,cat,nowin,2556,634,5,5,99.53,99.37,0.31,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2556,634,5,5,87.22,88.70,14.11,85.03 j2p/kr-vs-kp,oneR,cat,nowin,2556,634,5,5,67.03,79.33,37.80,45.22 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j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,4,4,87.48,89.67,14.45,84.59 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,4,4,65.57,74.26,38.44,47.17 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,634,4,5,84.07,82.49,14.54,83.33 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,634,4,5,98.58,97.66,0.60,99.32 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,634,4,5,84.07,82.49,14.54,83.33 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,634,4,5,69.24,71.24,31.92,56.46 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,5,1,87.32,90.04,14.80,82.68 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,5,1,99.53,99.67,0.60,99.35 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,5,1,87.32,90.04,14.80,82.68 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,5,1,68.70,71.72,33.16,57.19 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,5,2,87.79,89.08,13.29,85.02 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,5,2,99.53,99.35,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,5,2,87.79,89.08,13.29,85.02 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#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/letter,bayes,cat,B,15831,3999,1,1,64.82,100.00,0.00,100.00 j2p/letter,j48,cat,B,15831,3999,1,1,87.72,100.00,0.66,99.19 j2p/letter,nbk,cat,B,15831,3999,1,1,73.94,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15831,3999,1,1,16.68,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15830,4000,1,2,63.50,100.00,0.00,100.00 j2p/letter,j48,cat,B,15830,4000,1,2,87.30,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15830,4000,1,2,73.78,99.15,0.00,100.00 j2p/letter,oneR,cat,B,15830,4000,1,2,16.43,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15830,4000,1,3,64.20,100.00,0.00,100.00 j2p/letter,j48,cat,B,15830,4000,1,3,88.65,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15830,4000,1,3,73.97,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15830,4000,1,3,17.38,0.00,52.48,0.00 j2p/letter,bayes,cat,B,15830,4000,1,4,64.28,100.00,0.00,100.00 j2p/letter,j48,cat,B,15830,4000,1,4,87.05,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15830,4000,1,4,74.58,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15830,4000,1,4,18.18,0.00,47.02,0.00 j2p/letter,bayes,cat,B,15999,3831,1,5,64.55,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3831,1,5,87.58,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3831,1,5,74.60,98.28,0.00,100.00 j2p/letter,oneR,cat,B,15999,3831,1,5,17.31,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15812,3999,2,1,64.67,100.00,0.00,100.00 j2p/letter,j48,cat,B,15812,3999,2,1,87.70,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15812,3999,2,1,73.62,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15812,3999,2,1,17.25,40.62,0.00,100.00 j2p/letter,bayes,cat,B,15811,4000,2,2,64.08,100.00,0.00,100.00 j2p/letter,j48,cat,B,15811,4000,2,2,87.85,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15811,4000,2,2,74.62,98.35,0.00,100.00 j2p/letter,oneR,cat,B,15811,4000,2,2,16.82,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15811,4000,2,3,62.23,100.00,0.00,100.00 j2p/letter,j48,cat,B,15811,4000,2,3,86.65,99.17,0.00,100.00 j2p/letter,nbk,cat,B,15811,4000,2,3,73.33,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15811,4000,2,3,17.30,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15811,4000,2,4,64.22,100.00,0.00,100.00 j2p/letter,j48,cat,B,15811,4000,2,4,86.83,100.00,0.71,99.25 j2p/letter,nbk,cat,B,15811,4000,2,4,74.62,97.58,0.00,100.00 j2p/letter,oneR,cat,B,15811,4000,2,4,17.25,0.00,55.77,0.00 j2p/letter,bayes,cat,B,15999,3812,2,5,64.66,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3812,2,5,87.96,99.19,0.00,100.00 j2p/letter,nbk,cat,B,15999,3812,2,5,74.97,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3812,2,5,16.34,0.00,52.38,0.00 j2p/letter,bayes,cat,B,15803,3999,3,1,64.04,100.00,0.00,100.00 j2p/letter,j48,cat,B,15803,3999,3,1,87.77,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15803,3999,3,1,73.54,98.26,0.00,100.00 j2p/letter,oneR,cat,B,15803,3999,3,1,16.45,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15802,4000,3,2,65.72,100.00,0.00,100.00 j2p/letter,j48,cat,B,15802,4000,3,2,87.47,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15802,4000,3,2,75.03,99.09,0.00,100.00 j2p/letter,oneR,cat,B,15802,4000,3,2,17.88,0.00,49.68,0.00 j2p/letter,bayes,cat,B,15802,4000,3,3,64.45,100.00,0.00,100.00 j2p/letter,j48,cat,B,15802,4000,3,3,86.78,99.21,0.00,100.00 j2p/letter,nbk,cat,B,15802,4000,3,3,73.53,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15802,4000,3,3,16.77,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15802,4000,3,4,63.23,100.00,0.00,100.00 j2p/letter,j48,cat,B,15802,4000,3,4,86.78,99.22,0.00,100.00 j2p/letter,nbk,cat,B,15802,4000,3,4,74.12,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15802,4000,3,4,16.75,0.00,53.61,0.00 j2p/letter,bayes,cat,B,15999,3803,3,5,63.29,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3803,3,5,88.01,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3803,3,5,73.81,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3803,3,5,16.57,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15821,3999,4,1,64.62,100.00,0.00,100.00 j2p/letter,j48,cat,B,15821,3999,4,1,86.77,100.00,0.71,99.17 j2p/letter,nbk,cat,B,15821,3999,4,1,74.89,99.10,0.00,100.00 j2p/letter,oneR,cat,B,15821,3999,4,1,16.90,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15820,4000,4,2,64.67,100.00,0.00,100.00 j2p/letter,j48,cat,B,15820,4000,4,2,87.10,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15820,4000,4,2,74.60,99.15,0.00,100.00 j2p/letter,oneR,cat,B,15820,4000,4,2,17.35,0.00,50.97,0.00 j2p/letter,bayes,cat,B,15820,4000,4,3,63.55,100.00,0.00,100.00 j2p/letter,j48,cat,B,15820,4000,4,3,86.80,100.00,0.59,99.22 j2p/letter,nbk,cat,B,15820,4000,4,3,73.12,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15820,4000,4,3,17.18,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15820,4000,4,4,65.33,100.00,0.00,100.00 j2p/letter,j48,cat,B,15820,4000,4,4,87.38,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15820,4000,4,4,75.05,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15820,4000,4,4,17.27,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3821,4,5,63.28,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3821,4,5,87.57,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3821,4,5,73.70,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3821,4,5,16.88,0.00,52.23,0.00 j2p/letter,bayes,cat,B,15819,3999,5,1,65.82,100.00,0.00,100.00 j2p/letter,j48,cat,B,15819,3999,5,1,87.35,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15819,3999,5,1,74.49,99.15,0.00,100.00 j2p/letter,oneR,cat,B,15819,3999,5,1,17.38,0.00,51.28,0.00 j2p/letter,bayes,cat,B,15818,4000,5,2,63.15,100.00,0.00,100.00 j2p/letter,j48,cat,B,15818,4000,5,2,87.22,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15818,4000,5,2,72.95,99.09,0.00,100.00 j2p/letter,oneR,cat,B,15818,4000,5,2,16.93,0.00,51.83,0.00 j2p/letter,bayes,cat,B,15818,4000,5,3,64.20,100.00,0.00,100.00 j2p/letter,j48,cat,B,15818,4000,5,3,87.40,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15818,4000,5,3,74.47,97.81,0.00,100.00 j2p/letter,oneR,cat,B,15818,4000,5,3,18.02,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15818,4000,5,4,63.98,100.00,0.00,100.00 j2p/letter,j48,cat,B,15818,4000,5,4,85.85,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15818,4000,5,4,73.92,99.04,0.00,100.00 j2p/letter,oneR,cat,B,15818,4000,5,4,16.93,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3819,5,5,63.11,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3819,5,5,87.48,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3819,5,5,74.34,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3819,5,5,16.73,0.00,49.31,0.00 j2p/letter,bayes,dtree,B,15859,3999,1,1,72.49,100.00,0.00,100.00 j2p/letter,j48,dtree,B,15859,3999,1,1,79.09,99.21,0.00,100.00 j2p/letter,nbk,dtree,B,15859,3999,1,1,72.49,100.00,0.00,100.00 j2p/letter,oneR,dtree,B,15859,3999,1,1,15.18,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15858,4000,1,2,71.58,99.06,0.00,100.00 j2p/letter,j48,dtree,B,15858,4000,1,2,80.25,100.00,0.00,100.00 j2p/letter,nbk,dtree,B,15858,4000,1,2,71.58,99.06,0.00,100.00 j2p/letter,oneR,dtree,B,15858,4000,1,2,16.40,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15858,4000,1,3,72.50,100.00,0.00,100.00 j2p/letter,j48,dtree,B,15858,4000,1,3,79.92,100.00,0.00,100.00 j2p/letter,nbk,dtree,B,15858,4000,1,3,72.50,100.00,0.00,100.00 j2p/letter,oneR,dtree,B,15858,4000,1,3,15.62,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15858,4000,1,4,72.35,100.00,0.00,100.00 j2p/letter,j48,dtree,B,15858,4000,1,4,80.38,100.00,0.69,99.22 j2p/letter,nbk,dtree,B,15858,4000,1,4,72.35,100.00,0.00,100.00 j2p/letter,oneR,dtree,B,15858,4000,1,4,15.57,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15999,3859,1,5,71.57,98.99,0.00,100.00 j2p/letter,j48,dtree,B,15999,3859,1,5,80.90,99.09,0.00,100.00 j2p/letter,nbk,dtree,B,15999,3859,1,5,71.57,98.99,0.00,100.00 j2p/letter,oneR,dtree,B,15999,3859,1,5,14.25,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15810,3999,2,1,72.87,99.11,0.00,100.00 j2p/letter,j48,dtree,B,15810,3999,2,1,80.17,100.00,0.79,99.15 j2p/letter,nbk,dtree,B,15810,3999,2,1,72.87,99.11,0.00,100.00 j2p/letter,oneR,dtree,B,15810,3999,2,1,15.15,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15809,4000,2,2,72.30,99.08,0.00,100.00 j2p/letter,j48,dtree,B,15809,4000,2,2,80.67,99.21,0.68,99.21 j2p/letter,nbk,dtree,B,15809,4000,2,2,72.30,99.08,0.00,100.00 j2p/letter,oneR,dtree,B,15809,4000,2,2,15.38,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15809,4000,2,3,72.30,99.08,0.00,100.00 j2p/letter,j48,dtree,B,15809,4000,2,3,80.05,100.00,0.00,100.00 j2p/letter,nbk,dtree,B,15809,4000,2,3,72.30,99.08,0.00,100.00 j2p/letter,oneR,dtree,B,15809,4000,2,3,15.65,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15809,4000,2,4,71.65,97.09,0.00,100.00 j2p/letter,j48,dtree,B,15809,4000,2,4,80.53,100.00,0.00,100.00 j2p/letter,nbk,dtree,B,15809,4000,2,4,71.65,97.09,0.00,100.00 j2p/letter,oneR,dtree,B,15809,4000,2,4,15.25,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15999,3810,2,5,71.50,100.00,0.00,100.00 j2p/letter,j48,dtree,B,15999,3810,2,5,80.13,99.18,0.00,100.00 j2p/letter,nbk,dtree,B,15999,3810,2,5,71.50,100.00,0.00,100.00 j2p/letter,oneR,dtree,B,15999,3810,2,5,15.09,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15813,3999,3,1,71.52,98.99,0.00,100.00 j2p/letter,j48,dtree,B,15813,3999,3,1,80.65,98.23,0.00,100.00 j2p/letter,nbk,dtree,B,15813,3999,3,1,71.52,98.99,0.00,100.00 j2p/letter,oneR,dtree,B,15813,3999,3,1,15.98,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15812,4000,3,2,71.65,99.17,0.00,100.00 j2p/letter,j48,dtree,B,15812,4000,3,2,79.58,100.00,0.00,100.00 j2p/letter,nbk,dtree,B,15812,4000,3,2,71.65,99.17,0.00,100.00 j2p/letter,oneR,dtree,B,15812,4000,3,2,14.95,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15812,4000,3,3,72.72,98.10,0.00,100.00 j2p/letter,j48,dtree,B,15812,4000,3,3,81.00,100.00,0.66,99.15 j2p/letter,nbk,dtree,B,15812,4000,3,3,72.72,98.10,0.00,100.00 j2p/letter,oneR,dtree,B,15812,4000,3,3,15.28,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15812,4000,3,4,72.03,100.00,0.00,100.00 j2p/letter,j48,dtree,B,15812,4000,3,4,79.58,99.17,0.00,100.00 j2p/letter,nbk,dtree,B,15812,4000,3,4,72.03,100.00,0.00,100.00 j2p/letter,oneR,dtree,B,15812,4000,3,4,15.10,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15999,3813,3,5,73.30,99.01,0.00,100.00 j2p/letter,j48,dtree,B,15999,3813,3,5,80.46,100.00,1.48,97.98 j2p/letter,nbk,dtree,B,15999,3813,3,5,73.30,99.01,0.00,100.00 j2p/letter,oneR,dtree,B,15999,3813,3,5,16.92,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15817,3999,4,1,72.62,100.00,0.00,100.00 j2p/letter,j48,dtree,B,15817,3999,4,1,79.34,100.00,0.73,99.22 j2p/letter,nbk,dtree,B,15817,3999,4,1,72.62,100.00,0.00,100.00 j2p/letter,oneR,dtree,B,15817,3999,4,1,15.78,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15816,4000,4,2,72.75,100.00,0.00,100.00 j2p/letter,j48,dtree,B,15816,4000,4,2,80.53,100.00,0.00,100.00 j2p/letter,nbk,dtree,B,15816,4000,4,2,72.75,100.00,0.00,100.00 j2p/letter,oneR,dtree,B,15816,4000,4,2,15.55,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15816,4000,4,3,71.85,100.00,0.00,100.00 j2p/letter,j48,dtree,B,15816,4000,4,3,80.47,100.00,0.00,100.00 j2p/letter,nbk,dtree,B,15816,4000,4,3,71.85,100.00,0.00,100.00 j2p/letter,oneR,dtree,B,15816,4000,4,3,14.65,0.00,0.00,0.00 j2p/letter,bayes,dtree,B,15816,4000,4,4,70.28,96.55,0.00,100.00 j2p/letter,j48,dtree,B,15816,4000,4,4,78.75,99.18,0.00,100.00 j2p/letter,nbk,dtree,B,15816,4000,4,4,70.28,96.55,0.00,100.00 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j2p/letter,j48,fayyadIrani,B,15840,4000,3,2,78.40,99.23,1.46,98.47 j2p/letter,nbk,fayyadIrani,B,15840,4000,3,2,74.55,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15840,4000,3,2,17.52,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15840,4000,3,3,73.80,98.31,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15840,4000,3,3,77.28,100.00,1.56,98.28 j2p/letter,nbk,fayyadIrani,B,15840,4000,3,3,73.80,98.31,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15840,4000,3,3,18.07,0.00,52.47,0.00 j2p/letter,bayes,fayyadIrani,B,15840,4000,3,4,73.78,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15840,4000,3,4,77.97,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15840,4000,3,4,73.78,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15840,4000,3,4,16.18,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3841,3,5,73.26,99.02,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3841,3,5,76.31,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3841,3,5,73.26,99.02,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3841,3,5,16.77,44.30,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15815,3999,4,1,73.54,98.50,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15815,3999,4,1,77.72,98.55,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15815,3999,4,1,73.54,98.50,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15815,3999,4,1,16.73,0.00,59.06,0.00 j2p/letter,bayes,fayyadIrani,B,15814,4000,4,2,74.58,99.16,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15814,4000,4,2,79.35,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15814,4000,4,2,74.58,99.16,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15814,4000,4,2,17.57,0.00,50.00,0.00 j2p/letter,bayes,fayyadIrani,B,15814,4000,4,3,74.30,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15814,4000,4,3,78.22,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15814,4000,4,3,74.30,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15814,4000,4,3,17.70,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15814,4000,4,4,73.55,99.07,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15814,4000,4,4,77.30,99.12,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15814,4000,4,4,73.55,99.07,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15814,4000,4,4,17.00,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3815,4,5,73.39,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3815,4,5,77.51,100.00,1.37,98.15 j2p/letter,nbk,fayyadIrani,B,15999,3815,4,5,73.39,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3815,4,5,16.96,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15822,3999,5,1,73.52,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15822,3999,5,1,77.54,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15822,3999,5,1,73.52,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15822,3999,5,1,16.98,0.00,54.55,0.00 j2p/letter,bayes,fayyadIrani,B,15821,4000,5,2,74.88,99.10,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15821,4000,5,2,78.20,98.15,0.74,99.07 j2p/letter,nbk,fayyadIrani,B,15821,4000,5,2,74.88,99.10,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15821,4000,5,2,17.68,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15821,4000,5,3,72.42,98.20,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15821,4000,5,3,77.55,98.37,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15821,4000,5,3,72.42,98.20,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15821,4000,5,3,16.32,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15821,4000,5,4,74.20,99.21,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15821,4000,5,4,76.88,99.19,2.33,97.60 j2p/letter,nbk,fayyadIrani,B,15821,4000,5,4,74.20,99.21,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15821,4000,5,4,17.50,0.00,53.57,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3822,5,5,74.23,99.09,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3822,5,5,77.66,98.31,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3822,5,5,74.23,99.09,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3822,5,5,17.69,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/splice,bayes,cat,IE,2550,637,1,1,94.51,95.24,2.60,97.22 q2s/splice,j48,cat,IE,2550,637,1,1,93.25,99.22,9.55,88.28 q2s/splice,nbk,cat,IE,2550,637,1,1,94.51,95.24,2.60,97.22 q2s/splice,oneR,cat,IE,2550,637,1,1,25.90,100.00,47.77,0.66 q2s/splice,bayes,cat,IE,2549,638,1,2,94.67,94.97,0.66,99.34 q2s/splice,j48,cat,IE,2549,638,1,2,93.73,97.93,5.33,94.04 q2s/splice,nbk,cat,IE,2549,638,1,2,94.67,94.97,0.66,99.34 q2s/splice,oneR,cat,IE,2549,638,1,2,26.96,100.00,47.52,1.92 q2s/splice,bayes,cat,IE,2549,638,1,3,96.87,98.06,0.74,99.35 q2s/splice,j48,cat,IE,2549,638,1,3,94.67,98.64,5.52,94.77 q2s/splice,nbk,cat,IE,2549,638,1,3,96.87,98.06,0.74,99.35 q2s/splice,oneR,cat,IE,2549,638,1,3,22.73,100.00,52.35,1.89 q2s/splice,bayes,cat,IE,2549,638,1,4,94.83,99.29,4.35,95.89 q2s/splice,j48,cat,IE,2549,638,1,4,93.89,98.60,5.71,94.63 q2s/splice,nbk,cat,IE,2549,638,1,4,94.83,99.29,4.35,95.89 q2s/splice,oneR,cat,IE,2549,638,1,4,21.32,100.00,52.46,0.67 q2s/splice,bayes,cat,IE,2551,636,1,5,95.91,98.65,0.65,99.32 q2s/splice,j48,cat,IE,2551,636,1,5,92.77,97.10,7.98,91.16 q2s/splice,nbk,cat,IE,2551,636,1,5,95.91,98.65,0.65,99.32 q2s/splice,oneR,cat,IE,2551,636,1,5,24.84,100.00,48.85,1.32 q2s/splice,bayes,cat,IE,2548,637,2,1,94.82,96.73,3.14,96.73 q2s/splice,j48,cat,IE,2548,637,2,1,92.94,97.40,6.02,93.75 q2s/splice,nbk,cat,IE,2548,637,2,1,94.82,96.73,3.14,96.73 q2s/splice,oneR,cat,IE,2548,637,2,1,25.90,100.00,49.54,0.62 q2s/splice,bayes,cat,IE,2547,638,2,2,96.08,97.97,0.66,99.32 q2s/splice,j48,cat,IE,2547,638,2,2,94.67,97.86,4.38,95.14 q2s/splice,nbk,cat,IE,2547,638,2,2,96.08,97.97,0.66,99.32 q2s/splice,oneR,cat,IE,2547,638,2,2,24.92,100.00,48.37,0.67 q2s/splice,bayes,cat,IE,2547,638,2,3,95.45,98.12,3.03,97.52 q2s/splice,j48,cat,IE,2547,638,2,3,95.30,98.74,0.75,99.37 q2s/splice,nbk,cat,IE,2547,638,2,3,95.45,98.12,3.03,97.52 q2s/splice,oneR,cat,IE,2547,638,2,3,21.32,0.00,54.82,0.00 q2s/splice,bayes,cat,IE,2547,638,2,4,95.61,98.50,1.32,98.50 q2s/splice,j48,cat,IE,2547,638,2,4,92.95,99.20,7.78,90.51 q2s/splice,nbk,cat,IE,2547,638,2,4,95.61,98.50,1.32,98.50 q2s/splice,oneR,cat,IE,2547,638,2,4,25.08,100.00,46.26,1.45 q2s/splice,bayes,cat,IE,2551,634,2,5,96.06,96.69,1.40,98.65 q2s/splice,j48,cat,IE,2551,634,2,5,93.85,97.87,7.14,92.62 q2s/splice,nbk,cat,IE,2551,634,2,5,96.06,96.69,1.40,98.65 q2s/splice,oneR,cat,IE,2551,634,2,5,23.97,100.00,50.17,1.31 q2s/splice,bayes,cat,IE,2547,637,3,1,95.76,95.65,0.00,100.00 q2s/splice,j48,cat,IE,2547,637,3,1,94.35,97.33,4.79,95.42 q2s/splice,nbk,cat,IE,2547,637,3,1,95.76,95.65,0.00,100.00 q2s/splice,oneR,cat,IE,2547,637,3,1,23.23,100.00,51.50,1.27 q2s/splice,bayes,cat,IE,2546,638,3,2,93.42,98.00,4.55,96.08 q2s/splice,j48,cat,IE,2546,638,3,2,92.01,97.26,8.57,92.21 q2s/splice,nbk,cat,IE,2546,638,3,2,93.42,98.00,4.55,96.08 q2s/splice,oneR,cat,IE,2546,638,3,2,21.00,100.00,54.45,0.62 q2s/splice,bayes,cat,IE,2546,638,3,3,95.77,97.24,1.24,98.60 q2s/splice,j48,cat,IE,2546,638,3,3,93.26,100.00,5.20,93.66 q2s/splice,nbk,cat,IE,2546,638,3,3,95.77,97.24,1.24,98.60 q2s/splice,oneR,cat,IE,2546,638,3,3,27.12,100.00,46.37,2.00 q2s/splice,bayes,cat,IE,2546,638,3,4,95.61,96.00,2.72,97.30 q2s/splice,j48,cat,IE,2546,638,3,4,93.89,94.81,4.79,95.42 q2s/splice,nbk,cat,IE,2546,638,3,4,95.61,96.00,2.72,97.30 q2s/splice,oneR,cat,IE,2546,638,3,4,23.98,100.00,50.00,1.96 q2s/splice,bayes,cat,IE,2551,633,3,5,96.21,97.92,1.25,98.60 q2s/splice,j48,cat,IE,2551,633,3,5,94.79,97.86,2.98,96.48 q2s/splice,nbk,cat,IE,2551,633,3,5,96.21,97.92,1.25,98.60 q2s/splice,oneR,cat,IE,2551,633,3,5,26.38,100.00,46.45,0.69 q2s/splice,bayes,cat,IE,2547,637,4,1,94.19,97.22,3.23,96.55 q2s/splice,j48,cat,IE,2547,637,4,1,93.56,96.58,5.62,94.00 q2s/splice,nbk,cat,IE,2547,637,4,1,94.19,97.22,3.23,96.55 q2s/splice,oneR,cat,IE,2547,637,4,1,25.12,100.00,49.04,0.65 q2s/splice,bayes,cat,IE,2546,638,4,2,95.45,98.73,1.46,98.73 q2s/splice,j48,cat,IE,2546,638,4,2,93.57,98.72,4.29,96.25 q2s/splice,nbk,cat,IE,2546,638,4,2,95.45,98.73,1.46,98.73 q2s/splice,oneR,cat,IE,2546,638,4,2,22.57,100.00,53.27,0.61 q2s/splice,bayes,cat,IE,2546,638,4,3,94.51,97.79,1.30,98.52 q2s/splice,j48,cat,IE,2546,638,4,3,93.42,97.62,6.02,92.48 q2s/splice,nbk,cat,IE,2546,638,4,3,94.51,97.79,1.30,98.52 q2s/splice,oneR,cat,IE,2546,638,4,3,26.02,100.00,46.03,2.11 q2s/splice,bayes,cat,IE,2546,638,4,4,96.24,96.58,0.72,99.30 q2s/splice,j48,cat,IE,2546,638,4,4,93.89,97.74,4.08,95.59 q2s/splice,nbk,cat,IE,2546,638,4,4,96.24,96.58,0.72,99.30 q2s/splice,oneR,cat,IE,2546,638,4,4,23.20,100.00,49.13,1.40 q2s/splice,bayes,cat,IE,2551,633,4,5,95.10,96.25,3.40,96.86 q2s/splice,j48,cat,IE,2551,633,4,5,93.21,97.35,5.73,94.23 q2s/splice,nbk,cat,IE,2551,633,4,5,95.10,96.25,3.40,96.86 q2s/splice,oneR,cat,IE,2551,633,4,5,24.64,100.00,50.95,0.62 q2s/splice,bayes,cat,IE,2551,637,5,1,95.29,95.45,1.27,98.66 q2s/splice,j48,cat,IE,2551,637,5,1,94.51,96.64,2.42,97.30 q2s/splice,nbk,cat,IE,2551,637,5,1,95.29,95.45,1.27,98.66 q2s/splice,oneR,cat,IE,2551,637,5,1,26.37,100.00,47.81,0.65 q2s/splice,bayes,cat,IE,2550,638,5,2,93.57,95.60,1.48,98.70 q2s/splice,j48,cat,IE,2550,638,5,2,93.57,97.32,4.05,96.03 q2s/splice,nbk,cat,IE,2550,638,5,2,93.57,95.60,1.48,98.70 q2s/splice,oneR,cat,IE,2550,638,5,2,23.35,100.00,51.82,1.88 q2s/splice,bayes,cat,IE,2550,638,5,3,95.14,97.22,0.76,99.29 q2s/splice,j48,cat,IE,2550,638,5,3,95.45,99.30,2.82,97.24 q2s/splice,nbk,cat,IE,2550,638,5,3,95.14,97.22,0.76,99.29 q2s/splice,oneR,cat,IE,2550,638,5,3,22.73,100.00,50.52,0.68 q2s/splice,bayes,cat,IE,2550,638,5,4,95.77,98.51,1.29,98.51 q2s/splice,j48,cat,IE,2550,638,5,4,93.42,97.62,8.33,89.78 q2s/splice,nbk,cat,IE,2550,638,5,4,95.77,98.51,1.29,98.51 q2s/splice,oneR,cat,IE,2550,638,5,4,25.24,100.00,46.64,1.42 q2s/splice,bayes,cat,IE,2551,637,5,5,95.29,97.52,3.45,96.91 q2s/splice,j48,cat,IE,2551,637,5,5,92.94,95.73,4.86,95.73 q2s/splice,nbk,cat,IE,2551,637,5,5,95.29,97.52,3.45,96.91 q2s/splice,oneR,cat,IE,2551,637,5,5,24.02,100.00,51.77,1.83 q2s/splice,bayes,dtree,IE,2548,637,1,1,97.02,97.33,2.60,97.33 q2s/splice,j48,dtree,IE,2548,637,1,1,94.35,96.60,5.77,94.04 q2s/splice,nbk,dtree,IE,2548,637,1,1,97.02,97.33,2.60,97.33 q2s/splice,oneR,dtree,IE,2548,637,1,1,24.33,100.00,49.84,0.65 q2s/splice,bayes,dtree,IE,2547,638,1,2,96.71,98.14,1.28,98.75 q2s/splice,j48,dtree,IE,2547,638,1,2,92.79,98.04,4.91,94.94 q2s/splice,nbk,dtree,IE,2547,638,1,2,96.71,98.14,1.28,98.75 q2s/splice,oneR,dtree,IE,2547,638,1,2,26.02,100.00,49.85,1.82 q2s/splice,bayes,dtree,IE,2547,638,1,3,95.30,97.18,1.99,97.87 q2s/splice,j48,dtree,IE,2547,638,1,3,93.10,95.74,4.52,95.07 q2s/splice,nbk,dtree,IE,2547,638,1,3,95.30,97.18,1.99,97.87 q2s/splice,oneR,dtree,IE,2547,638,1,3,25.08,100.00,47.84,2.04 q2s/splice,bayes,dtree,IE,2547,638,1,4,93.89,94.59,2.07,97.90 q2s/splice,j48,dtree,IE,2547,638,1,4,93.42,97.01,6.13,92.86 q2s/splice,nbk,dtree,IE,2547,638,1,4,93.89,94.59,2.07,97.90 q2s/splice,oneR,dtree,IE,2547,638,1,4,24.92,0.00,47.87,0.00 q2s/splice,bayes,dtree,IE,2551,634,1,5,94.64,97.33,2.36,97.99 q2s/splice,j48,dtree,IE,2551,634,1,5,94.32,99.29,5.93,94.56 q2s/splice,nbk,dtree,IE,2551,634,1,5,94.64,97.33,2.36,97.99 q2s/splice,oneR,dtree,IE,2551,634,1,5,20.82,100.00,54.04,0.65 q2s/splice,bayes,dtree,IE,2549,637,2,1,95.13,98.04,0.79,99.34 q2s/splice,j48,dtree,IE,2549,637,2,1,94.66,99.32,5.84,94.77 q2s/splice,nbk,dtree,IE,2549,637,2,1,95.13,98.04,0.79,99.34 q2s/splice,oneR,dtree,IE,2549,637,2,1,20.88,100.00,54.39,1.90 q2s/splice,bayes,dtree,IE,2548,638,2,2,94.83,94.41,2.11,98.06 q2s/splice,j48,dtree,IE,2548,638,2,2,94.98,99.34,5.16,94.94 q2s/splice,nbk,dtree,IE,2548,638,2,2,94.83,94.41,2.11,98.06 q2s/splice,oneR,dtree,IE,2548,638,2,2,23.98,100.00,50.97,0.63 q2s/splice,bayes,dtree,IE,2548,638,2,3,95.77,96.86,1.34,98.72 q2s/splice,j48,dtree,IE,2548,638,2,3,94.20,97.96,6.88,92.90 q2s/splice,nbk,dtree,IE,2548,638,2,3,95.77,96.86,1.34,98.72 q2s/splice,oneR,dtree,IE,2548,638,2,3,25.08,100.00,50.00,2.50 q2s/splice,bayes,dtree,IE,2548,638,2,4,94.98,98.56,3.25,96.48 q2s/splice,j48,dtree,IE,2548,638,2,4,93.10,99.23,6.55,92.14 q2s/splice,nbk,dtree,IE,2548,638,2,4,94.98,98.56,3.25,96.48 q2s/splice,oneR,dtree,IE,2548,638,2,4,25.24,100.00,47.87,1.35 q2s/splice,bayes,dtree,IE,2551,635,2,5,96.06,97.14,1.26,98.55 q2s/splice,j48,dtree,IE,2551,635,2,5,93.54,100.00,6.25,91.97 q2s/splice,nbk,dtree,IE,2551,635,2,5,96.06,97.14,1.26,98.55 q2s/splice,oneR,dtree,IE,2551,635,2,5,26.93,100.00,44.95,1.43 q2s/splice,bayes,dtree,IE,2548,637,3,1,94.03,97.14,2.16,97.84 q2s/splice,j48,dtree,IE,2548,637,3,1,92.78,98.48,6.71,92.86 q2s/splice,nbk,dtree,IE,2548,637,3,1,94.03,97.14,2.16,97.84 q2s/splice,oneR,dtree,IE,2548,637,3,1,22.92,100.00,49.83,0.69 q2s/splice,bayes,dtree,IE,2547,638,3,2,95.92,97.95,2.86,97.28 q2s/splice,j48,dtree,IE,2547,638,3,2,94.04,98.57,4.83,95.17 q2s/splice,nbk,dtree,IE,2547,638,3,2,95.92,97.95,2.86,97.28 q2s/splice,oneR,dtree,IE,2547,638,3,2,22.57,100.00,51.20,1.32 q2s/splice,bayes,dtree,IE,2547,638,3,3,96.24,98.11,1.42,98.73 q2s/splice,j48,dtree,IE,2547,638,3,3,95.45,98.70,3.97,96.20 q2s/splice,nbk,dtree,IE,2547,638,3,3,96.24,98.11,1.42,98.73 q2s/splice,oneR,dtree,IE,2547,638,3,3,23.82,100.00,51.78,1.84 q2s/splice,bayes,dtree,IE,2547,638,3,4,95.92,93.84,0.59,99.28 q2s/splice,j48,dtree,IE,2547,638,3,4,93.89,97.04,3.89,94.93 q2s/splice,nbk,dtree,IE,2547,638,3,4,95.92,93.84,0.59,99.28 q2s/splice,oneR,dtree,IE,2547,638,3,4,28.37,100.00,43.75,0.71 q2s/splice,bayes,dtree,IE,2551,634,3,5,93.85,98.10,1.45,98.73 q2s/splice,j48,dtree,IE,2551,634,3,5,93.69,96.15,6.62,93.75 q2s/splice,nbk,dtree,IE,2551,634,3,5,93.85,98.10,1.45,98.73 q2s/splice,oneR,dtree,IE,2551,634,3,5,23.82,100.00,52.08,0.61 q2s/splice,bayes,dtree,IE,2549,637,4,1,96.08,97.35,1.35,98.66 q2s/splice,j48,dtree,IE,2549,637,4,1,94.51,97.92,2.56,97.24 q2s/splice,nbk,dtree,IE,2549,637,4,1,96.08,97.35,1.35,98.66 q2s/splice,oneR,dtree,IE,2549,637,4,1,24.96,100.00,49.03,1.31 q2s/splice,bayes,dtree,IE,2548,638,4,2,94.67,97.12,4.00,95.74 q2s/splice,j48,dtree,IE,2548,638,4,2,92.63,100.00,12.72,84.17 q2s/splice,nbk,dtree,IE,2548,638,4,2,94.67,97.12,4.00,95.74 q2s/splice,oneR,dtree,IE,2548,638,4,2,23.98,100.00,48.64,1.38 q2s/splice,bayes,dtree,IE,2548,638,4,3,95.30,97.39,1.40,98.68 q2s/splice,j48,dtree,IE,2548,638,4,3,93.10,97.92,7.14,92.76 q2s/splice,nbk,dtree,IE,2548,638,4,3,95.30,97.39,1.40,98.68 q2s/splice,oneR,dtree,IE,2548,638,4,3,23.67,100.00,51.14,0.63 q2s/splice,bayes,dtree,IE,2548,638,4,4,95.45,96.15,2.07,98.04 q2s/splice,j48,dtree,IE,2548,638,4,4,93.26,94.94,3.47,96.77 q2s/splice,nbk,dtree,IE,2548,638,4,4,95.45,96.15,2.07,98.04 q2s/splice,oneR,dtree,IE,2548,638,4,4,24.45,100.00,50.32,1.27 q2s/splice,bayes,dtree,IE,2551,635,4,5,94.65,96.03,1.36,98.64 q2s/splice,j48,dtree,IE,2551,635,4,5,94.49,97.96,3.85,96.00 q2s/splice,nbk,dtree,IE,2551,635,4,5,94.65,96.03,1.36,98.64 q2s/splice,oneR,dtree,IE,2551,635,4,5,24.72,100.00,49.51,1.95 q2s/splice,bayes,dtree,IE,2550,637,5,1,95.13,96.48,1.96,97.86 q2s/splice,j48,dtree,IE,2550,637,5,1,94.98,97.28,3.80,95.97 q2s/splice,nbk,dtree,IE,2550,637,5,1,95.13,96.48,1.96,97.86 q2s/splice,oneR,dtree,IE,2550,637,5,1,25.43,100.00,48.55,1.31 q2s/splice,bayes,dtree,IE,2549,638,5,2,95.14,98.65,0.68,99.32 q2s/splice,j48,dtree,IE,2549,638,5,2,94.20,100.00,1.96,97.95 q2s/splice,nbk,dtree,IE,2549,638,5,2,95.14,98.65,0.68,99.32 q2s/splice,oneR,dtree,IE,2549,638,5,2,24.45,100.00,49.35,0.66 q2s/splice,bayes,dtree,IE,2549,638,5,3,94.83,97.28,0.70,99.31 q2s/splice,j48,dtree,IE,2549,638,5,3,93.57,97.06,6.41,92.96 q2s/splice,nbk,dtree,IE,2549,638,5,3,94.83,97.28,0.70,99.31 q2s/splice,oneR,dtree,IE,2549,638,5,3,24.14,100.00,48.99,1.35 q2s/splice,bayes,dtree,IE,2549,638,5,4,94.98,96.08,5.59,94.84 q2s/splice,j48,dtree,IE,2549,638,5,4,93.10,97.18,9.27,90.79 q2s/splice,nbk,dtree,IE,2549,638,5,4,94.98,96.08,5.59,94.84 q2s/splice,oneR,dtree,IE,2549,638,5,4,22.73,100.00,52.32,0.63 q2s/splice,bayes,dtree,IE,2551,636,5,5,96.54,96.18,0.68,99.34 q2s/splice,j48,dtree,IE,2551,636,5,5,95.28,98.64,3.75,96.03 q2s/splice,nbk,dtree,IE,2551,636,5,5,96.54,96.18,0.68,99.34 q2s/splice,oneR,dtree,IE,2551,636,5,5,24.53,0.00,49.68,0.00 q2s/splice,bayes,tbin,IE,2549,637,1,1,94.98,96.23,1.46,98.71 q2s/splice,j48,tbin,IE,2549,637,1,1,94.82,99.33,4.73,95.51 q2s/splice,nbk,tbin,IE,2549,637,1,1,94.98,96.23,1.46,98.71 q2s/splice,oneR,tbin,IE,2549,637,1,1,23.39,100.00,52.29,1.84 q2s/splice,bayes,tbin,IE,2548,638,1,2,95.30,98.61,2.68,97.26 q2s/splice,j48,tbin,IE,2548,638,1,2,93.73,99.28,2.63,97.16 q2s/splice,nbk,tbin,IE,2548,638,1,2,95.30,98.61,2.68,97.26 q2s/splice,oneR,tbin,IE,2548,638,1,2,23.82,100.00,49.83,1.32 q2s/splice,bayes,tbin,IE,2548,638,1,3,96.39,96.53,0.68,99.29 q2s/splice,j48,tbin,IE,2548,638,1,3,93.10,98.55,3.29,96.45 q2s/splice,nbk,tbin,IE,2548,638,1,3,96.39,96.53,0.68,99.29 q2s/splice,oneR,tbin,IE,2548,638,1,3,24.76,100.00,47.83,1.38 q2s/splice,bayes,tbin,IE,2548,638,1,4,94.04,96.05,2.13,97.99 q2s/splice,j48,tbin,IE,2548,638,1,4,93.73,96.64,5.92,94.12 q2s/splice,nbk,tbin,IE,2548,638,1,4,94.04,96.05,2.13,97.99 q2s/splice,oneR,tbin,IE,2548,638,1,4,24.14,100.00,50.17,1.94 q2s/splice,bayes,tbin,IE,2551,635,1,5,95.91,96.05,1.30,98.65 q2s/splice,j48,tbin,IE,2551,635,1,5,93.70,97.86,6.06,93.20 q2s/splice,nbk,tbin,IE,2551,635,1,5,95.91,96.05,1.30,98.65 q2s/splice,oneR,tbin,IE,2551,635,1,5,25.98,100.00,47.92,1.32 q2s/splice,bayes,tbin,IE,2548,637,2,1,93.88,97.18,2.68,97.18 q2s/splice,j48,tbin,IE,2548,637,2,1,93.88,98.56,3.85,95.80 q2s/splice,nbk,tbin,IE,2548,637,2,1,93.88,97.18,2.68,97.18 q2s/splice,oneR,tbin,IE,2548,637,2,1,25.27,100.00,47.85,2.03 q2s/splice,bayes,tbin,IE,2547,638,2,2,94.67,96.30,0.73,99.36 q2s/splice,j48,tbin,IE,2547,638,2,2,93.89,99.34,5.81,94.34 q2s/splice,nbk,tbin,IE,2547,638,2,2,94.67,96.30,0.73,99.36 q2s/splice,oneR,tbin,IE,2547,638,2,2,24.14,100.00,51.14,2.48 q2s/splice,bayes,tbin,IE,2547,638,2,3,96.71,98.00,2.21,98.00 q2s/splice,j48,tbin,IE,2547,638,2,3,94.04,96.73,3.03,97.37 q2s/splice,nbk,tbin,IE,2547,638,2,3,96.71,98.00,2.21,98.00 q2s/splice,oneR,tbin,IE,2547,638,2,3,21.63,100.00,53.24,0.64 q2s/splice,bayes,tbin,IE,2547,638,2,4,94.98,97.30,2.10,97.96 q2s/splice,j48,tbin,IE,2547,638,2,4,93.73,96.50,3.47,96.50 q2s/splice,nbk,tbin,IE,2547,638,2,4,94.98,97.30,2.10,97.96 q2s/splice,oneR,tbin,IE,2547,638,2,4,23.20,100.00,50.67,0.66 q2s/splice,bayes,tbin,IE,2551,634,2,5,96.37,97.22,1.80,97.90 q2s/splice,j48,tbin,IE,2551,634,2,5,94.32,97.08,6.70,91.72 q2s/splice,nbk,tbin,IE,2551,634,2,5,96.37,97.22,1.80,97.90 q2s/splice,oneR,tbin,IE,2551,634,2,5,27.29,100.00,46.08,0.68 q2s/splice,bayes,tbin,IE,2549,637,3,1,94.82,98.61,2.17,97.93 q2s/splice,j48,tbin,IE,2549,637,3,1,91.99,95.36,5.63,94.74 q2s/splice,nbk,tbin,IE,2549,637,3,1,94.82,98.61,2.17,97.93 q2s/splice,oneR,tbin,IE,2549,637,3,1,22.45,100.00,52.04,1.29 q2s/splice,bayes,tbin,IE,2548,638,3,2,96.39,95.45,0.00,100.00 q2s/splice,j48,tbin,IE,2548,638,3,2,95.77,98.58,3.38,96.53 q2s/splice,nbk,tbin,IE,2548,638,3,2,96.39,95.45,0.00,100.00 q2s/splice,oneR,tbin,IE,2548,638,3,2,23.51,100.00,49.66,0.68 q2s/splice,bayes,tbin,IE,2548,638,3,3,94.98,96.95,1.43,98.76 q2s/splice,j48,tbin,IE,2548,638,3,3,93.89,99.38,3.40,96.95 q2s/splice,nbk,tbin,IE,2548,638,3,3,94.98,96.95,1.43,98.76 q2s/splice,oneR,tbin,IE,2548,638,3,3,23.82,100.00,52.41,2.40 q2s/splice,bayes,tbin,IE,2548,638,3,4,95.30,97.86,1.19,98.56 q2s/splice,j48,tbin,IE,2548,638,3,4,95.30,97.74,4.89,93.53 q2s/splice,nbk,tbin,IE,2548,638,3,4,95.30,97.86,1.19,98.56 q2s/splice,oneR,tbin,IE,2548,638,3,4,28.68,100.00,43.65,0.70 q2s/splice,bayes,tbin,IE,2551,635,3,5,95.28,96.64,3.57,96.64 q2s/splice,j48,tbin,IE,2551,635,3,5,92.44,96.45,7.38,92.52 q2s/splice,nbk,tbin,IE,2551,635,3,5,95.28,96.64,3.57,96.64 q2s/splice,oneR,tbin,IE,2551,635,3,5,22.99,100.00,51.52,1.29 q2s/splice,bayes,tbin,IE,2552,637,4,1,95.45,95.30,2.70,97.26 q2s/splice,j48,tbin,IE,2552,637,4,1,92.94,97.12,7.74,91.84 q2s/splice,nbk,tbin,IE,2552,637,4,1,95.45,95.30,2.70,97.26 q2s/splice,oneR,tbin,IE,2552,637,4,1,24.96,100.00,48.49,3.33 q2s/splice,bayes,tbin,IE,2551,638,4,2,95.14,97.96,1.30,98.63 q2s/splice,j48,tbin,IE,2551,638,4,2,92.79,100.00,11.05,86.30 q2s/splice,nbk,tbin,IE,2551,638,4,2,95.14,97.96,1.30,98.63 q2s/splice,oneR,tbin,IE,2551,638,4,2,25.71,0.00,47.77,0.00 q2s/splice,bayes,tbin,IE,2551,638,4,3,95.77,99.26,2.05,97.81 q2s/splice,j48,tbin,IE,2551,638,4,3,93.73,97.71,5.23,94.12 q2s/splice,nbk,tbin,IE,2551,638,4,3,95.77,99.26,2.05,97.81 q2s/splice,oneR,tbin,IE,2551,638,4,3,23.35,100.00,48.79,0.70 q2s/splice,bayes,tbin,IE,2551,638,4,4,94.83,95.24,0.66,99.38 q2s/splice,j48,tbin,IE,2551,638,4,4,94.20,98.75,3.66,96.34 q2s/splice,nbk,tbin,IE,2551,638,4,4,94.83,95.24,0.66,99.38 q2s/splice,oneR,tbin,IE,2551,638,4,4,26.33,100.00,50.00,2.98 q2s/splice,bayes,tbin,IE,2551,638,4,5,95.61,98.03,3.70,96.75 q2s/splice,j48,tbin,IE,2551,638,4,5,94.51,98.63,6.38,94.12 q2s/splice,nbk,tbin,IE,2551,638,4,5,95.61,98.03,3.70,96.75 q2s/splice,oneR,tbin,IE,2551,638,4,5,21.63,100.00,53.40,0.63 q2s/splice,bayes,tbin,IE,2547,637,5,1,94.82,96.38,4.03,95.68 q2s/splice,j48,tbin,IE,2547,637,5,1,93.72,95.74,4.61,95.07 q2s/splice,nbk,tbin,IE,2547,637,5,1,94.82,96.38,4.03,95.68 q2s/splice,oneR,tbin,IE,2547,637,5,1,24.33,100.00,48.15,0.69 q2s/splice,bayes,tbin,IE,2546,638,5,2,95.92,98.61,0.00,100.00 q2s/splice,j48,tbin,IE,2546,638,5,2,94.51,100.00,4.73,94.52 q2s/splice,nbk,tbin,IE,2546,638,5,2,95.92,98.61,0.00,100.00 q2s/splice,oneR,tbin,IE,2546,638,5,2,26.33,100.00,46.96,1.34 q2s/splice,bayes,tbin,IE,2546,638,5,3,93.57,95.06,0.76,99.35 q2s/splice,j48,tbin,IE,2546,638,5,3,92.63,96.13,4.20,96.13 q2s/splice,nbk,tbin,IE,2546,638,5,3,93.57,95.06,0.76,99.35 q2s/splice,oneR,tbin,IE,2546,638,5,3,22.73,100.00,52.63,0.62 q2s/splice,bayes,tbin,IE,2546,638,5,4,95.92,97.20,1.90,97.89 q2s/splice,j48,tbin,IE,2546,638,5,4,94.04,97.84,2.58,97.14 q2s/splice,nbk,tbin,IE,2546,638,5,4,95.92,97.20,1.90,97.89 q2s/splice,oneR,tbin,IE,2546,638,5,4,25.71,100.00,47.21,2.04 q2s/splice,bayes,tbin,IE,2551,633,5,5,96.52,98.74,3.60,96.91 q2s/splice,j48,tbin,IE,2551,633,5,5,95.58,99.34,6.71,93.79 q2s/splice,nbk,tbin,IE,2551,633,5,5,96.52,98.74,3.60,96.91 q2s/splice,oneR,tbin,IE,2551,633,5,5,22.43,100.00,53.62,0.61 q2s/splice,bayes,fayyadIrani,IE,2550,637,1,1,95.13,97.83,2.67,97.12 q2s/splice,j48,fayyadIrani,IE,2550,637,1,1,94.51,97.79,3.87,95.68 q2s/splice,nbk,fayyadIrani,IE,2550,637,1,1,95.13,97.83,2.67,97.12 q2s/splice,oneR,fayyadIrani,IE,2550,637,1,1,24.65,100.00,47.64,1.40 q2s/splice,bayes,fayyadIrani,IE,2549,638,1,2,96.24,97.99,0.70,99.32 q2s/splice,j48,fayyadIrani,IE,2549,638,1,2,95.61,99.29,3.90,95.89 q2s/splice,nbk,fayyadIrani,IE,2549,638,1,2,96.24,97.99,0.70,99.32 q2s/splice,oneR,fayyadIrani,IE,2549,638,1,2,23.98,100.00,49.67,1.32 q2s/splice,bayes,fayyadIrani,IE,2549,638,1,3,94.04,96.95,2.61,97.55 q2s/splice,j48,fayyadIrani,IE,2549,638,1,3,94.67,100.00,4.73,95.29 q2s/splice,nbk,fayyadIrani,IE,2549,638,1,3,94.04,96.95,2.61,97.55 q2s/splice,oneR,fayyadIrani,IE,2549,638,1,3,25.71,100.00,51.06,1.17 q2s/splice,bayes,fayyadIrani,IE,2549,638,1,4,96.08,96.60,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2549,638,1,4,94.36,99.29,1.97,97.90 q2s/splice,nbk,fayyadIrani,IE,2549,638,1,4,96.08,96.60,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2549,638,1,4,24.61,100.00,48.48,2.70 q2s/splice,bayes,fayyadIrani,IE,2551,636,1,5,94.97,95.39,3.57,96.67 q2s/splice,j48,fayyadIrani,IE,2551,636,1,5,92.45,94.67,6.29,94.04 q2s/splice,nbk,fayyadIrani,IE,2551,636,1,5,94.97,95.39,3.57,96.67 q2s/splice,oneR,fayyadIrani,IE,2551,636,1,5,23.11,100.00,51.34,1.29 q2s/splice,bayes,fayyadIrani,IE,2546,637,2,1,95.45,97.28,2.11,97.95 q2s/splice,j48,fayyadIrani,IE,2546,637,2,1,92.94,99.28,5.92,93.88 q2s/splice,nbk,fayyadIrani,IE,2546,637,2,1,95.45,97.28,2.11,97.95 q2s/splice,oneR,fayyadIrani,IE,2546,637,2,1,23.23,100.00,50.00,1.35 q2s/splice,bayes,fayyadIrani,IE,2545,638,2,2,95.30,95.59,0.65,99.24 q2s/splice,j48,fayyadIrani,IE,2545,638,2,2,94.67,93.33,3.73,95.45 q2s/splice,nbk,fayyadIrani,IE,2545,638,2,2,95.30,95.59,0.65,99.24 q2s/splice,oneR,fayyadIrani,IE,2545,638,2,2,25.86,100.00,45.33,0.73 q2s/splice,bayes,fayyadIrani,IE,2545,638,2,3,95.92,97.70,2.22,98.27 q2s/splice,j48,fayyadIrani,IE,2545,638,2,3,92.95,99.38,7.69,93.53 q2s/splice,nbk,fayyadIrani,IE,2545,638,2,3,95.92,97.70,2.22,98.27 q2s/splice,oneR,fayyadIrani,IE,2545,638,2,3,22.26,100.00,55.56,1.13 q2s/splice,bayes,fayyadIrani,IE,2545,638,2,4,94.98,97.93,1.90,97.93 q2s/splice,j48,fayyadIrani,IE,2545,638,2,4,93.10,96.48,6.51,92.57 q2s/splice,nbk,fayyadIrani,IE,2545,638,2,4,94.98,97.93,1.90,97.93 q2s/splice,oneR,fayyadIrani,IE,2545,638,2,4,26.33,100.00,47.30,1.32 q2s/splice,bayes,fayyadIrani,IE,2551,632,2,5,94.78,96.62,2.13,97.95 q2s/splice,j48,fayyadIrani,IE,2551,632,2,5,95.25,97.95,2.70,97.28 q2s/splice,nbk,fayyadIrani,IE,2551,632,2,5,94.78,96.62,2.13,97.95 q2s/splice,oneR,fayyadIrani,IE,2551,632,2,5,23.42,100.00,50.84,0.65 q2s/splice,bayes,fayyadIrani,IE,2549,637,3,1,96.39,98.79,2.21,98.19 q2s/splice,j48,fayyadIrani,IE,2549,637,3,1,94.66,98.12,6.34,94.58 q2s/splice,nbk,fayyadIrani,IE,2549,637,3,1,96.39,98.79,2.21,98.19 q2s/splice,oneR,fayyadIrani,IE,2549,637,3,1,21.98,100.00,55.19,1.16 q2s/splice,bayes,fayyadIrani,IE,2548,638,3,2,96.08,96.55,1.28,98.59 q2s/splice,j48,fayyadIrani,IE,2548,638,3,2,92.79,97.18,3.82,95.83 q2s/splice,nbk,fayyadIrani,IE,2548,638,3,2,96.08,96.55,1.28,98.59 q2s/splice,oneR,fayyadIrani,IE,2548,638,3,2,25.55,100.00,47.40,0.68 q2s/splice,bayes,fayyadIrani,IE,2548,638,3,3,95.30,98.66,3.60,96.71 q2s/splice,j48,fayyadIrani,IE,2548,638,3,3,94.04,97.95,5.44,94.70 q2s/splice,nbk,fayyadIrani,IE,2548,638,3,3,95.30,98.66,3.60,96.71 q2s/splice,oneR,fayyadIrani,IE,2548,638,3,3,22.57,100.00,52.17,0.64 q2s/splice,bayes,fayyadIrani,IE,2548,638,3,4,94.98,96.88,0.68,99.20 q2s/splice,j48,fayyadIrani,IE,2548,638,3,4,94.20,98.36,3.80,95.24 q2s/splice,nbk,fayyadIrani,IE,2548,638,3,4,94.98,96.88,0.68,99.20 q2s/splice,oneR,fayyadIrani,IE,2548,638,3,4,24.92,100.00,44.72,1.55 q2s/splice,bayes,fayyadIrani,IE,2551,635,3,5,93.70,93.94,1.34,98.73 q2s/splice,j48,fayyadIrani,IE,2551,635,3,5,93.39,96.69,5.95,93.59 q2s/splice,nbk,fayyadIrani,IE,2551,635,3,5,93.70,93.94,1.34,98.73 q2s/splice,oneR,fayyadIrani,IE,2551,635,3,5,26.14,100.00,49.38,1.23 q2s/splice,bayes,fayyadIrani,IE,2549,637,4,1,95.13,95.89,1.97,97.90 q2s/splice,j48,fayyadIrani,IE,2549,637,4,1,94.03,97.90,4.46,95.24 q2s/splice,nbk,fayyadIrani,IE,2549,637,4,1,95.13,95.89,1.97,97.90 q2s/splice,oneR,fayyadIrani,IE,2549,637,4,1,24.96,100.00,48.87,0.66 q2s/splice,bayes,fayyadIrani,IE,2548,638,4,2,95.45,97.47,2.76,97.47 q2s/splice,j48,fayyadIrani,IE,2548,638,4,2,93.57,97.99,6.45,93.59 q2s/splice,nbk,fayyadIrani,IE,2548,638,4,2,95.45,97.47,2.76,97.47 q2s/splice,oneR,fayyadIrani,IE,2548,638,4,2,23.51,100.00,51.94,0.62 q2s/splice,bayes,fayyadIrani,IE,2548,638,4,3,94.04,94.70,2.00,97.95 q2s/splice,j48,fayyadIrani,IE,2548,638,4,3,92.95,97.18,5.99,93.24 q2s/splice,nbk,fayyadIrani,IE,2548,638,4,3,94.04,94.70,2.00,97.95 q2s/splice,oneR,fayyadIrani,IE,2548,638,4,3,25.86,100.00,48.06,2.61 q2s/splice,bayes,fayyadIrani,IE,2548,638,4,4,95.92,98.08,1.61,98.71 q2s/splice,j48,fayyadIrani,IE,2548,638,4,4,94.36,99.33,4.55,96.13 q2s/splice,nbk,fayyadIrani,IE,2548,638,4,4,95.92,98.08,1.61,98.71 q2s/splice,oneR,fayyadIrani,IE,2548,638,4,4,21.16,100.00,54.20,2.52 q2s/splice,bayes,fayyadIrani,IE,2551,635,4,5,95.28,95.77,2.47,97.14 q2s/splice,j48,fayyadIrani,IE,2551,635,4,5,93.86,97.06,5.26,93.62 q2s/splice,nbk,fayyadIrani,IE,2551,635,4,5,95.28,95.77,2.47,97.14 q2s/splice,oneR,fayyadIrani,IE,2551,635,4,5,26.77,100.00,45.45,1.41 q2s/splice,bayes,fayyadIrani,IE,2550,637,5,1,95.92,97.89,1.35,98.58 q2s/splice,j48,fayyadIrani,IE,2550,637,5,1,94.98,99.28,3.87,95.80 q2s/splice,nbk,fayyadIrani,IE,2550,637,5,1,95.92,97.89,1.35,98.58 q2s/splice,oneR,fayyadIrani,IE,2550,637,5,1,24.49,100.00,47.96,2.08 q2s/splice,bayes,fayyadIrani,IE,2549,638,5,2,94.83,96.45,1.82,97.84 q2s/splice,j48,fayyadIrani,IE,2549,638,5,2,93.10,94.93,4.62,94.24 q2s/splice,nbk,fayyadIrani,IE,2549,638,5,2,94.83,96.45,1.82,97.84 q2s/splice,oneR,fayyadIrani,IE,2549,638,5,2,27.43,100.00,45.45,0.68 q2s/splice,bayes,fayyadIrani,IE,2549,638,5,3,94.83,94.84,2.84,97.35 q2s/splice,j48,fayyadIrani,IE,2549,638,5,3,95.14,97.32,4.67,95.39 q2s/splice,nbk,fayyadIrani,IE,2549,638,5,3,94.83,94.84,2.84,97.35 q2s/splice,oneR,fayyadIrani,IE,2549,638,5,3,23.67,100.00,50.66,1.29 q2s/splice,bayes,fayyadIrani,IE,2549,638,5,4,96.71,98.08,0.69,99.35 q2s/splice,j48,fayyadIrani,IE,2549,638,5,4,92.48,100.00,11.38,87.58 q2s/splice,nbk,fayyadIrani,IE,2549,638,5,4,96.71,98.08,0.69,99.35 q2s/splice,oneR,fayyadIrani,IE,2549,638,5,4,23.98,100.00,50.81,0.63 q2s/splice,bayes,fayyadIrani,IE,2551,636,5,5,94.81,96.88,1.53,98.73 q2s/splice,j48,fayyadIrani,IE,2551,636,5,5,93.71,96.91,3.70,96.91 q2s/splice,nbk,fayyadIrani,IE,2551,636,5,5,94.81,96.88,1.53,98.73 q2s/splice,oneR,fayyadIrani,IE,2551,636,5,5,22.33,100.00,53.67,1.83 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/vote,bayes,cat,republican,349,86,1,1,91.86,88.89,6.78,85.71 t2z/vote,j48,cat,republican,349,86,1,1,97.67,96.43,1.72,96.43 t2z/vote,nbk,cat,republican,349,86,1,1,91.86,88.89,6.78,85.71 t2z/vote,oneR,cat,republican,349,86,1,1,96.51,93.10,1.75,96.43 t2z/vote,bayes,cat,republican,348,87,1,2,91.95,87.10,5.36,90.00 t2z/vote,j48,cat,republican,348,87,1,2,100.00,100.00,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,1,2,91.95,87.10,5.36,90.00 t2z/vote,oneR,cat,republican,348,87,1,2,100.00,100.00,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,3,87.36,76.19,2.22,96.97 t2z/vote,j48,cat,republican,348,87,1,3,97.70,96.97,1.85,96.97 t2z/vote,nbk,cat,republican,348,87,1,3,87.36,76.19,2.22,96.97 t2z/vote,oneR,cat,republican,348,87,1,3,95.40,91.43,1.92,96.97 t2z/vote,bayes,cat,republican,348,87,1,4,90.80,86.49,6.00,91.43 t2z/vote,j48,cat,republican,348,87,1,4,94.25,94.12,5.66,91.43 t2z/vote,nbk,cat,republican,348,87,1,4,90.80,86.49,6.00,91.43 t2z/vote,oneR,cat,republican,348,87,1,4,94.25,89.47,2.04,97.14 t2z/vote,bayes,cat,republican,348,87,1,5,89.66,85.11,5.00,95.24 t2z/vote,j48,cat,republican,348,87,1,5,93.10,90.91,4.65,95.24 t2z/vote,nbk,cat,republican,348,87,1,5,89.66,85.11,5.00,95.24 t2z/vote,oneR,cat,republican,348,87,1,5,91.95,88.89,4.76,95.24 t2z/vote,bayes,cat,republican,349,86,2,1,88.37,80.00,5.88,90.32 t2z/vote,j48,cat,republican,349,86,2,1,96.51,96.67,3.57,93.55 t2z/vote,nbk,cat,republican,349,86,2,1,88.37,80.00,5.88,90.32 t2z/vote,oneR,cat,republican,349,86,2,1,95.35,90.91,1.89,96.77 t2z/vote,bayes,cat,republican,348,87,2,2,93.10,85.71,3.39,92.31 t2z/vote,j48,cat,republican,348,87,2,2,97.70,96.15,1.64,96.15 t2z/vote,nbk,cat,republican,348,87,2,2,93.10,85.71,3.39,92.31 t2z/vote,oneR,cat,republican,348,87,2,2,97.70,96.15,1.64,96.15 t2z/vote,bayes,cat,republican,348,87,2,3,93.10,90.91,4.65,95.24 t2z/vote,j48,cat,republican,348,87,2,3,96.55,93.33,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,2,3,93.10,90.91,4.65,95.24 t2z/vote,oneR,cat,republican,348,87,2,3,95.40,91.30,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,4,86.21,77.50,6.38,91.18 t2z/vote,j48,cat,republican,348,87,2,4,95.40,96.88,5.45,91.18 t2z/vote,nbk,cat,republican,348,87,2,4,86.21,77.50,6.38,91.18 t2z/vote,oneR,cat,republican,348,87,2,4,93.10,88.89,3.92,94.12 t2z/vote,bayes,cat,republican,348,87,2,5,90.80,86.49,6.00,91.43 t2z/vote,j48,cat,republican,348,87,2,5,96.55,97.06,3.77,94.29 t2z/vote,nbk,cat,republican,348,87,2,5,90.80,86.49,6.00,91.43 t2z/vote,oneR,cat,republican,348,87,2,5,96.55,94.44,1.96,97.14 t2z/vote,bayes,cat,republican,349,86,3,1,86.05,78.57,6.82,91.67 t2z/vote,j48,cat,republican,349,86,3,1,90.70,88.89,8.00,88.89 t2z/vote,nbk,cat,republican,349,86,3,1,86.05,78.57,6.82,91.67 t2z/vote,oneR,cat,republican,349,86,3,1,90.70,85.00,4.35,94.44 t2z/vote,bayes,cat,republican,348,87,3,2,89.66,92.86,11.86,78.79 t2z/vote,j48,cat,republican,348,87,3,2,96.55,100.00,5.26,90.91 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t2z/vote,oneR,tbin,republican,348,87,4,3,95.40,88.46,1.64,95.83 t2z/vote,bayes,tbin,republican,348,87,4,4,96.55,97.37,4.08,94.87 t2z/vote,j48,tbin,republican,348,87,4,4,100.00,100.00,0.00,100.00 t2z/vote,nbk,tbin,republican,348,87,4,4,96.55,97.37,4.08,94.87 t2z/vote,oneR,tbin,republican,348,87,4,4,98.85,97.50,0.00,100.00 t2z/vote,bayes,tbin,republican,348,87,4,5,87.36,77.50,4.26,93.94 t2z/vote,j48,tbin,republican,348,87,4,5,95.40,91.43,1.92,96.97 t2z/vote,nbk,tbin,republican,348,87,4,5,87.36,77.50,4.26,93.94 t2z/vote,oneR,tbin,republican,348,87,4,5,94.25,88.89,1.96,96.97 t2z/vote,bayes,tbin,republican,349,86,5,1,91.86,85.71,3.92,93.75 t2z/vote,j48,tbin,republican,349,86,5,1,94.19,88.57,1.96,96.88 t2z/vote,nbk,tbin,republican,349,86,5,1,91.86,85.71,3.92,93.75 t2z/vote,oneR,tbin,republican,349,86,5,1,93.02,86.11,2.00,96.88 t2z/vote,bayes,tbin,republican,348,87,5,2,88.51,77.14,3.85,93.10 t2z/vote,j48,tbin,republican,348,87,5,2,100.00,100.00,0.00,100.00 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t2z/vote,j48,fayyadIrani,republican,349,86,1,1,96.51,96.55,3.51,93.33 t2z/vote,nbk,fayyadIrani,republican,349,86,1,1,88.37,77.78,4.00,93.33 t2z/vote,oneR,fayyadIrani,republican,349,86,1,1,95.35,90.62,1.85,96.67 t2z/vote,bayes,fayyadIrani,republican,348,87,1,2,89.66,87.80,8.70,90.00 t2z/vote,j48,fayyadIrani,republican,348,87,1,2,96.55,97.44,4.17,95.00 t2z/vote,nbk,fayyadIrani,republican,348,87,1,2,89.66,87.80,8.70,90.00 t2z/vote,oneR,fayyadIrani,republican,348,87,1,2,95.40,92.86,2.22,97.50 t2z/vote,bayes,fayyadIrani,republican,348,87,1,3,89.66,83.78,6.00,91.18 t2z/vote,j48,fayyadIrani,republican,348,87,1,3,95.40,96.88,5.45,91.18 t2z/vote,nbk,fayyadIrani,republican,348,87,1,3,89.66,83.78,6.00,91.18 t2z/vote,oneR,fayyadIrani,republican,348,87,1,3,93.10,88.89,3.92,94.12 t2z/vote,bayes,fayyadIrani,republican,348,87,1,4,87.36,83.33,8.89,89.74 t2z/vote,j48,fayyadIrani,republican,348,87,1,4,97.70,95.12,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,1,4,87.36,83.33,8.89,89.74 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t2z/vote,j48,fayyadIrani,republican,348,87,2,3,93.10,87.10,3.57,93.10 t2z/vote,nbk,fayyadIrani,republican,348,87,2,3,88.51,78.79,5.56,89.66 t2z/vote,oneR,fayyadIrani,republican,348,87,2,3,93.10,87.10,3.57,93.10 t2z/vote,bayes,fayyadIrani,republican,348,87,2,4,89.66,84.85,7.41,87.50 t2z/vote,j48,fayyadIrani,republican,348,87,2,4,96.55,96.77,3.57,93.75 t2z/vote,nbk,fayyadIrani,republican,348,87,2,4,89.66,84.85,7.41,87.50 t2z/vote,oneR,fayyadIrani,republican,348,87,2,4,96.55,93.94,1.85,96.88 t2z/vote,bayes,fayyadIrani,republican,348,87,2,5,89.66,81.58,4.08,93.94 t2z/vote,j48,fayyadIrani,republican,348,87,2,5,98.85,100.00,1.82,96.97 t2z/vote,nbk,fayyadIrani,republican,348,87,2,5,89.66,81.58,4.08,93.94 t2z/vote,oneR,fayyadIrani,republican,348,87,2,5,96.55,91.67,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,349,86,3,1,87.21,83.33,10.00,85.71 t2z/vote,j48,fayyadIrani,republican,349,86,3,1,94.19,91.67,4.00,94.29 t2z/vote,nbk,fayyadIrani,republican,349,86,3,1,87.21,83.33,10.00,85.71 t2z/vote,oneR,fayyadIrani,republican,349,86,3,1,94.19,91.67,4.00,94.29 t2z/vote,bayes,fayyadIrani,republican,348,87,3,2,89.66,80.00,3.85,93.33 t2z/vote,j48,fayyadIrani,republican,348,87,3,2,95.40,90.62,1.82,96.67 t2z/vote,nbk,fayyadIrani,republican,348,87,3,2,89.66,80.00,3.85,93.33 t2z/vote,oneR,fayyadIrani,republican,348,87,3,2,96.55,90.91,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,3,94.25,90.00,2.13,97.30 t2z/vote,j48,fayyadIrani,republican,348,87,3,3,98.85,97.37,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,3,3,94.25,90.00,2.13,97.30 t2z/vote,oneR,fayyadIrani,republican,348,87,3,3,97.70,94.87,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,4,88.51,82.50,6.38,91.67 t2z/vote,j48,fayyadIrani,republican,348,87,3,4,97.70,100.00,3.77,94.44 t2z/vote,nbk,fayyadIrani,republican,348,87,3,4,88.51,82.50,6.38,91.67 t2z/vote,oneR,fayyadIrani,republican,348,87,3,4,95.40,92.11,2.04,97.22 t2z/vote,bayes,fayyadIrani,republican,348,87,3,5,89.66,81.25,5.45,89.66 t2z/vote,j48,fayyadIrani,republican,348,87,3,5,94.25,92.86,5.08,89.66 t2z/vote,nbk,fayyadIrani,republican,348,87,3,5,89.66,81.25,5.45,89.66 t2z/vote,oneR,fayyadIrani,republican,348,87,3,5,94.25,90.00,3.51,93.10 t2z/vote,bayes,fayyadIrani,republican,349,86,4,1,89.53,87.18,8.51,89.47 t2z/vote,j48,fayyadIrani,republican,349,86,4,1,96.51,97.30,4.08,94.74 t2z/vote,nbk,fayyadIrani,republican,349,86,4,1,89.53,87.18,8.51,89.47 t2z/vote,oneR,fayyadIrani,republican,349,86,4,1,95.35,92.50,2.17,97.37 t2z/vote,bayes,fayyadIrani,republican,348,87,4,2,91.95,87.88,5.56,90.62 t2z/vote,j48,fayyadIrani,republican,348,87,4,2,96.55,96.77,3.57,93.75 t2z/vote,nbk,fayyadIrani,republican,348,87,4,2,91.95,87.88,5.56,90.62 t2z/vote,oneR,fayyadIrani,republican,348,87,4,2,96.55,93.94,1.85,96.88 t2z/vote,bayes,fayyadIrani,republican,348,87,4,3,88.51,80.00,4.26,94.12 t2z/vote,j48,fayyadIrani,republican,348,87,4,3,98.85,100.00,1.85,97.06 t2z/vote,nbk,fayyadIrani,republican,348,87,4,3,88.51,80.00,4.26,94.12 t2z/vote,oneR,fayyadIrani,republican,348,87,4,3,98.85,100.00,1.85,97.06 t2z/vote,bayes,fayyadIrani,republican,348,87,4,4,88.51,82.86,7.69,87.88 t2z/vote,j48,fayyadIrani,republican,348,87,4,4,94.25,93.75,5.45,90.91 t2z/vote,nbk,fayyadIrani,republican,348,87,4,4,88.51,82.86,7.69,87.88 t2z/vote,oneR,fayyadIrani,republican,348,87,4,4,93.10,88.57,3.85,93.94 t2z/vote,bayes,fayyadIrani,republican,348,87,4,5,93.10,83.78,0.00,100.00 t2z/vote,j48,fayyadIrani,republican,348,87,4,5,95.40,88.57,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,4,5,93.10,83.78,0.00,100.00 t2z/vote,oneR,fayyadIrani,republican,348,87,4,5,94.25,86.11,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,349,86,5,1,89.53,79.41,3.85,93.10 t2z/vote,j48,fayyadIrani,republican,349,86,5,1,95.35,93.10,3.51,93.10 t2z/vote,nbk,fayyadIrani,republican,349,86,5,1,89.53,79.41,3.85,93.10 t2z/vote,oneR,fayyadIrani,republican,349,86,5,1,91.86,84.38,3.70,93.10 t2z/vote,bayes,fayyadIrani,republican,348,87,5,2,83.91,77.27,9.30,89.47 t2z/vote,j48,fayyadIrani,republican,348,87,5,2,96.55,97.30,4.00,94.74 t2z/vote,nbk,fayyadIrani,republican,348,87,5,2,83.91,77.27,9.30,89.47 t2z/vote,oneR,fayyadIrani,republican,348,87,5,2,97.70,97.37,2.04,97.37 t2z/vote,bayes,fayyadIrani,republican,348,87,5,3,89.66,83.78,6.00,91.18 t2z/vote,j48,fayyadIrani,republican,348,87,5,3,97.70,97.06,1.89,97.06 t2z/vote,nbk,fayyadIrani,republican,348,87,5,3,89.66,83.78,6.00,91.18 t2z/vote,oneR,fayyadIrani,republican,348,87,5,3,96.55,94.29,1.92,97.06 t2z/vote,bayes,fayyadIrani,republican,348,87,5,4,95.40,93.10,3.45,93.10 t2z/vote,j48,fayyadIrani,republican,348,87,5,4,96.55,96.43,3.39,93.10 t2z/vote,nbk,fayyadIrani,republican,348,87,5,4,95.40,93.10,3.45,93.10 t2z/vote,oneR,fayyadIrani,republican,348,87,5,4,95.40,90.32,1.79,96.55 t2z/vote,bayes,fayyadIrani,republican,348,87,5,5,93.10,89.74,4.17,94.59 t2z/vote,j48,fayyadIrani,republican,348,87,5,5,97.70,94.87,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,5,5,93.10,89.74,4.17,94.59 t2z/vote,oneR,fayyadIrani,republican,348,87,5,5,96.55,92.50,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/sonar,bayes,cat,Mine,167,41,1,1,70.73,84.21,40.91,64.00 q2s/sonar,j48,cat,Mine,167,41,1,1,73.17,75.00,30.77,84.00 q2s/sonar,nbk,cat,Mine,167,41,1,1,73.17,85.00,38.10,68.00 q2s/sonar,oneR,cat,Mine,167,41,1,1,68.29,70.00,36.36,84.00 q2s/sonar,bayes,cat,Mine,166,42,1,2,71.43,82.61,42.11,70.37 q2s/sonar,j48,cat,Mine,166,42,1,2,73.81,83.33,38.89,74.07 q2s/sonar,nbk,cat,Mine,166,42,1,2,76.19,84.00,35.29,77.78 q2s/sonar,oneR,cat,Mine,166,42,1,2,64.29,75.00,50.00,66.67 q2s/sonar,bayes,cat,Mine,167,41,1,3,75.61,84.62,28.57,57.89 q2s/sonar,j48,cat,Mine,167,41,1,3,70.73,68.42,27.27,68.42 q2s/sonar,nbk,cat,Mine,167,41,1,3,80.49,92.31,25.00,63.16 q2s/sonar,oneR,cat,Mine,167,41,1,3,65.85,60.87,27.78,73.68 q2s/sonar,bayes,cat,Mine,166,42,1,4,66.67,64.71,32.00,57.89 q2s/sonar,j48,cat,Mine,166,42,1,4,78.57,70.83,11.11,89.47 q2s/sonar,nbk,cat,Mine,166,42,1,4,66.67,61.90,28.57,68.42 q2s/sonar,oneR,cat,Mine,166,42,1,4,69.05,62.50,22.22,78.95 q2s/sonar,bayes,cat,Mine,167,41,1,5,68.29,75.00,36.00,57.14 q2s/sonar,j48,cat,Mine,167,41,1,5,75.61,78.95,27.27,71.43 q2s/sonar,nbk,cat,Mine,167,41,1,5,75.61,78.95,27.27,71.43 q2s/sonar,oneR,cat,Mine,167,41,1,5,68.29,72.22,34.78,61.90 q2s/sonar,bayes,cat,Mine,167,41,2,1,65.85,76.19,45.00,64.00 q2s/sonar,j48,cat,Mine,167,41,2,1,68.29,75.00,41.18,72.00 q2s/sonar,nbk,cat,Mine,167,41,2,1,73.17,79.17,35.29,76.00 q2s/sonar,oneR,cat,Mine,167,41,2,1,65.85,73.91,44.44,68.00 q2s/sonar,bayes,cat,Mine,166,42,2,2,61.90,64.71,40.00,52.38 q2s/sonar,j48,cat,Mine,166,42,2,2,76.19,72.00,17.65,85.71 q2s/sonar,nbk,cat,Mine,166,42,2,2,66.67,66.67,33.33,66.67 q2s/sonar,oneR,cat,Mine,166,42,2,2,59.52,58.33,38.89,66.67 q2s/sonar,bayes,cat,Mine,167,41,2,3,70.73,75.00,32.00,60.00 q2s/sonar,j48,cat,Mine,167,41,2,3,68.29,66.67,30.00,70.00 q2s/sonar,nbk,cat,Mine,167,41,2,3,70.73,72.22,30.43,65.00 q2s/sonar,oneR,cat,Mine,167,41,2,3,68.29,66.67,30.00,70.00 q2s/sonar,bayes,cat,Mine,166,42,2,4,66.67,83.33,40.00,45.45 q2s/sonar,j48,cat,Mine,166,42,2,4,83.33,94.12,24.00,72.73 q2s/sonar,nbk,cat,Mine,166,42,2,4,78.57,84.21,26.09,72.73 q2s/sonar,oneR,cat,Mine,166,42,2,4,64.29,68.42,39.13,59.09 q2s/sonar,bayes,cat,Mine,167,41,2,5,75.61,87.50,32.00,63.64 q2s/sonar,j48,cat,Mine,167,41,2,5,68.29,69.57,33.33,72.73 q2s/sonar,nbk,cat,Mine,167,41,2,5,73.17,78.95,31.82,68.18 q2s/sonar,oneR,cat,Mine,167,41,2,5,68.29,68.00,31.25,77.27 q2s/sonar,bayes,cat,Mine,167,41,3,1,75.61,77.78,26.09,70.00 q2s/sonar,j48,cat,Mine,167,41,3,1,60.98,57.69,33.33,75.00 q2s/sonar,nbk,cat,Mine,167,41,3,1,82.93,78.26,11.11,90.00 q2s/sonar,oneR,cat,Mine,167,41,3,1,56.10,53.85,40.00,70.00 q2s/sonar,bayes,cat,Mine,166,42,3,2,52.38,75.00,61.54,42.86 q2s/sonar,j48,cat,Mine,166,42,3,2,69.05,77.78,46.67,75.00 q2s/sonar,nbk,cat,Mine,166,42,3,2,61.90,87.50,53.85,50.00 q2s/sonar,oneR,cat,Mine,166,42,3,2,66.67,76.92,50.00,71.43 q2s/sonar,bayes,cat,Mine,167,41,3,3,80.49,77.27,15.79,85.00 q2s/sonar,j48,cat,Mine,167,41,3,3,70.73,68.18,26.32,75.00 q2s/sonar,nbk,cat,Mine,167,41,3,3,82.93,78.26,11.11,90.00 q2s/sonar,oneR,cat,Mine,167,41,3,3,56.10,56.25,44.00,45.00 q2s/sonar,bayes,cat,Mine,166,42,3,4,57.14,66.67,48.15,43.48 q2s/sonar,j48,cat,Mine,166,42,3,4,57.14,60.00,47.06,65.22 q2s/sonar,nbk,cat,Mine,166,42,3,4,59.52,66.67,45.83,52.17 q2s/sonar,oneR,cat,Mine,166,42,3,4,61.90,60.61,33.33,86.96 q2s/sonar,bayes,cat,Mine,167,41,3,5,75.61,85.71,29.63,60.00 q2s/sonar,j48,cat,Mine,167,41,3,5,82.93,84.21,18.18,80.00 q2s/sonar,nbk,cat,Mine,167,41,3,5,78.05,73.91,16.67,85.00 q2s/sonar,oneR,cat,Mine,167,41,3,5,70.73,72.22,30.43,65.00 q2s/sonar,bayes,cat,Mine,167,41,4,1,51.22,63.16,59.09,48.00 q2s/sonar,j48,cat,Mine,167,41,4,1,80.49,81.48,21.43,88.00 q2s/sonar,nbk,cat,Mine,167,41,4,1,63.41,72.73,47.37,64.00 q2s/sonar,oneR,cat,Mine,167,41,4,1,78.05,78.57,23.08,88.00 q2s/sonar,bayes,cat,Mine,166,42,4,2,69.05,78.57,35.71,52.38 q2s/sonar,j48,cat,Mine,166,42,4,2,73.81,72.73,25.00,76.19 q2s/sonar,nbk,cat,Mine,166,42,4,2,76.19,86.67,29.63,61.90 q2s/sonar,oneR,cat,Mine,166,42,4,2,52.38,52.17,47.37,57.14 q2s/sonar,bayes,cat,Mine,167,41,4,3,78.05,86.67,26.92,65.00 q2s/sonar,j48,cat,Mine,167,41,4,3,73.17,71.43,25.00,75.00 q2s/sonar,nbk,cat,Mine,167,41,4,3,73.17,71.43,25.00,75.00 q2s/sonar,oneR,cat,Mine,167,41,4,3,70.73,66.67,23.53,80.00 q2s/sonar,bayes,cat,Mine,166,42,4,4,76.19,90.00,28.12,50.00 q2s/sonar,j48,cat,Mine,166,42,4,4,69.05,60.87,21.05,77.78 q2s/sonar,nbk,cat,Mine,166,42,4,4,66.67,61.11,29.17,61.11 q2s/sonar,oneR,cat,Mine,166,42,4,4,64.29,55.17,15.38,88.89 q2s/sonar,bayes,cat,Mine,167,41,4,5,60.98,72.73,52.63,61.54 q2s/sonar,j48,cat,Mine,167,41,4,5,82.93,91.30,27.78,80.77 q2s/sonar,nbk,cat,Mine,167,41,4,5,63.41,76.19,50.00,61.54 q2s/sonar,oneR,cat,Mine,167,41,4,5,68.29,78.26,44.44,69.23 q2s/sonar,bayes,cat,Mine,167,41,5,1,75.61,94.12,37.50,64.00 q2s/sonar,j48,cat,Mine,167,41,5,1,63.41,69.23,46.67,72.00 q2s/sonar,nbk,cat,Mine,167,41,5,1,68.29,77.27,42.11,68.00 q2s/sonar,oneR,cat,Mine,167,41,5,1,63.41,72.73,47.37,64.00 q2s/sonar,bayes,cat,Mine,166,42,5,2,54.76,66.67,51.85,41.67 q2s/sonar,j48,cat,Mine,166,42,5,2,73.81,74.07,26.67,83.33 q2s/sonar,nbk,cat,Mine,166,42,5,2,61.90,70.00,45.45,58.33 q2s/sonar,oneR,cat,Mine,166,42,5,2,73.81,76.00,29.41,79.17 q2s/sonar,bayes,cat,Mine,167,41,5,3,68.29,77.78,39.13,60.87 q2s/sonar,j48,cat,Mine,167,41,5,3,78.05,85.00,28.57,73.91 q2s/sonar,nbk,cat,Mine,167,41,5,3,63.41,70.00,42.86,60.87 q2s/sonar,oneR,cat,Mine,167,41,5,3,53.66,58.33,52.94,60.87 q2s/sonar,bayes,cat,Mine,166,42,5,4,76.19,68.42,17.39,76.47 q2s/sonar,j48,cat,Mine,166,42,5,4,52.38,44.00,35.29,64.71 q2s/sonar,nbk,cat,Mine,166,42,5,4,78.57,70.00,13.64,82.35 q2s/sonar,oneR,cat,Mine,166,42,5,4,73.81,66.67,20.83,70.59 q2s/sonar,bayes,cat,Mine,167,41,5,5,63.41,76.92,42.86,45.45 q2s/sonar,j48,cat,Mine,167,41,5,5,75.61,83.33,30.43,68.18 q2s/sonar,nbk,cat,Mine,167,41,5,5,73.17,76.19,30.00,72.73 q2s/sonar,oneR,cat,Mine,167,41,5,5,75.61,75.00,23.53,81.82 q2s/sonar,bayes,dtree,Mine,167,41,1,1,87.80,84.62,6.67,95.65 q2s/sonar,j48,dtree,Mine,167,41,1,1,73.17,75.00,29.41,78.26 q2s/sonar,nbk,dtree,Mine,167,41,1,1,87.80,84.62,6.67,95.65 q2s/sonar,oneR,dtree,Mine,167,41,1,1,70.73,73.91,33.33,73.91 q2s/sonar,bayes,dtree,Mine,166,42,1,2,80.95,80.77,18.75,87.50 q2s/sonar,j48,dtree,Mine,166,42,1,2,71.43,77.27,35.00,70.83 q2s/sonar,nbk,dtree,Mine,166,42,1,2,80.95,80.77,18.75,87.50 q2s/sonar,oneR,dtree,Mine,166,42,1,2,80.95,83.33,22.22,83.33 q2s/sonar,bayes,dtree,Mine,167,41,1,3,63.41,59.26,28.57,80.00 q2s/sonar,j48,dtree,Mine,167,41,1,3,63.41,59.26,28.57,80.00 q2s/sonar,nbk,dtree,Mine,167,41,1,3,63.41,59.26,28.57,80.00 q2s/sonar,oneR,dtree,Mine,167,41,1,3,70.73,65.38,20.00,85.00 q2s/sonar,bayes,dtree,Mine,166,42,1,4,80.95,76.19,14.29,84.21 q2s/sonar,j48,dtree,Mine,166,42,1,4,71.43,68.42,26.09,68.42 q2s/sonar,nbk,dtree,Mine,166,42,1,4,80.95,76.19,14.29,84.21 q2s/sonar,oneR,dtree,Mine,166,42,1,4,76.19,73.68,21.74,73.68 q2s/sonar,bayes,dtree,Mine,167,41,1,5,63.41,75.00,47.62,60.00 q2s/sonar,j48,dtree,Mine,167,41,1,5,63.41,72.73,47.37,64.00 q2s/sonar,nbk,dtree,Mine,167,41,1,5,63.41,75.00,47.62,60.00 q2s/sonar,oneR,dtree,Mine,167,41,1,5,75.61,82.61,33.33,76.00 q2s/sonar,bayes,dtree,Mine,167,41,2,1,63.41,65.00,38.10,61.90 q2s/sonar,j48,dtree,Mine,167,41,2,1,60.98,60.87,38.89,66.67 q2s/sonar,nbk,dtree,Mine,167,41,2,1,63.41,65.00,38.10,61.90 q2s/sonar,oneR,dtree,Mine,167,41,2,1,63.41,63.64,36.84,66.67 q2s/sonar,bayes,dtree,Mine,166,42,2,2,73.81,67.86,14.29,90.48 q2s/sonar,j48,dtree,Mine,166,42,2,2,73.81,72.73,25.00,76.19 q2s/sonar,nbk,dtree,Mine,166,42,2,2,73.81,67.86,14.29,90.48 q2s/sonar,oneR,dtree,Mine,166,42,2,2,71.43,71.43,28.57,71.43 q2s/sonar,bayes,dtree,Mine,167,41,2,3,73.17,64.00,12.50,88.89 q2s/sonar,j48,dtree,Mine,167,41,2,3,78.05,71.43,15.00,83.33 q2s/sonar,nbk,dtree,Mine,167,41,2,3,73.17,64.00,12.50,88.89 q2s/sonar,oneR,dtree,Mine,167,41,2,3,75.61,70.00,19.05,77.78 q2s/sonar,bayes,dtree,Mine,166,42,2,4,78.57,80.00,23.53,83.33 q2s/sonar,j48,dtree,Mine,166,42,2,4,66.67,66.67,33.33,83.33 q2s/sonar,nbk,dtree,Mine,166,42,2,4,78.57,80.00,23.53,83.33 q2s/sonar,oneR,dtree,Mine,166,42,2,4,73.81,74.07,26.67,83.33 q2s/sonar,bayes,dtree,Mine,167,41,2,5,82.93,88.00,25.00,84.62 q2s/sonar,j48,dtree,Mine,167,41,2,5,68.29,78.26,44.44,69.23 q2s/sonar,nbk,dtree,Mine,167,41,2,5,82.93,88.00,25.00,84.62 q2s/sonar,oneR,dtree,Mine,167,41,2,5,73.17,85.71,40.00,69.23 q2s/sonar,bayes,dtree,Mine,167,41,3,1,75.61,76.19,25.00,76.19 q2s/sonar,j48,dtree,Mine,167,41,3,1,70.73,68.00,25.00,80.95 q2s/sonar,nbk,dtree,Mine,167,41,3,1,75.61,76.19,25.00,76.19 q2s/sonar,oneR,dtree,Mine,167,41,3,1,75.61,73.91,22.22,80.95 q2s/sonar,bayes,dtree,Mine,166,42,3,2,73.81,69.23,18.75,85.71 q2s/sonar,j48,dtree,Mine,166,42,3,2,64.29,61.54,31.25,76.19 q2s/sonar,nbk,dtree,Mine,166,42,3,2,73.81,69.23,18.75,85.71 q2s/sonar,oneR,dtree,Mine,166,42,3,2,69.05,66.67,27.78,76.19 q2s/sonar,bayes,dtree,Mine,167,41,3,3,73.17,70.00,18.18,91.30 q2s/sonar,j48,dtree,Mine,167,41,3,3,78.05,81.82,26.32,78.26 q2s/sonar,nbk,dtree,Mine,167,41,3,3,73.17,70.00,18.18,91.30 q2s/sonar,oneR,dtree,Mine,167,41,3,3,75.61,80.95,30.00,73.91 q2s/sonar,bayes,dtree,Mine,166,42,3,4,76.19,78.26,26.32,78.26 q2s/sonar,j48,dtree,Mine,166,42,3,4,57.14,61.90,47.62,56.52 q2s/sonar,nbk,dtree,Mine,166,42,3,4,76.19,78.26,26.32,78.26 q2s/sonar,oneR,dtree,Mine,166,42,3,4,73.81,80.00,31.82,69.57 q2s/sonar,bayes,dtree,Mine,167,41,3,5,75.61,78.26,27.78,78.26 q2s/sonar,j48,dtree,Mine,167,41,3,5,73.17,80.00,33.33,69.57 q2s/sonar,nbk,dtree,Mine,167,41,3,5,75.61,78.26,27.78,78.26 q2s/sonar,oneR,dtree,Mine,167,41,3,5,68.29,70.83,35.29,73.91 q2s/sonar,bayes,dtree,Mine,167,41,4,1,73.17,70.83,23.53,80.95 q2s/sonar,j48,dtree,Mine,167,41,4,1,78.05,73.08,13.33,90.48 q2s/sonar,nbk,dtree,Mine,167,41,4,1,73.17,70.83,23.53,80.95 q2s/sonar,oneR,dtree,Mine,167,41,4,1,75.61,72.00,18.75,85.71 q2s/sonar,bayes,dtree,Mine,166,42,4,2,78.57,71.43,7.14,95.24 q2s/sonar,j48,dtree,Mine,166,42,4,2,69.05,64.29,21.43,85.71 q2s/sonar,nbk,dtree,Mine,166,42,4,2,78.57,71.43,7.14,95.24 q2s/sonar,oneR,dtree,Mine,166,42,4,2,73.81,69.23,18.75,85.71 q2s/sonar,bayes,dtree,Mine,167,41,4,3,73.17,71.43,23.08,86.96 q2s/sonar,j48,dtree,Mine,167,41,4,3,68.29,67.86,30.77,82.61 q2s/sonar,nbk,dtree,Mine,167,41,4,3,73.17,71.43,23.08,86.96 q2s/sonar,oneR,dtree,Mine,167,41,4,3,73.17,73.08,26.67,82.61 q2s/sonar,bayes,dtree,Mine,166,42,4,4,69.05,70.83,33.33,73.91 q2s/sonar,j48,dtree,Mine,166,42,4,4,64.29,68.18,40.00,65.22 q2s/sonar,nbk,dtree,Mine,166,42,4,4,69.05,70.83,33.33,73.91 q2s/sonar,oneR,dtree,Mine,166,42,4,4,69.05,72.73,35.00,69.57 q2s/sonar,bayes,dtree,Mine,167,41,4,5,87.80,94.74,18.18,81.82 q2s/sonar,j48,dtree,Mine,167,41,4,5,68.29,69.57,33.33,72.73 q2s/sonar,nbk,dtree,Mine,167,41,4,5,87.80,94.74,18.18,81.82 q2s/sonar,oneR,dtree,Mine,167,41,4,5,80.49,93.75,28.00,68.18 q2s/sonar,bayes,dtree,Mine,167,41,5,1,70.73,66.67,23.53,80.00 q2s/sonar,j48,dtree,Mine,167,41,5,1,70.73,72.22,30.43,65.00 q2s/sonar,nbk,dtree,Mine,167,41,5,1,70.73,66.67,23.53,80.00 q2s/sonar,oneR,dtree,Mine,167,41,5,1,73.17,76.47,29.17,65.00 q2s/sonar,bayes,dtree,Mine,166,42,5,2,78.57,80.00,23.53,83.33 q2s/sonar,j48,dtree,Mine,166,42,5,2,71.43,73.08,31.25,79.17 q2s/sonar,nbk,dtree,Mine,166,42,5,2,78.57,80.00,23.53,83.33 q2s/sonar,oneR,dtree,Mine,166,42,5,2,73.81,74.07,26.67,83.33 q2s/sonar,bayes,dtree,Mine,167,41,5,3,73.17,74.07,28.57,83.33 q2s/sonar,j48,dtree,Mine,167,41,5,3,70.73,75.00,35.29,75.00 q2s/sonar,nbk,dtree,Mine,167,41,5,3,73.17,74.07,28.57,83.33 q2s/sonar,oneR,dtree,Mine,167,41,5,3,73.17,78.26,33.33,75.00 q2s/sonar,bayes,dtree,Mine,166,42,5,4,76.19,80.77,31.25,80.77 q2s/sonar,j48,dtree,Mine,166,42,5,4,80.95,87.50,27.78,80.77 q2s/sonar,nbk,dtree,Mine,166,42,5,4,76.19,80.77,31.25,80.77 q2s/sonar,oneR,dtree,Mine,166,42,5,4,80.95,80.00,16.67,92.31 q2s/sonar,bayes,dtree,Mine,167,41,5,5,73.17,65.00,19.05,76.47 q2s/sonar,j48,dtree,Mine,167,41,5,5,60.98,52.38,30.00,64.71 q2s/sonar,nbk,dtree,Mine,167,41,5,5,73.17,65.00,19.05,76.47 q2s/sonar,oneR,dtree,Mine,167,41,5,5,60.98,52.63,31.82,58.82 q2s/sonar,bayes,tbin,Mine,167,41,1,1,65.85,66.67,35.29,72.73 q2s/sonar,j48,tbin,Mine,167,41,1,1,68.29,68.00,31.25,77.27 q2s/sonar,nbk,tbin,Mine,167,41,1,1,65.85,66.67,35.29,72.73 q2s/sonar,oneR,tbin,Mine,167,41,1,1,75.61,75.00,23.53,81.82 q2s/sonar,bayes,tbin,Mine,166,42,1,2,71.43,72.73,30.00,72.73 q2s/sonar,j48,tbin,Mine,166,42,1,2,61.90,65.00,40.91,59.09 q2s/sonar,nbk,tbin,Mine,166,42,1,2,71.43,72.73,30.00,72.73 q2s/sonar,oneR,tbin,Mine,166,42,1,2,69.05,73.68,34.78,63.64 q2s/sonar,bayes,tbin,Mine,167,41,1,3,87.80,87.50,11.76,91.30 q2s/sonar,j48,tbin,Mine,167,41,1,3,68.29,69.23,33.33,78.26 q2s/sonar,nbk,tbin,Mine,167,41,1,3,87.80,87.50,11.76,91.30 q2s/sonar,oneR,tbin,Mine,167,41,1,3,73.17,75.00,29.41,78.26 q2s/sonar,bayes,tbin,Mine,166,42,1,4,71.43,73.68,30.43,66.67 q2s/sonar,j48,tbin,Mine,166,42,1,4,64.29,63.64,35.00,66.67 q2s/sonar,nbk,tbin,Mine,166,42,1,4,71.43,73.68,30.43,66.67 q2s/sonar,oneR,tbin,Mine,166,42,1,4,61.90,60.87,36.84,66.67 q2s/sonar,bayes,tbin,Mine,167,41,1,5,87.80,86.96,11.11,90.91 q2s/sonar,j48,tbin,Mine,167,41,1,5,73.17,72.00,25.00,81.82 q2s/sonar,nbk,tbin,Mine,167,41,1,5,87.80,86.96,11.11,90.91 q2s/sonar,oneR,tbin,Mine,167,41,1,5,80.49,76.92,13.33,90.91 q2s/sonar,bayes,tbin,Mine,167,41,2,1,78.05,80.77,26.67,84.00 q2s/sonar,j48,tbin,Mine,167,41,2,1,70.73,76.00,37.50,76.00 q2s/sonar,nbk,tbin,Mine,167,41,2,1,78.05,80.77,26.67,84.00 q2s/sonar,oneR,tbin,Mine,167,41,2,1,68.29,80.00,42.86,64.00 q2s/sonar,bayes,tbin,Mine,166,42,2,2,90.48,96.15,18.75,89.29 q2s/sonar,j48,tbin,Mine,166,42,2,2,66.67,81.82,50.00,64.29 q2s/sonar,nbk,tbin,Mine,166,42,2,2,90.48,96.15,18.75,89.29 q2s/sonar,oneR,tbin,Mine,166,42,2,2,80.95,85.71,28.57,85.71 q2s/sonar,bayes,tbin,Mine,167,41,2,3,70.73,58.33,11.76,87.50 q2s/sonar,j48,tbin,Mine,167,41,2,3,65.85,54.55,21.05,75.00 q2s/sonar,nbk,tbin,Mine,167,41,2,3,70.73,58.33,11.76,87.50 q2s/sonar,oneR,tbin,Mine,167,41,2,3,63.41,52.38,25.00,68.75 q2s/sonar,bayes,tbin,Mine,166,42,2,4,69.05,76.19,38.10,66.67 q2s/sonar,j48,tbin,Mine,166,42,2,4,61.90,64.29,42.86,75.00 q2s/sonar,nbk,tbin,Mine,166,42,2,4,69.05,76.19,38.10,66.67 q2s/sonar,oneR,tbin,Mine,166,42,2,4,66.67,67.86,35.71,79.17 q2s/sonar,bayes,tbin,Mine,167,41,2,5,80.49,77.78,17.39,77.78 q2s/sonar,j48,tbin,Mine,167,41,2,5,73.17,65.22,16.67,83.33 q2s/sonar,nbk,tbin,Mine,167,41,2,5,80.49,77.78,17.39,77.78 q2s/sonar,oneR,tbin,Mine,167,41,2,5,73.17,66.67,20.00,77.78 q2s/sonar,bayes,tbin,Mine,167,41,3,1,78.05,75.00,17.65,85.71 q2s/sonar,j48,tbin,Mine,167,41,3,1,60.98,60.00,37.50,71.43 q2s/sonar,nbk,tbin,Mine,167,41,3,1,78.05,75.00,17.65,85.71 q2s/sonar,oneR,tbin,Mine,167,41,3,1,68.29,66.67,29.41,76.19 q2s/sonar,bayes,tbin,Mine,166,42,3,2,71.43,68.00,23.53,80.95 q2s/sonar,j48,tbin,Mine,166,42,3,2,71.43,71.43,28.57,71.43 q2s/sonar,nbk,tbin,Mine,166,42,3,2,71.43,68.00,23.53,80.95 q2s/sonar,oneR,tbin,Mine,166,42,3,2,66.67,66.67,33.33,66.67 q2s/sonar,bayes,tbin,Mine,167,41,3,3,80.49,87.50,29.41,80.77 q2s/sonar,j48,tbin,Mine,167,41,3,3,68.29,76.00,43.75,73.08 q2s/sonar,nbk,tbin,Mine,167,41,3,3,80.49,87.50,29.41,80.77 q2s/sonar,oneR,tbin,Mine,167,41,3,3,80.49,84.62,26.67,84.62 q2s/sonar,bayes,tbin,Mine,166,42,3,4,69.05,60.71,14.29,89.47 q2s/sonar,j48,tbin,Mine,166,42,3,4,52.38,48.15,40.00,68.42 q2s/sonar,nbk,tbin,Mine,166,42,3,4,69.05,60.71,14.29,89.47 q2s/sonar,oneR,tbin,Mine,166,42,3,4,54.76,50.00,40.00,57.89 q2s/sonar,bayes,tbin,Mine,167,41,3,5,90.24,91.67,11.76,91.67 q2s/sonar,j48,tbin,Mine,167,41,3,5,78.05,82.61,27.78,79.17 q2s/sonar,nbk,tbin,Mine,167,41,3,5,90.24,91.67,11.76,91.67 q2s/sonar,oneR,tbin,Mine,167,41,3,5,85.37,90.91,21.05,83.33 q2s/sonar,bayes,tbin,Mine,167,41,4,1,75.61,75.00,23.81,75.00 q2s/sonar,j48,tbin,Mine,167,41,4,1,65.85,65.00,33.33,65.00 q2s/sonar,nbk,tbin,Mine,167,41,4,1,75.61,75.00,23.81,75.00 q2s/sonar,oneR,tbin,Mine,167,41,4,1,70.73,68.18,26.32,75.00 q2s/sonar,bayes,tbin,Mine,166,42,4,2,76.19,80.95,28.57,73.91 q2s/sonar,j48,tbin,Mine,166,42,4,2,71.43,70.37,26.67,82.61 q2s/sonar,nbk,tbin,Mine,166,42,4,2,76.19,80.95,28.57,73.91 q2s/sonar,oneR,tbin,Mine,166,42,4,2,71.43,73.91,31.58,73.91 q2s/sonar,bayes,tbin,Mine,167,41,4,3,87.80,82.14,0.00,100.00 q2s/sonar,j48,tbin,Mine,167,41,4,3,80.49,94.12,29.17,69.57 q2s/sonar,nbk,tbin,Mine,167,41,4,3,87.80,82.14,0.00,100.00 q2s/sonar,oneR,tbin,Mine,167,41,4,3,80.49,89.47,27.27,73.91 q2s/sonar,bayes,tbin,Mine,166,42,4,4,80.95,80.00,17.65,86.96 q2s/sonar,j48,tbin,Mine,166,42,4,4,73.81,73.08,25.00,82.61 q2s/sonar,nbk,tbin,Mine,166,42,4,4,80.95,80.00,17.65,86.96 q2s/sonar,oneR,tbin,Mine,166,42,4,4,71.43,72.00,29.41,78.26 q2s/sonar,bayes,tbin,Mine,167,41,4,5,65.85,66.67,35.29,72.73 q2s/sonar,j48,tbin,Mine,167,41,4,5,58.54,58.06,40.00,81.82 q2s/sonar,nbk,tbin,Mine,167,41,4,5,65.85,66.67,35.29,72.73 q2s/sonar,oneR,tbin,Mine,167,41,4,5,63.41,65.22,38.89,68.18 q2s/sonar,bayes,tbin,Mine,167,41,5,1,82.93,79.17,11.76,90.48 q2s/sonar,j48,tbin,Mine,167,41,5,1,63.41,65.00,38.10,61.90 q2s/sonar,nbk,tbin,Mine,167,41,5,1,82.93,79.17,11.76,90.48 q2s/sonar,oneR,tbin,Mine,167,41,5,1,73.17,69.23,20.00,85.71 q2s/sonar,bayes,tbin,Mine,166,42,5,2,71.43,76.19,33.33,69.57 q2s/sonar,j48,tbin,Mine,166,42,5,2,71.43,70.37,26.67,82.61 q2s/sonar,nbk,tbin,Mine,166,42,5,2,71.43,76.19,33.33,69.57 q2s/sonar,oneR,tbin,Mine,166,42,5,2,66.67,68.00,35.29,73.91 q2s/sonar,bayes,tbin,Mine,167,41,5,3,82.93,75.86,0.00,100.00 q2s/sonar,j48,tbin,Mine,167,41,5,3,65.85,65.38,33.33,77.27 q2s/sonar,nbk,tbin,Mine,167,41,5,3,82.93,75.86,0.00,100.00 q2s/sonar,oneR,tbin,Mine,167,41,5,3,65.85,65.38,33.33,77.27 q2s/sonar,bayes,tbin,Mine,166,42,5,4,78.57,75.00,18.18,78.95 q2s/sonar,j48,tbin,Mine,166,42,5,4,64.29,59.09,30.00,68.42 q2s/sonar,nbk,tbin,Mine,166,42,5,4,78.57,75.00,18.18,78.95 q2s/sonar,oneR,tbin,Mine,166,42,5,4,73.81,70.00,22.73,73.68 q2s/sonar,bayes,tbin,Mine,167,41,5,5,82.93,88.00,25.00,84.62 q2s/sonar,j48,tbin,Mine,167,41,5,5,63.41,73.91,50.00,65.38 q2s/sonar,nbk,tbin,Mine,167,41,5,5,82.93,88.00,25.00,84.62 q2s/sonar,oneR,tbin,Mine,167,41,5,5,80.49,82.14,23.08,88.46 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,1,75.61,81.82,31.58,75.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,1,82.93,86.96,22.22,83.33 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,1,75.61,81.82,31.58,75.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,1,70.73,75.00,35.29,75.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,2,90.48,96.15,18.75,89.29 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,2,73.81,90.48,42.86,67.86 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,2,90.48,96.15,18.75,89.29 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,2,73.81,84.00,41.18,75.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,3,78.05,65.38,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,3,82.93,72.73,5.26,94.12 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,3,78.05,65.38,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,3,68.29,57.14,7.69,94.12 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,4,92.86,94.74,8.70,90.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,4,88.10,89.47,13.04,85.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,4,92.86,94.74,8.70,90.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,4,78.57,82.35,24.00,70.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,5,80.49,79.17,17.65,86.36 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,5,80.49,85.00,23.81,77.27 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,5,80.49,79.17,17.65,86.36 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,5,75.61,75.00,23.53,81.82 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,1,87.80,90.48,15.00,86.36 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,1,85.37,94.44,21.74,77.27 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,1,87.80,90.48,15.00,86.36 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,1,73.17,78.95,31.82,68.18 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,2,85.71,84.62,12.50,91.67 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,2,80.95,86.36,25.00,79.17 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,2,85.71,84.62,12.50,91.67 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,2,69.05,68.97,30.77,83.33 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,3,82.93,72.73,5.26,94.12 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,3,73.17,61.54,6.67,94.12 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,3,82.93,72.73,5.26,94.12 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,3,82.93,70.83,0.00,100.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,4,85.71,92.31,25.00,85.71 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,4,85.71,89.29,21.43,89.29 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,4,85.71,92.31,25.00,85.71 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,4,83.33,88.89,26.67,85.71 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,5,82.93,80.95,15.00,85.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,5,75.61,77.78,26.09,70.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,5,82.93,80.95,15.00,85.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,5,70.73,68.18,26.32,75.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,1,85.37,83.33,11.76,90.91 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,1,82.93,82.61,16.67,86.36 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,1,85.37,83.33,11.76,90.91 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,1,73.17,73.91,27.78,77.27 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,2,85.71,88.89,16.67,80.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,2,80.95,80.00,18.18,80.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,2,85.71,88.89,16.67,80.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,2,80.95,80.00,18.18,80.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,3,85.37,87.50,17.65,87.50 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,3,80.49,83.33,23.53,83.33 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,3,85.37,87.50,17.65,87.50 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,3,78.05,77.78,21.43,87.50 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,4,78.57,75.00,16.67,85.71 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,4,80.95,80.95,19.05,80.95 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,4,78.57,75.00,16.67,85.71 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,4,71.43,69.57,26.32,76.19 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,5,92.68,95.65,11.11,91.67 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,5,78.05,75.86,16.67,91.67 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,5,92.68,95.65,11.11,91.67 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,5,78.05,77.78,21.43,87.50 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,1,85.37,87.50,17.65,87.50 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,1,85.37,95.00,23.81,79.17 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,1,85.37,87.50,17.65,87.50 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,1,75.61,76.92,26.67,83.33 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,2,83.33,80.00,13.64,84.21 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,2,78.57,72.73,15.00,84.21 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,2,83.33,80.00,13.64,84.21 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,2,73.81,66.67,16.67,84.21 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,3,80.49,80.95,20.00,80.95 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,3,78.05,80.00,23.81,76.19 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,3,80.49,80.95,20.00,80.95 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,3,65.85,66.67,35.00,66.67 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,4,85.71,83.33,11.11,90.91 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,4,76.19,70.00,8.33,95.45 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,4,85.71,83.33,11.11,90.91 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,4,64.29,61.29,27.27,86.36 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,5,87.80,85.19,7.14,95.83 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,5,80.49,80.77,20.00,87.50 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,5,87.80,85.19,7.14,95.83 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,5,78.05,77.78,21.43,87.50 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,1,78.05,66.67,5.88,94.12 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,1,60.98,52.00,25.00,76.47 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,1,78.05,66.67,5.88,94.12 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,1,63.41,53.85,20.00,82.35 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,2,83.33,77.78,12.50,82.35 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,2,80.95,76.47,16.00,76.47 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,2,83.33,77.78,12.50,82.35 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,2,73.81,62.50,11.11,88.24 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,3,78.05,89.47,31.82,70.83 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,3,78.05,85.71,30.00,75.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,3,78.05,89.47,31.82,70.83 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,3,73.17,78.26,33.33,75.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,4,97.62,96.55,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,4,78.57,91.30,36.84,75.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,4,97.62,96.55,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,4,83.33,86.21,23.08,89.29 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,5,87.80,88.46,13.33,92.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,5,80.49,94.74,31.82,72.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,5,87.80,88.46,13.33,92.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,5,75.61,85.71,35.00,72.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/soybean,bayes,cat,charcoal-rot,744,185,1,1,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,744,185,1,1,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,744,185,1,1,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,744,185,1,1,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,1321,329,1,2,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,1321,329,1,2,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,1321,329,1,2,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,1321,329,1,2,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,1898,473,1,3,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,1898,473,1,3,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,1898,473,1,3,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,1898,473,1,3,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,2475,617,1,4,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,2475,617,1,4,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,2475,617,1,4,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,2475,617,1,4,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,3052,761,1,5,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,3052,761,1,5,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,3052,761,1,5,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,3052,761,1,5,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,3629,905,2,1,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,3629,905,2,1,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,3629,905,2,1,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,3629,905,2,1,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,4206,1049,2,2,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,4206,1049,2,2,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,4206,1049,2,2,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,4206,1049,2,2,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,4783,1193,2,3,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,4783,1193,2,3,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,4783,1193,2,3,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,4783,1193,2,3,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,5360,1337,2,4,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,5360,1337,2,4,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,5360,1337,2,4,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,5360,1337,2,4,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,5937,1481,2,5,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,5937,1481,2,5,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,5937,1481,2,5,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,5937,1481,2,5,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,6514,1625,3,1,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,6514,1625,3,1,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,6514,1625,3,1,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,6514,1625,3,1,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,7091,1769,3,2,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,7091,1769,3,2,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,7091,1769,3,2,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,7091,1769,3,2,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,7668,1913,3,3,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,7668,1913,3,3,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,7668,1913,3,3,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,7668,1913,3,3,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,8245,2057,3,4,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,8245,2057,3,4,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,8245,2057,3,4,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,8245,2057,3,4,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,8822,2201,3,5,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,8822,2201,3,5,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,8822,2201,3,5,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,8822,2201,3,5,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,9399,2345,4,1,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,9399,2345,4,1,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,9399,2345,4,1,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,9399,2345,4,1,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,9976,2489,4,2,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,9976,2489,4,2,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,9976,2489,4,2,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,9976,2489,4,2,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,10553,2633,4,3,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,10553,2633,4,3,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,10553,2633,4,3,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,10553,2633,4,3,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,11130,2777,4,4,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,11130,2777,4,4,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,11130,2777,4,4,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,11130,2777,4,4,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,11707,2921,4,5,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,11707,2921,4,5,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,11707,2921,4,5,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,11707,2921,4,5,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,12284,3065,5,1,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,12284,3065,5,1,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,12284,3065,5,1,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,12284,3065,5,1,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,12861,3209,5,2,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,12861,3209,5,2,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,12861,3209,5,2,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,12861,3209,5,2,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,13438,3353,5,3,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,13438,3353,5,3,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,13438,3353,5,3,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,13438,3353,5,3,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,14015,3497,5,4,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,14015,3497,5,4,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,14015,3497,5,4,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,14015,3497,5,4,0.00,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,14592,3641,5,5,0.00,0.00,0.00,0.00 q2s/soybean,j48,cat,charcoal-rot,14592,3641,5,5,0.00,0.00,0.00,0.00 q2s/soybean,nbk,cat,charcoal-rot,14592,3641,5,5,0.00,0.00,0.00,0.00 q2s/soybean,oneR,cat,charcoal-rot,14592,3641,5,5,0.00,0.00,0.00,0.00 q2s/soybean,bayes,dtree,charcoal-rot,15169,3785,1,1,0.00,0.00,0.00,0.00 q2s/soybean,j48,dtree,charcoal-rot,15169,3785,1,1,0.00,0.00,0.00,0.00 q2s/soybean,nbk,dtree,charcoal-rot,15169,3785,1,1,0.00,0.00,0.00,0.00 q2s/soybean,oneR,dtree,charcoal-rot,15169,3785,1,1,0.00,0.00,0.00,0.00 q2s/soybean,bayes,dtree,charcoal-rot,15746,3929,1,2,0.00,0.00,0.00,0.00 q2s/soybean,j48,dtree,charcoal-rot,15746,3929,1,2,0.00,0.00,0.00,0.00 q2s/soybean,nbk,dtree,charcoal-rot,15746,3929,1,2,0.00,0.00,0.00,0.00 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q2s/soybean,j48,tbin,charcoal-rot,34210,8537,2,4,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,34210,8537,2,4,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,34210,8537,2,4,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,34787,8681,2,5,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,34787,8681,2,5,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,34787,8681,2,5,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,34787,8681,2,5,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,35364,8825,3,1,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,35364,8825,3,1,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,35364,8825,3,1,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,35364,8825,3,1,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,35941,8969,3,2,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,35941,8969,3,2,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,35941,8969,3,2,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,35941,8969,3,2,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,36518,9113,3,3,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,36518,9113,3,3,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,36518,9113,3,3,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,36518,9113,3,3,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,37095,9257,3,4,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,37095,9257,3,4,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,37095,9257,3,4,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,37095,9257,3,4,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,37672,9401,3,5,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,37672,9401,3,5,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,37672,9401,3,5,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,37672,9401,3,5,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,38249,9545,4,1,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,38249,9545,4,1,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,38249,9545,4,1,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,38249,9545,4,1,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,38826,9689,4,2,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,38826,9689,4,2,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,38826,9689,4,2,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,38826,9689,4,2,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,39403,9833,4,3,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,39403,9833,4,3,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,39403,9833,4,3,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,39403,9833,4,3,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,39980,9977,4,4,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,39980,9977,4,4,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,39980,9977,4,4,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,39980,9977,4,4,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,40557,10121,4,5,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,40557,10121,4,5,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,40557,10121,4,5,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,40557,10121,4,5,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,41134,10265,5,1,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,41134,10265,5,1,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,41134,10265,5,1,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,41134,10265,5,1,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,41711,10409,5,2,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,41711,10409,5,2,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,41711,10409,5,2,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,41711,10409,5,2,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,42288,10553,5,3,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,42288,10553,5,3,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,42288,10553,5,3,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,42288,10553,5,3,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,42865,10697,5,4,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,42865,10697,5,4,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,42865,10697,5,4,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,42865,10697,5,4,0.00,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,43442,10841,5,5,0.00,0.00,0.00,0.00 q2s/soybean,j48,tbin,charcoal-rot,43442,10841,5,5,0.00,0.00,0.00,0.00 q2s/soybean,nbk,tbin,charcoal-rot,43442,10841,5,5,0.00,0.00,0.00,0.00 q2s/soybean,oneR,tbin,charcoal-rot,43442,10841,5,5,0.00,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,2,39.42,0.00,75.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,3,95.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,3,95.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,3,31.62,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,4,89.05,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,4,89.05,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,4,40.15,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,5,95.59,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,5,38.24,0.00,55.56,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,1,33.82,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,2,94.16,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,2,94.16,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,2,37.23,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,3,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,3,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,3,36.76,0.00,75.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,4,89.05,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,4,39.42,33.33,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,5,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,5,33.82,25.00,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,1,89.71,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,1,89.71,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,1,36.76,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,2,89.78,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,2,89.78,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,2,37.96,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,3,96.32,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,3,94.12,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,3,96.32,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,3,36.76,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,4,38.69,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,5,95.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,5,95.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,5,36.03,0.00,50.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,136,4,1,89.71,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,136,4,1,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,136,4,1,89.71,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,136,4,1,36.76,0.00,71.43,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,544,137,4,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,544,137,4,2,91.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,544,137,4,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,544,137,4,2,38.69,33.33,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,136,4,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,136,4,3,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,136,4,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,136,4,3,37.50,0.00,50.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,544,137,4,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,544,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,544,137,4,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,544,137,4,4,37.96,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,135,4,5,96.30,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,135,4,5,91.11,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,135,4,5,96.30,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,135,4,5,40.00,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,1,90.44,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,1,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,1,90.44,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,2,38.69,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,3,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,3,94.85,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,3,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,3,37.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,4,86.13,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,4,34.31,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,5,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,5,36.76,33.33,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/mushroom,bayes,cat,p,6466,1624,1,1,95.38,99.13,7.40,90.85 j2p/mushroom,j48,cat,p,6466,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6466,1624,1,1,95.38,99.13,7.40,90.85 j2p/mushroom,oneR,cat,p,6466,1624,1,1,98.52,100.00,2.68,96.82 j2p/mushroom,bayes,cat,p,6465,1625,1,2,95.63,98.34,6.53,92.32 j2p/mushroom,j48,cat,p,6465,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6465,1625,1,2,95.63,98.34,6.53,92.32 j2p/mushroom,oneR,cat,p,6465,1625,1,2,98.34,100.00,3.05,96.48 j2p/mushroom,bayes,cat,p,6465,1625,1,3,95.88,99.73,7.34,91.91 j2p/mushroom,j48,cat,p,6465,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6465,1625,1,3,95.88,99.73,7.34,91.91 j2p/mushroom,oneR,cat,p,6465,1625,1,3,98.34,100.00,3.18,96.64 j2p/mushroom,bayes,cat,p,6465,1625,1,4,95.26,98.55,7.60,91.87 j2p/mushroom,j48,cat,p,6465,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6465,1625,1,4,95.26,98.55,7.60,91.87 j2p/mushroom,oneR,cat,p,6465,1625,1,4,99.02,100.00,1.93,98.03 j2p/mushroom,bayes,cat,p,6499,1591,1,5,95.66,99.30,7.29,91.71 j2p/mushroom,j48,cat,p,6499,1591,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1591,1,5,95.66,99.30,7.29,91.71 j2p/mushroom,oneR,cat,p,6499,1591,1,5,98.37,100.00,3.08,96.63 j2p/mushroom,bayes,cat,p,6479,1624,2,1,95.75,98.76,6.70,92.30 j2p/mushroom,j48,cat,p,6479,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6479,1624,2,1,95.75,98.76,6.70,92.30 j2p/mushroom,oneR,cat,p,6479,1624,2,1,98.52,100.00,2.76,96.92 j2p/mushroom,bayes,cat,p,6478,1625,2,2,95.32,99.18,7.87,91.24 j2p/mushroom,j48,cat,p,6478,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6478,1625,2,2,95.32,99.18,7.87,91.24 j2p/mushroom,oneR,cat,p,6478,1625,2,2,98.83,100.00,2.25,97.62 j2p/mushroom,bayes,cat,p,6478,1625,2,3,95.32,98.60,7.24,91.42 j2p/mushroom,j48,cat,p,6478,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6478,1625,2,3,95.32,98.60,7.24,91.42 j2p/mushroom,oneR,cat,p,6478,1625,2,3,98.40,100.00,2.95,96.62 j2p/mushroom,bayes,cat,p,6478,1625,2,4,96.18,99.45,6.42,92.52 j2p/mushroom,j48,cat,p,6478,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6478,1625,2,4,96.18,99.45,6.42,92.52 j2p/mushroom,oneR,cat,p,6478,1625,2,4,98.77,100.00,2.30,97.42 j2p/mushroom,bayes,cat,p,6499,1604,2,5,95.89,99.45,7.09,92.12 j2p/mushroom,j48,cat,p,6499,1604,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1604,2,5,95.89,99.45,7.09,92.12 j2p/mushroom,oneR,cat,p,6499,1604,2,5,98.07,100.00,3.66,96.06 j2p/mushroom,bayes,cat,p,6469,1624,3,1,96.06,99.72,6.85,92.04 j2p/mushroom,j48,cat,p,6469,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1624,3,1,96.06,99.72,6.85,92.04 j2p/mushroom,oneR,cat,p,6469,1624,3,1,98.52,100.00,2.76,96.92 j2p/mushroom,bayes,cat,p,6468,1625,3,2,95.26,98.53,7.54,91.80 j2p/mushroom,j48,cat,p,6468,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6468,1625,3,2,95.26,98.53,7.54,91.80 j2p/mushroom,oneR,cat,p,6468,1625,3,2,99.14,100.00,1.68,98.26 j2p/mushroom,bayes,cat,p,6468,1625,3,3,95.14,98.51,7.65,91.42 j2p/mushroom,j48,cat,p,6468,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6468,1625,3,3,95.14,98.51,7.65,91.42 j2p/mushroom,oneR,cat,p,6468,1625,3,3,97.91,100.00,3.93,95.71 j2p/mushroom,bayes,cat,p,6468,1625,3,4,95.94,99.17,6.64,92.27 j2p/mushroom,j48,cat,p,6468,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6468,1625,3,4,95.94,99.17,6.64,92.27 j2p/mushroom,oneR,cat,p,6468,1625,3,4,98.71,100.00,2.41,97.29 j2p/mushroom,bayes,cat,p,6499,1594,3,5,95.73,99.42,7.10,91.49 j2p/mushroom,j48,cat,p,6499,1594,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1594,3,5,95.73,99.42,7.10,91.49 j2p/mushroom,oneR,cat,p,6499,1594,3,5,98.31,100.00,3.11,96.41 j2p/mushroom,bayes,cat,p,6463,1624,4,1,95.38,99.17,7.66,91.22 j2p/mushroom,j48,cat,p,6463,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6463,1624,4,1,95.38,99.17,7.66,91.22 j2p/mushroom,oneR,cat,p,6463,1624,4,1,98.34,100.00,3.12,96.56 j2p/mushroom,bayes,cat,p,6462,1625,4,2,95.82,98.74,6.47,92.27 j2p/mushroom,j48,cat,p,6462,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6462,1625,4,2,95.82,98.74,6.47,92.27 j2p/mushroom,oneR,cat,p,6462,1625,4,2,98.58,100.00,2.60,96.99 j2p/mushroom,bayes,cat,p,6462,1625,4,3,95.51,99.44,7.54,91.10 j2p/mushroom,j48,cat,p,6462,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6462,1625,4,3,95.51,99.44,7.54,91.10 j2p/mushroom,oneR,cat,p,6462,1625,4,3,98.46,100.00,2.86,96.77 j2p/mushroom,bayes,cat,p,6462,1625,4,4,95.75,99.06,7.06,92.27 j2p/mushroom,j48,cat,p,6462,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6462,1625,4,4,95.75,99.06,7.06,92.27 j2p/mushroom,oneR,cat,p,6462,1625,4,4,98.52,100.00,2.83,97.01 j2p/mushroom,bayes,cat,p,6499,1588,4,5,95.91,99.16,6.77,92.34 j2p/mushroom,j48,cat,p,6499,1588,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1588,4,5,95.91,99.16,6.77,92.34 j2p/mushroom,oneR,cat,p,6499,1588,4,5,98.68,100.00,2.50,97.27 j2p/mushroom,bayes,cat,p,6465,1624,5,1,96.49,99.72,6.04,92.82 j2p/mushroom,j48,cat,p,6465,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6465,1624,5,1,96.49,99.72,6.04,92.82 j2p/mushroom,oneR,cat,p,6465,1624,5,1,98.77,100.00,2.28,97.39 j2p/mushroom,bayes,cat,p,6464,1625,5,2,95.63,99.30,7.25,91.49 j2p/mushroom,j48,cat,p,6464,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,5,2,95.63,99.30,7.25,91.49 j2p/mushroom,oneR,cat,p,6464,1625,5,2,98.58,100.00,2.64,97.04 j2p/mushroom,bayes,cat,p,6464,1625,5,3,96.00,98.66,6.25,93.04 j2p/mushroom,j48,cat,p,6464,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,5,3,96.00,98.66,6.25,93.04 j2p/mushroom,oneR,cat,p,6464,1625,5,3,99.08,100.00,1.76,98.10 j2p/mushroom,bayes,cat,p,6464,1625,5,4,94.40,99.03,9.26,89.43 j2p/mushroom,j48,cat,p,6464,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,5,4,94.40,99.03,9.26,89.43 j2p/mushroom,oneR,cat,p,6464,1625,5,4,98.03,100.00,3.71,95.97 j2p/mushroom,bayes,cat,p,6499,1590,5,5,95.60,99.16,7.31,91.72 j2p/mushroom,j48,cat,p,6499,1590,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1590,5,5,95.60,99.16,7.31,91.72 j2p/mushroom,oneR,cat,p,6499,1590,5,5,98.24,100.00,3.31,96.38 j2p/mushroom,bayes,dtree,p,6475,1624,1,1,95.07,98.54,7.92,91.49 j2p/mushroom,j48,dtree,p,6475,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6475,1624,1,1,95.07,98.54,7.92,91.49 j2p/mushroom,oneR,dtree,p,6475,1624,1,1,98.40,100.00,3.10,96.79 j2p/mushroom,bayes,dtree,p,6474,1625,1,2,95.20,98.82,7.41,90.57 j2p/mushroom,j48,dtree,p,6474,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6474,1625,1,2,95.20,98.82,7.41,90.57 j2p/mushroom,oneR,dtree,p,6474,1625,1,2,98.77,100.00,2.21,97.30 j2p/mushroom,bayes,dtree,p,6474,1625,1,3,96.06,98.94,6.41,93.00 j2p/mushroom,j48,dtree,p,6474,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6474,1625,1,3,96.06,98.94,6.41,93.00 j2p/mushroom,oneR,dtree,p,6474,1625,1,3,98.34,100.00,3.17,96.62 j2p/mushroom,bayes,dtree,p,6474,1625,1,4,95.88,99.29,6.72,91.83 j2p/mushroom,j48,dtree,p,6474,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6474,1625,1,4,95.88,99.29,6.72,91.83 j2p/mushroom,oneR,dtree,p,6474,1625,1,4,98.22,100.00,3.24,96.18 j2p/mushroom,bayes,dtree,p,6499,1600,1,5,96.12,99.73,6.93,92.42 j2p/mushroom,j48,dtree,p,6499,1600,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6499,1600,1,5,96.12,99.73,6.93,92.42 j2p/mushroom,oneR,dtree,p,6499,1600,1,5,98.88,100.00,2.18,97.73 j2p/mushroom,bayes,dtree,p,6458,1624,2,1,95.32,98.75,7.40,91.37 j2p/mushroom,j48,dtree,p,6458,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6458,1624,2,1,95.32,98.75,7.40,91.37 j2p/mushroom,oneR,dtree,p,6458,1624,2,1,98.71,100.00,2.42,97.29 j2p/mushroom,bayes,dtree,p,6457,1625,2,2,94.77,99.02,8.57,90.08 j2p/mushroom,j48,dtree,p,6457,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6457,1625,2,2,94.77,99.02,8.57,90.08 j2p/mushroom,oneR,dtree,p,6457,1625,2,2,98.58,100.00,2.67,97.07 j2p/mushroom,bayes,dtree,p,6457,1625,2,3,95.82,98.89,6.64,92.24 j2p/mushroom,j48,dtree,p,6457,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6457,1625,2,3,95.82,98.89,6.64,92.24 j2p/mushroom,oneR,dtree,p,6457,1625,2,3,98.15,100.00,3.40,96.12 j2p/mushroom,bayes,dtree,p,6457,1625,2,4,96.12,99.47,6.73,92.65 j2p/mushroom,j48,dtree,p,6457,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6457,1625,2,4,96.12,99.47,6.73,92.65 j2p/mushroom,oneR,dtree,p,6457,1625,2,4,98.71,100.00,2.49,97.38 j2p/mushroom,bayes,dtree,p,6499,1583,2,5,96.02,99.16,6.54,92.53 j2p/mushroom,j48,dtree,p,6499,1583,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6499,1583,2,5,96.02,99.16,6.54,92.53 j2p/mushroom,oneR,dtree,p,6499,1583,2,5,98.42,100.00,2.96,96.72 j2p/mushroom,bayes,dtree,p,6465,1624,3,1,95.57,99.72,7.80,91.18 j2p/mushroom,j48,dtree,p,6465,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6465,1624,3,1,95.57,99.72,7.80,91.18 j2p/mushroom,oneR,dtree,p,6465,1624,3,1,98.52,100.00,2.81,96.98 j2p/mushroom,bayes,dtree,p,6464,1625,3,2,94.95,98.11,7.67,91.42 j2p/mushroom,j48,dtree,p,6464,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6464,1625,3,2,94.95,98.11,7.67,91.42 j2p/mushroom,oneR,dtree,p,6464,1625,3,2,98.83,100.00,2.23,97.60 j2p/mushroom,bayes,dtree,p,6464,1625,3,3,95.20,99.18,8.10,91.02 j2p/mushroom,j48,dtree,p,6464,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6464,1625,3,3,95.20,99.18,8.10,91.02 j2p/mushroom,oneR,dtree,p,6464,1625,3,3,98.22,100.00,3.40,96.38 j2p/mushroom,bayes,dtree,p,6464,1625,3,4,95.82,98.72,6.41,92.19 j2p/mushroom,j48,dtree,p,6464,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6464,1625,3,4,95.82,98.72,6.41,92.19 j2p/mushroom,oneR,dtree,p,6464,1625,3,4,98.34,100.00,3.01,96.42 j2p/mushroom,bayes,dtree,p,6499,1590,3,5,96.60,99.44,5.72,93.44 j2p/mushroom,j48,dtree,p,6499,1590,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6499,1590,3,5,96.60,99.44,5.72,93.44 j2p/mushroom,oneR,dtree,p,6499,1590,3,5,98.74,100.00,2.36,97.38 j2p/mushroom,bayes,dtree,p,6472,1624,4,1,96.06,99.45,6.67,92.32 j2p/mushroom,j48,dtree,p,6472,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6472,1624,4,1,96.06,99.45,6.67,92.32 j2p/mushroom,oneR,dtree,p,6472,1624,4,1,98.58,100.00,2.66,97.06 j2p/mushroom,bayes,dtree,p,6471,1625,4,2,95.14,98.82,8.12,91.50 j2p/mushroom,j48,dtree,p,6471,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6471,1625,4,2,95.14,98.82,8.12,91.50 j2p/mushroom,oneR,dtree,p,6471,1625,4,2,98.52,100.00,2.91,97.09 j2p/mushroom,bayes,dtree,p,6471,1625,4,3,96.43,98.77,5.47,93.64 j2p/mushroom,j48,dtree,p,6471,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6471,1625,4,3,96.43,98.77,5.47,93.64 j2p/mushroom,oneR,dtree,p,6471,1625,4,3,98.58,100.00,2.62,97.01 j2p/mushroom,bayes,dtree,p,6471,1625,4,4,94.22,99.55,9.53,87.99 j2p/mushroom,j48,dtree,p,6471,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6471,1625,4,4,94.22,99.55,9.53,87.99 j2p/mushroom,oneR,dtree,p,6471,1625,4,4,98.40,100.00,2.91,96.57 j2p/mushroom,bayes,dtree,p,6499,1597,4,5,96.31,99.17,6.08,93.14 j2p/mushroom,j48,dtree,p,6499,1597,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6499,1597,4,5,96.31,99.17,6.08,93.14 j2p/mushroom,oneR,dtree,p,6499,1597,4,5,98.50,100.00,2.83,96.90 j2p/mushroom,bayes,dtree,p,6478,1624,5,1,96.61,99.86,6.03,93.09 j2p/mushroom,j48,dtree,p,6478,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6478,1624,5,1,96.61,99.86,6.03,93.09 j2p/mushroom,oneR,dtree,p,6478,1624,5,1,98.89,100.00,2.09,97.70 j2p/mushroom,bayes,dtree,p,6477,1625,5,2,95.94,98.91,6.49,92.58 j2p/mushroom,j48,dtree,p,6477,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6477,1625,5,2,95.94,98.91,6.49,92.58 j2p/mushroom,oneR,dtree,p,6477,1625,5,2,98.40,100.00,2.99,96.68 j2p/mushroom,bayes,dtree,p,6477,1625,5,3,95.45,98.91,7.40,91.66 j2p/mushroom,j48,dtree,p,6477,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6477,1625,5,3,95.45,98.91,7.40,91.66 j2p/mushroom,oneR,dtree,p,6477,1625,5,3,98.65,100.00,2.57,97.22 j2p/mushroom,bayes,dtree,p,6477,1625,5,4,94.83,99.42,8.59,89.61 j2p/mushroom,j48,dtree,p,6477,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6477,1625,5,4,94.83,99.42,8.59,89.61 j2p/mushroom,oneR,dtree,p,6477,1625,5,4,98.46,100.00,2.84,96.75 j2p/mushroom,bayes,dtree,p,6499,1603,5,5,95.13,98.63,7.80,91.38 j2p/mushroom,j48,dtree,p,6499,1603,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,dtree,p,6499,1603,5,5,95.13,98.63,7.80,91.38 j2p/mushroom,oneR,dtree,p,6499,1603,5,5,98.19,100.00,3.44,96.32 j2p/mushroom,bayes,tbin,p,6472,1624,1,1,95.38,99.00,7.35,91.05 j2p/mushroom,j48,tbin,p,6472,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1624,1,1,95.38,99.00,7.35,91.05 j2p/mushroom,oneR,tbin,p,6472,1624,1,1,98.52,100.00,2.70,96.84 j2p/mushroom,bayes,tbin,p,6471,1625,1,2,96.80,99.33,5.33,94.01 j2p/mushroom,j48,tbin,p,6471,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6471,1625,1,2,96.80,99.33,5.33,94.01 j2p/mushroom,oneR,tbin,p,6471,1625,1,2,98.77,100.00,2.33,97.45 j2p/mushroom,bayes,tbin,p,6471,1625,1,3,95.63,99.18,7.31,91.82 j2p/mushroom,j48,tbin,p,6471,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6471,1625,1,3,95.63,99.18,7.31,91.82 j2p/mushroom,oneR,tbin,p,6471,1625,1,3,98.89,100.00,2.12,97.74 j2p/mushroom,bayes,tbin,p,6471,1625,1,4,95.51,99.05,7.43,91.71 j2p/mushroom,j48,tbin,p,6471,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6471,1625,1,4,95.51,99.05,7.43,91.71 j2p/mushroom,oneR,tbin,p,6471,1625,1,4,98.34,100.00,3.15,96.61 j2p/mushroom,bayes,tbin,p,6499,1597,1,5,95.24,99.15,7.88,90.94 j2p/mushroom,j48,tbin,p,6499,1597,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1597,1,5,95.24,99.15,7.88,90.94 j2p/mushroom,oneR,tbin,p,6499,1597,1,5,98.12,100.00,3.51,96.12 j2p/mushroom,bayes,tbin,p,6474,1624,2,1,96.37,99.31,5.99,93.00 j2p/mushroom,j48,tbin,p,6474,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6474,1624,2,1,96.37,99.31,5.99,93.00 j2p/mushroom,oneR,tbin,p,6474,1624,2,1,98.58,100.00,2.63,97.02 j2p/mushroom,bayes,tbin,p,6473,1625,2,2,95.51,98.53,7.06,92.23 j2p/mushroom,j48,tbin,p,6473,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,2,2,95.51,98.53,7.06,92.23 j2p/mushroom,oneR,tbin,p,6473,1625,2,2,98.58,100.00,2.71,97.12 j2p/mushroom,bayes,tbin,p,6473,1625,2,3,96.06,99.00,6.16,92.39 j2p/mushroom,j48,tbin,p,6473,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,2,3,96.06,99.00,6.16,92.39 j2p/mushroom,oneR,tbin,p,6473,1625,2,3,98.40,100.00,2.88,96.53 j2p/mushroom,bayes,tbin,p,6473,1625,2,4,95.32,99.87,8.54,90.86 j2p/mushroom,j48,tbin,p,6473,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6473,1625,2,4,95.32,99.87,8.54,90.86 j2p/mushroom,oneR,tbin,p,6473,1625,2,4,98.58,100.00,2.78,97.20 j2p/mushroom,bayes,tbin,p,6499,1599,2,5,95.00,99.00,8.11,90.46 j2p/mushroom,j48,tbin,p,6499,1599,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1599,2,5,95.00,99.00,8.11,90.46 j2p/mushroom,oneR,tbin,p,6499,1599,2,5,98.50,100.00,2.80,96.86 j2p/mushroom,bayes,tbin,p,6482,1624,3,1,95.14,98.40,7.27,90.88 j2p/mushroom,j48,tbin,p,6482,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6482,1624,3,1,95.14,98.40,7.27,90.88 j2p/mushroom,oneR,tbin,p,6482,1624,3,1,98.15,100.00,3.30,95.98 j2p/mushroom,bayes,tbin,p,6481,1625,3,2,95.94,98.83,6.64,93.01 j2p/mushroom,j48,tbin,p,6481,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6481,1625,3,2,95.94,98.83,6.64,93.01 j2p/mushroom,oneR,tbin,p,6481,1625,3,2,98.71,100.00,2.53,97.42 j2p/mushroom,bayes,tbin,p,6481,1625,3,3,96.00,99.19,6.65,92.54 j2p/mushroom,j48,tbin,p,6481,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6481,1625,3,3,96.00,99.19,6.65,92.54 j2p/mushroom,oneR,tbin,p,6481,1625,3,3,98.95,100.00,2.00,97.85 j2p/mushroom,bayes,tbin,p,6481,1625,3,4,95.94,99.31,6.74,92.14 j2p/mushroom,j48,tbin,p,6481,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6481,1625,3,4,95.94,99.31,6.74,92.14 j2p/mushroom,oneR,tbin,p,6481,1625,3,4,99.02,100.00,1.85,97.94 j2p/mushroom,bayes,tbin,p,6499,1607,3,5,94.71,99.02,8.71,90.03 j2p/mushroom,j48,tbin,p,6499,1607,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1607,3,5,94.71,99.02,8.71,90.03 j2p/mushroom,oneR,tbin,p,6499,1607,3,5,97.76,100.00,4.18,95.40 j2p/mushroom,bayes,tbin,p,6464,1624,4,1,95.81,99.16,6.79,91.92 j2p/mushroom,j48,tbin,p,6464,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6464,1624,4,1,95.81,99.16,6.79,91.92 j2p/mushroom,oneR,tbin,p,6464,1624,4,1,98.46,100.00,2.83,96.74 j2p/mushroom,bayes,tbin,p,6463,1625,4,2,94.65,98.64,8.66,90.41 j2p/mushroom,j48,tbin,p,6463,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6463,1625,4,2,94.65,98.64,8.66,90.41 j2p/mushroom,oneR,tbin,p,6463,1625,4,2,98.46,100.00,2.95,96.89 j2p/mushroom,bayes,tbin,p,6463,1625,4,3,95.75,99.45,7.19,91.69 j2p/mushroom,j48,tbin,p,6463,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6463,1625,4,3,95.75,99.45,7.19,91.69 j2p/mushroom,oneR,tbin,p,6463,1625,4,3,98.58,100.00,2.66,97.06 j2p/mushroom,bayes,tbin,p,6463,1625,4,4,96.62,98.94,5.41,94.10 j2p/mushroom,j48,tbin,p,6463,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6463,1625,4,4,96.62,98.94,5.41,94.10 j2p/mushroom,oneR,tbin,p,6463,1625,4,4,98.77,100.00,2.36,97.49 j2p/mushroom,bayes,tbin,p,6499,1589,4,5,95.34,99.14,7.64,91.06 j2p/mushroom,j48,tbin,p,6499,1589,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1589,4,5,95.34,99.14,7.64,91.06 j2p/mushroom,oneR,tbin,p,6499,1589,4,5,98.30,100.00,3.16,96.45 j2p/mushroom,bayes,tbin,p,6476,1624,5,1,95.26,98.79,7.72,91.52 j2p/mushroom,j48,tbin,p,6476,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1624,5,1,95.26,98.79,7.72,91.52 j2p/mushroom,oneR,tbin,p,6476,1624,5,1,98.52,100.00,2.84,97.01 j2p/mushroom,bayes,tbin,p,6475,1625,5,2,96.55,99.19,5.67,93.65 j2p/mushroom,j48,tbin,p,6475,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1625,5,2,96.55,99.19,5.67,93.65 j2p/mushroom,oneR,tbin,p,6475,1625,5,2,98.77,100.00,2.33,97.46 j2p/mushroom,bayes,tbin,p,6475,1625,5,3,95.14,99.44,8.21,90.41 j2p/mushroom,j48,tbin,p,6475,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1625,5,3,95.14,99.44,8.21,90.41 j2p/mushroom,oneR,tbin,p,6475,1625,5,3,98.89,100.00,2.09,97.70 j2p/mushroom,bayes,tbin,p,6475,1625,5,4,96.31,99.20,6.20,93.27 j2p/mushroom,j48,tbin,p,6475,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1625,5,4,96.31,99.20,6.20,93.27 j2p/mushroom,oneR,tbin,p,6475,1625,5,4,98.03,100.00,3.74,96.01 j2p/mushroom,bayes,tbin,p,6499,1601,5,5,94.63,98.66,8.28,89.58 j2p/mushroom,j48,tbin,p,6499,1601,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1601,5,5,94.63,98.66,8.28,89.58 j2p/mushroom,oneR,tbin,p,6499,1601,5,5,98.38,100.00,2.93,96.48 j2p/mushroom,bayes,fayyadIrani,p,6469,1624,1,1,95.57,99.59,7.73,91.34 j2p/mushroom,j48,fayyadIrani,p,6469,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1624,1,1,95.57,99.59,7.73,91.34 j2p/mushroom,oneR,fayyadIrani,p,6469,1624,1,1,98.46,100.00,2.93,96.86 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,1,2,96.43,98.63,5.37,93.76 j2p/mushroom,j48,fayyadIrani,p,6468,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,1,2,96.43,98.63,5.37,93.76 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,1,2,98.71,100.00,2.39,97.27 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,1,3,95.75,99.58,7.27,91.54 j2p/mushroom,j48,fayyadIrani,p,6468,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,1,3,95.75,99.58,7.27,91.54 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,1,3,98.34,100.00,3.10,96.54 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,1,4,95.38,98.62,7.23,91.68 j2p/mushroom,j48,fayyadIrani,p,6468,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,1,4,95.38,98.62,7.23,91.68 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,1,4,98.65,100.00,2.54,97.18 j2p/mushroom,bayes,fayyadIrani,p,6499,1594,1,5,94.86,99.16,8.61,90.27 j2p/mushroom,j48,fayyadIrani,p,6499,1594,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1594,1,5,94.86,99.16,8.61,90.27 j2p/mushroom,oneR,fayyadIrani,p,6499,1594,1,5,98.43,100.00,2.98,96.80 j2p/mushroom,bayes,fayyadIrani,p,6468,1624,2,1,95.87,98.61,6.29,92.55 j2p/mushroom,j48,fayyadIrani,p,6468,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1624,2,1,95.87,98.61,6.29,92.55 j2p/mushroom,oneR,fayyadIrani,p,6468,1624,2,1,98.95,100.00,1.94,97.78 j2p/mushroom,bayes,fayyadIrani,p,6467,1625,2,2,95.94,99.33,6.96,92.41 j2p/mushroom,j48,fayyadIrani,p,6467,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1625,2,2,95.94,99.33,6.96,92.41 j2p/mushroom,oneR,fayyadIrani,p,6467,1625,2,2,98.46,100.00,2.96,96.89 j2p/mushroom,bayes,fayyadIrani,p,6467,1625,2,3,95.02,98.75,7.96,90.80 j2p/mushroom,j48,fayyadIrani,p,6467,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1625,2,3,95.02,98.75,7.96,90.80 j2p/mushroom,oneR,fayyadIrani,p,6467,1625,2,3,98.28,100.00,3.22,96.42 j2p/mushroom,bayes,fayyadIrani,p,6467,1625,2,4,95.82,99.34,7.22,92.22 j2p/mushroom,j48,fayyadIrani,p,6467,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1625,2,4,95.82,99.34,7.22,92.22 j2p/mushroom,oneR,fayyadIrani,p,6467,1625,2,4,98.40,100.00,3.09,96.79 j2p/mushroom,bayes,fayyadIrani,p,6499,1593,2,5,95.35,98.97,7.35,90.97 j2p/mushroom,j48,fayyadIrani,p,6499,1593,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1593,2,5,95.35,98.97,7.35,90.97 j2p/mushroom,oneR,fayyadIrani,p,6499,1593,2,5,98.49,100.00,2.74,96.77 j2p/mushroom,bayes,fayyadIrani,p,6467,1624,3,1,95.20,99.02,7.79,90.85 j2p/mushroom,j48,fayyadIrani,p,6467,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1624,3,1,95.20,99.02,7.79,90.85 j2p/mushroom,oneR,fayyadIrani,p,6467,1624,3,1,98.34,100.00,3.09,96.52 j2p/mushroom,bayes,fayyadIrani,p,6466,1625,3,2,95.26,98.23,7.17,91.84 j2p/mushroom,j48,fayyadIrani,p,6466,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6466,1625,3,2,95.26,98.23,7.17,91.84 j2p/mushroom,oneR,fayyadIrani,p,6466,1625,3,2,98.52,100.00,2.77,96.94 j2p/mushroom,bayes,fayyadIrani,p,6466,1625,3,3,95.88,100.00,7.36,91.43 j2p/mushroom,j48,fayyadIrani,p,6466,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6466,1625,3,3,95.88,100.00,7.36,91.43 j2p/mushroom,oneR,fayyadIrani,p,6466,1625,3,3,98.65,100.00,2.54,97.19 j2p/mushroom,bayes,fayyadIrani,p,6466,1625,3,4,96.12,99.58,6.57,92.20 j2p/mushroom,j48,fayyadIrani,p,6466,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6466,1625,3,4,96.12,99.58,6.57,92.20 j2p/mushroom,oneR,fayyadIrani,p,6466,1625,3,4,98.46,100.00,2.84,96.75 j2p/mushroom,bayes,fayyadIrani,p,6499,1592,3,5,95.85,98.40,6.43,93.20 j2p/mushroom,j48,fayyadIrani,p,6499,1592,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1592,3,5,95.85,98.40,6.43,93.20 j2p/mushroom,oneR,fayyadIrani,p,6499,1592,3,5,98.62,100.00,2.68,97.23 j2p/mushroom,bayes,fayyadIrani,p,6461,1624,4,1,96.49,99.03,5.52,93.44 j2p/mushroom,j48,fayyadIrani,p,6461,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6461,1624,4,1,96.49,99.03,5.52,93.44 j2p/mushroom,oneR,fayyadIrani,p,6461,1624,4,1,98.71,100.00,2.38,97.24 j2p/mushroom,bayes,fayyadIrani,p,6460,1625,4,2,95.94,99.06,6.70,92.60 j2p/mushroom,j48,fayyadIrani,p,6460,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6460,1625,4,2,95.94,99.06,6.70,92.60 j2p/mushroom,oneR,fayyadIrani,p,6460,1625,4,2,98.09,100.00,3.61,96.11 j2p/mushroom,bayes,fayyadIrani,p,6460,1625,4,3,94.71,98.49,8.35,90.52 j2p/mushroom,j48,fayyadIrani,p,6460,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6460,1625,4,3,94.71,98.49,8.35,90.52 j2p/mushroom,oneR,fayyadIrani,p,6460,1625,4,3,98.89,100.00,2.11,97.72 j2p/mushroom,bayes,fayyadIrani,p,6460,1625,4,4,95.32,99.15,7.63,90.93 j2p/mushroom,j48,fayyadIrani,p,6460,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6460,1625,4,4,95.32,99.15,7.63,90.93 j2p/mushroom,oneR,fayyadIrani,p,6460,1625,4,4,98.09,100.00,3.51,95.98 j2p/mushroom,bayes,fayyadIrani,p,6499,1586,4,5,95.52,100.00,8.12,90.93 j2p/mushroom,j48,fayyadIrani,p,6499,1586,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1586,4,5,95.52,100.00,8.12,90.93 j2p/mushroom,oneR,fayyadIrani,p,6499,1586,4,5,98.80,100.00,2.31,97.57 j2p/mushroom,bayes,fayyadIrani,p,6475,1624,5,1,96.24,99.86,6.61,92.26 j2p/mushroom,j48,fayyadIrani,p,6475,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6475,1624,5,1,96.24,99.86,6.61,92.26 j2p/mushroom,oneR,fayyadIrani,p,6475,1624,5,1,98.46,100.00,2.86,96.77 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,5,2,95.02,99.02,8.15,90.56 j2p/mushroom,j48,fayyadIrani,p,6474,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,5,2,95.02,99.02,8.15,90.56 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,5,2,98.83,100.00,2.21,97.58 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,5,3,95.08,98.61,7.71,90.99 j2p/mushroom,j48,fayyadIrani,p,6474,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,5,3,95.08,98.61,7.71,90.99 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,5,3,98.28,100.00,3.20,96.40 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,5,4,94.95,98.91,8.33,90.78 j2p/mushroom,j48,fayyadIrani,p,6474,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,5,4,94.95,98.91,8.33,90.78 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,5,4,98.65,100.00,2.61,97.26 j2p/mushroom,bayes,fayyadIrani,p,6499,1600,5,5,96.81,99.18,5.19,94.17 j2p/mushroom,j48,fayyadIrani,p,6499,1600,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1600,5,5,96.81,99.18,5.19,94.17 j2p/mushroom,oneR,fayyadIrani,p,6499,1600,5,5,98.38,100.00,3.04,96.63 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/segment,bayes,cat,sky,1843,461,1,1,79.18,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1843,461,1,1,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1843,461,1,1,84.60,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1843,461,1,1,61.82,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1842,462,1,2,79.65,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1842,462,1,2,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1842,462,1,2,85.28,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1842,462,1,2,66.23,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1842,462,1,3,81.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1842,462,1,3,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1842,462,1,3,87.45,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1842,462,1,3,63.42,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1842,462,1,4,80.30,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1842,462,1,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1842,462,1,4,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1842,462,1,4,59.31,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,457,1,5,80.96,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,457,1,5,96.50,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,457,1,5,85.34,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,457,1,5,63.46,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,461,2,1,80.48,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,461,2,1,94.79,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,461,2,1,85.68,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,461,2,1,61.61,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,2,82.25,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,2,96.32,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,2,86.36,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,2,62.34,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,3,78.79,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,3,95.24,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,3,85.28,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,3,59.52,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,4,81.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,4,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,4,85.71,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,4,62.77,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,460,2,5,77.61,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,460,2,5,96.96,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,460,2,5,82.39,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,460,2,5,61.74,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,3,1,80.04,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,3,1,98.05,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,3,1,84.38,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,3,1,63.34,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,3,2,80.30,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,3,2,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,3,2,85.71,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,3,2,63.85,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,3,3,77.49,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,3,3,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,3,3,83.55,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,3,3,61.04,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,3,4,80.95,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,3,4,97.62,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,3,4,86.80,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,3,4,60.82,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,3,5,82.65,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,3,5,95.44,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,3,5,87.64,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,3,5,63.56,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,4,1,80.69,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,4,1,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,4,1,86.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,4,1,61.82,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,4,2,83.12,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,4,2,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,4,2,87.23,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,4,2,61.90,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,4,3,78.14,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,4,3,92.42,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,4,3,81.39,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,4,3,62.99,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,4,4,76.62,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,4,4,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,4,4,83.33,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,4,4,62.34,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,4,5,82.43,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,4,5,97.61,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,4,5,86.77,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,4,5,61.61,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1849,461,5,1,78.52,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1849,461,5,1,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1849,461,5,1,85.03,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1849,461,5,1,63.12,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,5,2,81.82,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,5,2,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,5,2,87.01,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,5,2,62.77,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,5,3,77.06,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,5,3,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,5,3,84.42,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,5,3,62.55,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,5,4,82.03,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,5,4,98.48,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,5,4,85.06,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,5,4,65.58,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,5,5,82.03,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,5,5,96.32,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,5,5,83.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,5,5,62.55,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1846,461,1,1,88.94,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1846,461,1,1,81.13,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1846,461,1,1,88.94,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1846,461,1,1,62.04,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1845,462,1,2,88.53,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1845,462,1,2,82.47,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1845,462,1,2,88.53,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1845,462,1,2,65.80,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1845,462,1,3,88.96,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1845,462,1,3,82.25,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1845,462,1,3,88.96,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1845,462,1,3,61.69,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1845,462,1,4,90.48,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1845,462,1,4,84.20,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1845,462,1,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1845,462,1,4,61.90,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1847,460,1,5,89.35,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1847,460,1,5,80.87,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1847,460,1,5,89.35,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1847,460,1,5,66.09,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1847,461,2,1,89.15,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1847,461,2,1,80.91,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1847,461,2,1,89.15,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1847,461,2,1,62.47,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1846,462,2,2,90.26,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1846,462,2,2,83.33,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1846,462,2,2,90.26,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1846,462,2,2,57.36,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1846,462,2,3,88.10,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1846,462,2,3,81.60,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1846,462,2,3,88.10,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1846,462,2,3,63.85,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1846,462,2,4,89.39,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1846,462,2,4,82.68,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1846,462,2,4,89.39,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1846,462,2,4,62.99,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1847,461,2,5,86.98,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1847,461,2,5,80.91,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1847,461,2,5,86.98,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1847,461,2,5,60.52,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1847,461,3,1,90.46,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1847,461,3,1,84.16,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1847,461,3,1,90.46,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1847,461,3,1,65.51,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1846,462,3,2,91.13,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1846,462,3,2,82.03,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1846,462,3,2,91.13,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1846,462,3,2,59.52,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1846,462,3,3,89.18,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1846,462,3,3,84.63,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1846,462,3,3,89.18,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1846,462,3,3,63.20,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1846,462,3,4,87.45,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1846,462,3,4,84.85,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1846,462,3,4,87.45,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1846,462,3,4,61.47,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1847,461,3,5,86.33,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1847,461,3,5,82.00,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1847,461,3,5,86.33,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1847,461,3,5,62.47,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1848,461,4,1,88.07,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1848,461,4,1,80.69,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1848,461,4,1,88.07,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1848,461,4,1,61.39,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1847,462,4,2,88.53,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1847,462,4,2,82.68,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1847,462,4,2,88.53,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1847,462,4,2,62.99,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1847,462,4,3,87.66,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1847,462,4,3,82.68,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1847,462,4,3,87.66,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1847,462,4,3,62.34,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1847,462,4,4,88.31,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1847,462,4,4,82.90,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1847,462,4,4,88.31,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1847,462,4,4,65.80,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1847,462,4,5,89.83,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1847,462,4,5,81.82,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1847,462,4,5,89.83,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1847,462,4,5,64.29,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1846,461,5,1,90.67,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1846,461,5,1,82.21,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1846,461,5,1,90.67,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1846,461,5,1,62.47,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1845,462,5,2,89.61,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1845,462,5,2,82.25,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1845,462,5,2,89.61,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1845,462,5,2,64.29,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1845,462,5,3,85.71,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1845,462,5,3,82.90,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1845,462,5,3,85.71,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1845,462,5,3,62.77,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1845,462,5,4,90.48,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1845,462,5,4,84.20,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1845,462,5,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1845,462,5,4,63.20,100.00,0.00,100.00 q2s/segment,bayes,dtree,sky,1847,460,5,5,88.26,100.00,0.00,100.00 q2s/segment,j48,dtree,sky,1847,460,5,5,83.26,100.00,0.00,100.00 q2s/segment,nbk,dtree,sky,1847,460,5,5,88.26,100.00,0.00,100.00 q2s/segment,oneR,dtree,sky,1847,460,5,5,64.35,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,1,1,89.59,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,1,1,93.71,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,1,1,89.59,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,1,1,50.76,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,1,2,91.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,1,2,96.54,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,1,2,91.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,1,2,47.84,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,1,3,89.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,1,3,93.72,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,1,3,89.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,1,3,45.02,100.00,4.17,98.51 q2s/segment,bayes,tbin,sky,1846,462,1,4,91.34,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,1,4,95.67,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,1,4,91.34,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,1,4,50.00,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,1,5,89.37,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,1,5,94.58,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,1,5,89.37,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,1,5,51.41,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,461,2,1,92.62,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,461,2,1,96.53,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,461,2,1,92.62,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,461,2,1,52.06,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1843,462,2,2,90.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1843,462,2,2,94.59,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1843,462,2,2,90.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1843,462,2,2,51.30,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1843,462,2,3,90.26,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1843,462,2,3,93.29,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1843,462,2,3,90.26,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1843,462,2,3,48.48,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1843,462,2,4,88.53,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1843,462,2,4,93.51,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1843,462,2,4,88.53,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1843,462,2,4,45.89,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,458,2,5,91.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,458,2,5,94.54,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,458,2,5,91.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,458,2,5,45.63,100.00,3.45,98.46 q2s/segment,bayes,tbin,sky,1846,461,3,1,88.94,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,3,1,91.97,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,3,1,88.94,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,3,1,47.29,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,2,88.53,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,2,88.53,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,2,47.40,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,3,90.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,3,95.02,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,3,90.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,3,51.73,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,4,91.99,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,4,96.32,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,4,91.99,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,4,53.03,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,3,5,90.87,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,3,5,95.00,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,3,5,90.87,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,3,5,51.52,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,4,1,89.15,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,4,1,93.28,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,4,1,89.15,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,4,1,51.19,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,4,2,89.83,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,4,2,93.94,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,4,2,89.83,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,4,2,47.19,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,4,3,91.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,4,3,95.02,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,4,3,91.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,4,3,47.19,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,4,4,90.69,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,4,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,4,4,90.69,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,4,4,54.76,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,4,5,92.61,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,4,5,95.87,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,4,5,92.61,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,4,5,51.52,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,461,5,1,89.15,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,461,5,1,93.71,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,461,5,1,89.15,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,461,5,1,49.46,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,5,2,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,5,2,96.32,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,5,2,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,5,2,51.52,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,5,3,92.64,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,5,3,93.94,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,5,3,92.64,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,5,3,45.67,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,5,4,90.69,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,5,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,5,4,90.69,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,5,4,47.84,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,459,5,5,91.07,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,459,5,5,95.42,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,459,5,5,91.07,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,459,5,5,48.58,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,1,1,91.11,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,1,1,94.79,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,1,1,91.11,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,1,1,66.59,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,2,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,2,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,2,67.10,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,3,93.07,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,3,93.07,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,3,66.88,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,4,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,4,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,4,60.82,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,5,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,5,94.37,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,5,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,5,69.70,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1849,461,2,1,92.62,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1849,461,2,1,93.06,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1849,461,2,1,92.62,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1849,461,2,1,66.16,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,2,2,90.48,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,2,2,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,2,2,90.48,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,2,2,65.58,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,2,3,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,2,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,2,3,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,2,3,67.75,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,2,4,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,2,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,2,4,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,2,4,66.67,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,2,5,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,2,5,95.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,2,5,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,2,5,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,3,1,90.67,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,3,1,94.58,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,3,1,90.67,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,3,1,68.33,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,3,2,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,3,2,93.29,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,3,2,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,3,2,61.04,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,3,3,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,3,3,93.94,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,3,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,3,3,66.88,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,3,4,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,3,4,95.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,3,4,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,3,4,65.15,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,3,5,93.71,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,3,5,97.40,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,3,5,93.71,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,3,5,67.25,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,4,1,91.54,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,4,1,95.23,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,4,1,91.54,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,4,1,64.64,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,2,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,2,96.32,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,2,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,2,69.48,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,3,92.42,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,3,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,3,92.42,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,3,65.80,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,4,89.18,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,4,93.51,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,4,89.18,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,4,62.55,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,5,91.99,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,5,94.37,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,5,91.99,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,5,64.07,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,461,5,1,91.32,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,461,5,1,93.93,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,461,5,1,91.32,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,461,5,1,68.55,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1844,462,5,2,93.07,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1844,462,5,2,95.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1844,462,5,2,93.07,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1844,462,5,2,62.12,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1844,462,5,3,90.26,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1844,462,5,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1844,462,5,3,90.26,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1844,462,5,3,67.32,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1844,462,5,4,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1844,462,5,4,93.29,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1844,462,5,4,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1844,462,5,4,63.64,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,459,5,5,91.94,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,459,5,5,94.99,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,459,5,5,91.94,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,459,5,5,67.54,100.00,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/ionosphere,bayes,cat,g,281,70,1,1,82.86,91.89,27.27,79.07 e2i/ionosphere,j48,cat,g,281,70,1,1,87.14,97.22,23.53,81.40 e2i/ionosphere,nbk,cat,g,281,70,1,1,85.71,94.59,24.24,81.40 e2i/ionosphere,oneR,cat,g,281,70,1,1,85.71,83.67,9.52,95.35 e2i/ionosphere,bayes,cat,g,281,70,1,2,87.14,89.47,15.62,87.18 e2i/ionosphere,j48,cat,g,281,70,1,2,88.57,86.05,7.41,94.87 e2i/ionosphere,nbk,cat,g,281,70,1,2,92.86,90.48,3.57,97.44 e2i/ionosphere,oneR,cat,g,281,70,1,2,77.14,76.74,22.22,84.62 e2i/ionosphere,bayes,cat,g,281,70,1,3,75.71,92.50,46.67,72.55 e2i/ionosphere,j48,cat,g,281,70,1,3,94.29,94.34,5.88,98.04 e2i/ionosphere,nbk,cat,g,281,70,1,3,92.86,94.23,11.11,96.08 e2i/ionosphere,oneR,cat,g,281,70,1,3,85.71,91.84,28.57,88.24 e2i/ionosphere,bayes,cat,g,281,70,1,4,85.71,91.30,25.00,87.50 e2i/ionosphere,j48,cat,g,281,70,1,4,91.43,92.00,10.00,95.83 e2i/ionosphere,nbk,cat,g,281,70,1,4,91.43,92.00,10.00,95.83 e2i/ionosphere,oneR,cat,g,281,70,1,4,77.14,78.57,28.57,91.67 e2i/ionosphere,bayes,cat,g,281,70,1,5,82.86,91.89,27.27,79.07 e2i/ionosphere,j48,cat,g,281,70,1,5,91.43,87.76,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,1,5,94.29,97.56,10.34,93.02 e2i/ionosphere,oneR,cat,g,281,70,1,5,84.29,84.78,16.67,90.70 e2i/ionosphere,bayes,cat,g,281,70,2,1,92.86,97.73,15.38,91.49 e2i/ionosphere,j48,cat,g,281,70,2,1,87.14,91.30,20.83,89.36 e2i/ionosphere,nbk,cat,g,281,70,2,1,92.86,97.73,15.38,91.49 e2i/ionosphere,oneR,cat,g,281,70,2,1,90.00,91.67,13.64,93.62 e2i/ionosphere,bayes,cat,g,281,70,2,2,77.14,84.62,32.26,76.74 e2i/ionosphere,j48,cat,g,281,70,2,2,90.00,89.13,8.33,95.35 e2i/ionosphere,nbk,cat,g,281,70,2,2,91.43,91.11,8.00,95.35 e2i/ionosphere,oneR,cat,g,281,70,2,2,82.86,81.63,14.29,93.02 e2i/ionosphere,bayes,cat,g,281,70,2,3,78.57,89.74,35.48,76.09 e2i/ionosphere,j48,cat,g,281,70,2,3,85.71,86.00,15.00,93.48 e2i/ionosphere,nbk,cat,g,281,70,2,3,94.29,95.65,8.33,95.65 e2i/ionosphere,oneR,cat,g,281,70,2,3,78.57,81.63,28.57,86.96 e2i/ionosphere,bayes,cat,g,281,70,2,4,81.43,86.36,26.92,84.44 e2i/ionosphere,j48,cat,g,281,70,2,4,90.00,93.18,15.38,91.11 e2i/ionosphere,nbk,cat,g,281,70,2,4,85.71,85.71,14.29,93.33 e2i/ionosphere,oneR,cat,g,281,70,2,4,80.00,80.39,21.05,91.11 e2i/ionosphere,bayes,cat,g,281,70,2,5,82.86,100.00,30.77,72.09 e2i/ionosphere,j48,cat,g,281,70,2,5,90.00,92.86,14.29,90.70 e2i/ionosphere,nbk,cat,g,281,70,2,5,95.71,100.00,10.00,93.02 e2i/ionosphere,oneR,cat,g,281,70,2,5,84.29,83.33,13.64,93.02 e2i/ionosphere,bayes,cat,g,281,70,3,1,84.29,95.00,30.00,80.85 e2i/ionosphere,j48,cat,g,281,70,3,1,92.86,90.38,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,3,1,94.29,95.74,8.70,95.74 e2i/ionosphere,oneR,cat,g,281,70,3,1,90.00,90.00,10.00,95.74 e2i/ionosphere,bayes,cat,g,281,70,3,2,88.57,91.11,16.00,91.11 e2i/ionosphere,j48,cat,g,281,70,3,2,90.00,91.30,12.50,93.33 e2i/ionosphere,nbk,cat,g,281,70,3,2,94.29,95.56,8.00,95.56 e2i/ionosphere,oneR,cat,g,281,70,3,2,81.43,84.78,25.00,86.67 e2i/ionosphere,bayes,cat,g,281,70,3,3,82.86,89.58,31.82,86.00 e2i/ionosphere,j48,cat,g,281,70,3,3,88.57,87.50,7.14,98.00 e2i/ionosphere,nbk,cat,g,281,70,3,3,90.00,90.57,11.76,96.00 e2i/ionosphere,oneR,cat,g,281,70,3,3,87.14,88.68,17.65,94.00 e2i/ionosphere,bayes,cat,g,281,70,3,4,78.57,84.85,27.03,73.68 e2i/ionosphere,j48,cat,g,281,70,3,4,91.43,88.10,3.57,97.37 e2i/ionosphere,nbk,cat,g,281,70,3,4,87.14,89.19,15.15,86.84 e2i/ionosphere,oneR,cat,g,281,70,3,4,82.86,79.55,11.54,92.11 e2i/ionosphere,bayes,cat,g,281,70,3,5,82.86,97.06,30.56,75.00 e2i/ionosphere,j48,cat,g,281,70,3,5,91.43,97.50,16.67,88.64 e2i/ionosphere,nbk,cat,g,281,70,3,5,92.86,97.56,13.79,90.91 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e2i/ionosphere,bayes,fayyadIrani,g,280,70,4,3,94.29,93.75,4.55,97.83 e2i/ionosphere,j48,fayyadIrani,g,280,70,4,3,85.71,84.62,11.11,95.65 e2i/ionosphere,nbk,fayyadIrani,g,280,70,4,3,94.29,93.75,4.55,97.83 e2i/ionosphere,oneR,fayyadIrani,g,280,70,4,3,87.14,84.91,5.88,97.83 e2i/ionosphere,bayes,fayyadIrani,g,280,70,4,4,88.57,87.04,6.25,97.92 e2i/ionosphere,j48,fayyadIrani,g,280,70,4,4,94.29,92.31,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,280,70,4,4,88.57,87.04,6.25,97.92 e2i/ionosphere,oneR,fayyadIrani,g,280,70,4,4,84.29,83.64,13.33,95.83 e2i/ionosphere,bayes,fayyadIrani,g,280,70,4,5,92.86,95.35,11.11,93.18 e2i/ionosphere,j48,fayyadIrani,g,280,70,4,5,90.00,89.36,8.70,95.45 e2i/ionosphere,nbk,fayyadIrani,g,280,70,4,5,92.86,95.35,11.11,93.18 e2i/ionosphere,oneR,fayyadIrani,g,280,70,4,5,87.14,87.23,13.04,93.18 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,1,85.71,87.23,17.39,91.11 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,1,84.29,84.00,15.00,93.33 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,1,85.71,87.23,17.39,91.11 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,1,87.14,87.50,13.64,93.33 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,2,88.57,83.72,3.70,97.30 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,2,87.14,83.33,7.14,94.59 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,2,88.57,83.72,3.70,97.30 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,2,81.43,78.57,14.29,89.19 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,3,95.71,94.00,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,3,91.43,91.84,9.52,95.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,3,95.71,94.00,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,3,90.00,90.00,10.00,95.74 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,4,92.86,93.48,8.33,95.56 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,4,91.43,91.49,8.70,95.56 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,4,92.86,93.48,8.33,95.56 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,4,91.43,88.24,0.00,100.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,5,91.43,94.12,15.79,94.12 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,5,91.43,94.12,15.79,94.12 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,5,91.43,94.12,15.79,94.12 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,5,88.57,93.88,23.81,90.20 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/iris,bayes,cat,,281,70,1,1,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,1,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,1,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,1,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,1,2,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,1,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,1,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,1,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,1,3,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,1,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,1,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,1,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,1,4,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,1,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,1,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,1,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,1,5,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,1,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,1,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,1,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,2,1,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,2,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,2,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,2,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,2,2,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,2,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,2,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,2,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,2,3,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,2,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,2,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,2,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,2,4,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,2,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,2,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,2,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,2,5,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,2,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,2,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,2,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,3,1,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,3,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,3,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,3,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,3,2,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,3,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,3,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,3,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,3,3,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,3,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,3,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,3,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,3,4,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,3,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,3,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,3,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,3,5,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,3,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,3,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,3,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,4,1,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,4,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,4,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,4,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,4,2,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,4,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,4,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,4,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,4,3,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,4,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,4,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,4,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,4,4,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,4,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,4,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,4,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,4,5,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,4,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,4,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,4,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,5,1,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,5,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,5,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,5,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,5,2,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,5,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,5,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,5,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,5,3,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,5,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,5,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,5,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,5,4,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,5,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,5,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,5,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,cat,,281,70,5,5,91.43,50.00,50.00,50.00 e2i/iris,j48,cat,,281,70,5,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,cat,,281,70,5,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,cat,,281,70,5,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,1,1,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,1,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,1,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,1,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,1,2,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,1,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,1,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,1,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,1,3,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,1,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,1,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,1,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,1,4,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,1,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,1,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,1,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,1,5,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,1,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,1,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,1,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,2,1,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,2,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,2,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,2,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,2,2,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,2,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,2,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,2,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,2,3,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,2,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,2,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,2,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,2,4,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,2,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,2,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,2,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,2,5,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,2,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,2,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,2,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,3,1,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,3,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,3,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,3,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,3,2,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,3,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,3,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,3,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,3,3,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,3,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,3,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,3,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,3,4,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,3,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,3,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,3,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,3,5,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,3,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,3,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,3,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,4,1,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,4,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,4,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,4,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,4,2,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,4,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,4,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,4,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,4,3,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,4,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,4,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,4,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,4,4,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,4,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,4,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,4,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,4,5,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,4,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,4,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,4,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,5,1,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,5,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,5,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,5,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,5,2,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,5,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,5,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,5,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,5,3,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,5,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,5,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,5,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,5,4,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,5,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,5,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,5,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,dtree,,281,70,5,5,91.43,50.00,50.00,50.00 e2i/iris,j48,dtree,,281,70,5,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,dtree,,281,70,5,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,dtree,,281,70,5,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,1,1,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,1,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,1,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,1,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,1,2,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,1,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,1,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,1,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,1,3,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,1,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,1,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,1,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,1,4,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,1,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,1,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,1,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,1,5,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,1,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,1,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,1,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,2,1,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,2,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,2,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,2,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,2,2,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,2,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,2,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,2,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,2,3,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,2,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,2,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,2,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,2,4,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,2,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,2,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,2,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,2,5,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,2,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,2,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,2,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,3,1,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,3,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,3,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,3,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,3,2,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,3,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,3,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,3,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,3,3,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,3,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,3,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,3,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,3,4,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,3,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,3,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,3,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,3,5,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,3,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,3,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,3,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,4,1,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,4,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,4,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,4,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,4,2,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,4,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,4,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,4,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,4,3,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,4,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,4,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,4,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,4,4,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,4,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,4,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,4,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,4,5,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,4,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,4,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,4,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,5,1,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,5,1,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,5,1,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,5,1,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,5,2,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,5,2,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,5,2,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,5,2,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,5,3,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,5,3,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,5,3,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,5,3,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,5,4,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,5,4,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,5,4,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,5,4,88.57,50.00,50.00,50.00 e2i/iris,bayes,tbin,,281,70,5,5,91.43,50.00,50.00,50.00 e2i/iris,j48,tbin,,281,70,5,5,91.43,50.00,50.00,50.00 e2i/iris,nbk,tbin,,281,70,5,5,91.43,50.00,50.00,50.00 e2i/iris,oneR,tbin,,281,70,5,5,88.57,50.00,50.00,50.00 e2i/iris,bayes,fayyadIrani,,303,75,1,1,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,303,75,1,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,303,75,1,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,303,75,1,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,325,80,1,2,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,325,80,1,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,325,80,1,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,325,80,1,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,346,86,1,3,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,346,86,1,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,346,86,1,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,346,86,1,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,368,91,1,4,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,368,91,1,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,368,91,1,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,368,91,1,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,390,96,1,5,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,390,96,1,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,390,96,1,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,390,96,1,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,412,101,2,1,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,412,101,2,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,412,101,2,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,412,101,2,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,434,106,2,2,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,434,106,2,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,434,106,2,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,434,106,2,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,455,112,2,3,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,455,112,2,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,455,112,2,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,455,112,2,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,477,117,2,4,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,477,117,2,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,477,117,2,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,477,117,2,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,499,122,2,5,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,499,122,2,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,499,122,2,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,499,122,2,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,521,127,3,1,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,521,127,3,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,521,127,3,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,521,127,3,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,543,132,3,2,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,543,132,3,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,543,132,3,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,543,132,3,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,564,138,3,3,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,564,138,3,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,564,138,3,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,564,138,3,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,586,143,3,4,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,586,143,3,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,586,143,3,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,586,143,3,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,608,148,3,5,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,608,148,3,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,608,148,3,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,608,148,3,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,630,153,4,1,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,630,153,4,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,630,153,4,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,630,153,4,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,652,158,4,2,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,652,158,4,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,652,158,4,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,652,158,4,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,673,164,4,3,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,673,164,4,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,673,164,4,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,673,164,4,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,695,169,4,4,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,695,169,4,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,695,169,4,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,695,169,4,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,717,174,4,5,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,717,174,4,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,717,174,4,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,717,174,4,5,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,739,179,5,1,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,739,179,5,1,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,739,179,5,1,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,739,179,5,1,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,761,184,5,2,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,761,184,5,2,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,761,184,5,2,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,761,184,5,2,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,782,190,5,3,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,782,190,5,3,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,782,190,5,3,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,782,190,5,3,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,804,195,5,4,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,804,195,5,4,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,804,195,5,4,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,804,195,5,4,0.00,0.00,0.00,0.00 e2i/iris,bayes,fayyadIrani,,826,200,5,5,0.00,0.00,0.00,0.00 e2i/iris,j48,fayyadIrani,,826,200,5,5,0.00,0.00,0.00,0.00 e2i/iris,nbk,fayyadIrani,,826,200,5,5,0.00,0.00,0.00,0.00 e2i/iris,oneR,fayyadIrani,,826,200,5,5,0.00,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-c,bayes,cat,>50_1,243,60,1,1,85.00,92.86,21.88,78.79 e2i/heart-c,j48,cat,>50_1,243,60,1,1,80.00,88.89,27.27,72.73 e2i/heart-c,nbk,cat,>50_1,243,60,1,1,83.33,92.59,24.24,75.76 e2i/heart-c,oneR,cat,>50_1,243,60,1,1,76.67,78.79,25.93,78.79 e2i/heart-c,bayes,cat,>50_1,242,61,1,2,86.89,76.00,5.56,90.48 e2i/heart-c,j48,cat,>50_1,242,61,1,2,81.97,70.83,10.81,80.95 e2i/heart-c,nbk,cat,>50_1,242,61,1,2,85.25,75.00,8.11,85.71 e2i/heart-c,oneR,cat,>50_1,242,61,1,2,77.05,64.00,13.89,76.19 e2i/heart-c,bayes,cat,>50_1,243,60,1,3,86.67,88.00,14.29,81.48 e2i/heart-c,j48,cat,>50_1,243,60,1,3,76.67,76.00,22.86,70.37 e2i/heart-c,nbk,cat,>50_1,243,60,1,3,88.33,88.46,11.76,85.19 e2i/heart-c,oneR,cat,>50_1,243,60,1,3,71.67,69.23,26.47,66.67 e2i/heart-c,bayes,cat,>50_1,242,61,1,4,80.33,80.00,19.35,80.00 e2i/heart-c,j48,cat,>50_1,242,61,1,4,62.30,59.46,33.33,73.33 e2i/heart-c,nbk,cat,>50_1,242,61,1,4,81.97,80.65,16.67,83.33 e2i/heart-c,oneR,cat,>50_1,242,61,1,4,70.49,66.67,24.00,80.00 e2i/heart-c,bayes,cat,>50_1,243,60,1,5,83.33,86.96,18.92,74.07 e2i/heart-c,j48,cat,>50_1,243,60,1,5,81.67,80.77,17.65,77.78 e2i/heart-c,nbk,cat,>50_1,243,60,1,5,83.33,90.48,20.51,70.37 e2i/heart-c,oneR,cat,>50_1,243,60,1,5,68.33,66.67,30.56,59.26 e2i/heart-c,bayes,cat,>50_1,243,60,2,1,83.33,88.46,20.59,76.67 e2i/heart-c,j48,cat,>50_1,243,60,2,1,73.33,79.17,30.56,63.33 e2i/heart-c,nbk,cat,>50_1,243,60,2,1,86.67,92.31,17.65,80.00 e2i/heart-c,oneR,cat,>50_1,243,60,2,1,68.33,68.97,32.26,66.67 e2i/heart-c,bayes,cat,>50_1,242,61,2,2,80.33,77.78,17.65,77.78 e2i/heart-c,j48,cat,>50_1,242,61,2,2,78.69,76.92,20.00,74.07 e2i/heart-c,nbk,cat,>50_1,242,61,2,2,81.97,80.77,17.14,77.78 e2i/heart-c,oneR,cat,>50_1,242,61,2,2,75.41,71.43,21.21,74.07 e2i/heart-c,bayes,cat,>50_1,243,60,2,3,90.00,82.76,3.23,96.00 e2i/heart-c,j48,cat,>50_1,243,60,2,3,78.33,71.43,15.62,80.00 e2i/heart-c,nbk,cat,>50_1,243,60,2,3,88.33,80.00,3.33,96.00 e2i/heart-c,oneR,cat,>50_1,243,60,2,3,75.00,65.62,14.29,84.00 e2i/heart-c,bayes,cat,>50_1,242,61,2,4,78.69,82.61,23.68,67.86 e2i/heart-c,j48,cat,>50_1,242,61,2,4,77.05,76.92,22.86,71.43 e2i/heart-c,nbk,cat,>50_1,242,61,2,4,77.05,79.17,24.32,67.86 e2i/heart-c,oneR,cat,>50_1,242,61,2,4,68.85,64.52,26.67,71.43 e2i/heart-c,bayes,cat,>50_1,243,60,2,5,83.33,82.14,15.62,82.14 e2i/heart-c,j48,cat,>50_1,243,60,2,5,68.33,69.57,32.43,57.14 e2i/heart-c,nbk,cat,>50_1,243,60,2,5,83.33,84.62,17.65,78.57 e2i/heart-c,oneR,cat,>50_1,243,60,2,5,81.67,81.48,18.18,78.57 e2i/heart-c,bayes,cat,>50_1,242,60,3,1,81.67,81.48,18.18,78.57 e2i/heart-c,j48,cat,>50_1,242,60,3,1,80.00,80.77,20.59,75.00 e2i/heart-c,nbk,cat,>50_1,242,60,3,1,83.33,82.14,15.62,82.14 e2i/heart-c,oneR,cat,>50_1,242,60,3,1,78.33,75.86,19.35,78.57 e2i/heart-c,bayes,cat,>50_1,241,61,3,2,86.89,90.91,17.86,85.71 e2i/heart-c,j48,cat,>50_1,241,61,3,2,80.33,87.10,26.67,77.14 e2i/heart-c,nbk,cat,>50_1,241,61,3,2,90.16,93.94,14.29,88.57 e2i/heart-c,oneR,cat,>50_1,241,61,3,2,78.69,84.38,27.59,77.14 e2i/heart-c,bayes,cat,>50_1,242,60,3,3,78.33,80.00,22.50,64.00 e2i/heart-c,j48,cat,>50_1,242,60,3,3,71.67,66.67,25.00,64.00 e2i/heart-c,nbk,cat,>50_1,242,60,3,3,80.00,78.26,18.92,72.00 e2i/heart-c,oneR,cat,>50_1,242,60,3,3,68.33,63.64,28.95,56.00 e2i/heart-c,bayes,cat,>50_1,241,61,3,4,81.97,72.73,12.82,76.19 e2i/heart-c,j48,cat,>50_1,241,61,3,4,72.13,60.00,21.95,57.14 e2i/heart-c,nbk,cat,>50_1,241,61,3,4,78.69,68.18,15.38,71.43 e2i/heart-c,oneR,cat,>50_1,241,61,3,4,72.13,58.33,18.92,66.67 e2i/heart-c,bayes,cat,>50_1,242,60,3,5,88.33,88.89,12.12,85.71 e2i/heart-c,j48,cat,>50_1,242,60,3,5,80.00,76.67,16.67,82.14 e2i/heart-c,nbk,cat,>50_1,242,60,3,5,90.00,89.29,9.38,89.29 e2i/heart-c,oneR,cat,>50_1,242,60,3,5,80.00,83.33,22.22,71.43 e2i/heart-c,bayes,cat,>50_1,243,60,4,1,85.00,75.00,8.33,85.71 e2i/heart-c,j48,cat,>50_1,243,60,4,1,70.00,54.84,13.79,80.95 e2i/heart-c,nbk,cat,>50_1,243,60,4,1,88.33,79.17,5.56,90.48 e2i/heart-c,oneR,cat,>50_1,243,60,4,1,66.67,51.61,17.24,76.19 e2i/heart-c,bayes,cat,>50_1,242,61,4,2,81.97,80.00,16.13,82.76 e2i/heart-c,j48,cat,>50_1,242,61,4,2,75.41,75.00,24.24,72.41 e2i/heart-c,nbk,cat,>50_1,242,61,4,2,83.61,85.19,17.65,79.31 e2i/heart-c,oneR,cat,>50_1,242,61,4,2,78.69,75.00,17.24,82.76 e2i/heart-c,bayes,cat,>50_1,243,60,4,3,93.33,92.31,5.88,92.31 e2i/heart-c,j48,cat,>50_1,243,60,4,3,80.00,75.00,15.62,80.77 e2i/heart-c,nbk,cat,>50_1,243,60,4,3,91.67,92.00,8.57,88.46 e2i/heart-c,oneR,cat,>50_1,243,60,4,3,70.00,65.38,26.47,65.38 e2i/heart-c,bayes,cat,>50_1,242,61,4,4,80.33,72.73,15.38,72.73 e2i/heart-c,j48,cat,>50_1,242,61,4,4,72.13,60.00,19.44,68.18 e2i/heart-c,nbk,cat,>50_1,242,61,4,4,83.61,75.00,10.81,81.82 e2i/heart-c,oneR,cat,>50_1,242,61,4,4,75.41,65.22,18.42,68.18 e2i/heart-c,bayes,cat,>50_1,243,60,4,5,75.00,90.32,41.38,70.00 e2i/heart-c,j48,cat,>50_1,243,60,4,5,65.00,88.00,51.43,55.00 e2i/heart-c,nbk,cat,>50_1,243,60,4,5,76.67,90.62,39.29,72.50 e2i/heart-c,oneR,cat,>50_1,243,60,4,5,68.33,83.87,48.28,65.00 e2i/heart-c,bayes,cat,>50_1,243,60,5,1,88.33,85.71,9.38,88.89 e2i/heart-c,j48,cat,>50_1,243,60,5,1,73.33,67.74,20.69,77.78 e2i/heart-c,nbk,cat,>50_1,243,60,5,1,88.33,85.71,9.38,88.89 e2i/heart-c,oneR,cat,>50_1,243,60,5,1,71.67,69.23,26.47,66.67 e2i/heart-c,bayes,cat,>50_1,242,61,5,2,85.25,86.36,15.38,76.00 e2i/heart-c,j48,cat,>50_1,242,61,5,2,73.77,69.57,23.68,64.00 e2i/heart-c,nbk,cat,>50_1,242,61,5,2,83.61,85.71,17.50,72.00 e2i/heart-c,oneR,cat,>50_1,242,61,5,2,73.77,66.67,20.59,72.00 e2i/heart-c,bayes,cat,>50_1,243,60,5,3,81.67,78.57,15.62,81.48 e2i/heart-c,j48,cat,>50_1,243,60,5,3,70.00,64.52,24.14,74.07 e2i/heart-c,nbk,cat,>50_1,243,60,5,3,83.33,81.48,15.15,81.48 e2i/heart-c,oneR,cat,>50_1,243,60,5,3,76.67,70.97,17.24,81.48 e2i/heart-c,bayes,cat,>50_1,242,61,5,4,85.25,90.00,17.07,72.00 e2i/heart-c,j48,cat,>50_1,242,61,5,4,77.05,76.19,22.50,64.00 e2i/heart-c,nbk,cat,>50_1,242,61,5,4,85.25,86.36,15.38,76.00 e2i/heart-c,oneR,cat,>50_1,242,61,5,4,72.13,64.29,21.21,72.00 e2i/heart-c,bayes,cat,>50_1,243,60,5,5,80.00,83.87,24.14,78.79 e2i/heart-c,j48,cat,>50_1,243,60,5,5,71.67,73.53,30.77,75.76 e2i/heart-c,nbk,cat,>50_1,243,60,5,5,78.33,79.41,23.08,81.82 e2i/heart-c,oneR,cat,>50_1,243,60,5,5,68.33,69.44,33.33,75.76 e2i/heart-c,bayes,dtree,>50_1,243,60,1,1,85.00,95.00,20.00,70.37 e2i/heart-c,j48,dtree,>50_1,243,60,1,1,80.00,89.47,24.39,62.96 e2i/heart-c,nbk,dtree,>50_1,243,60,1,1,85.00,95.00,20.00,70.37 e2i/heart-c,oneR,dtree,>50_1,243,60,1,1,76.67,74.07,21.21,74.07 e2i/heart-c,bayes,dtree,>50_1,242,61,1,2,85.25,78.57,9.09,88.00 e2i/heart-c,j48,dtree,>50_1,242,61,1,2,78.69,75.00,18.92,72.00 e2i/heart-c,nbk,dtree,>50_1,242,61,1,2,85.25,78.57,9.09,88.00 e2i/heart-c,oneR,dtree,>50_1,242,61,1,2,68.85,61.54,25.71,64.00 e2i/heart-c,bayes,dtree,>50_1,243,60,1,3,86.67,88.89,15.15,82.76 e2i/heart-c,j48,dtree,>50_1,243,60,1,3,80.00,77.42,17.24,82.76 e2i/heart-c,nbk,dtree,>50_1,243,60,1,3,86.67,88.89,15.15,82.76 e2i/heart-c,oneR,dtree,>50_1,243,60,1,3,78.33,78.57,21.88,75.86 e2i/heart-c,bayes,dtree,>50_1,242,61,1,4,80.33,74.07,14.71,80.00 e2i/heart-c,j48,dtree,>50_1,242,61,1,4,67.21,58.06,23.33,72.00 e2i/heart-c,nbk,dtree,>50_1,242,61,1,4,80.33,74.07,14.71,80.00 e2i/heart-c,oneR,dtree,>50_1,242,61,1,4,73.77,66.67,20.59,72.00 e2i/heart-c,bayes,dtree,>50_1,243,60,1,5,80.00,81.25,21.43,81.25 e2i/heart-c,j48,dtree,>50_1,243,60,1,5,81.67,83.87,20.69,81.25 e2i/heart-c,nbk,dtree,>50_1,243,60,1,5,80.00,81.25,21.43,81.25 e2i/heart-c,oneR,dtree,>50_1,243,60,1,5,70.00,73.33,33.33,68.75 e2i/heart-c,bayes,dtree,>50_1,243,60,2,1,86.67,89.29,15.62,83.33 e2i/heart-c,j48,dtree,>50_1,243,60,2,1,75.00,75.86,25.81,73.33 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e2i/heart-c,j48,tbin,>50_1,242,61,4,4,78.69,80.00,22.22,71.43 e2i/heart-c,nbk,tbin,>50_1,242,61,4,4,81.97,84.00,19.44,75.00 e2i/heart-c,oneR,tbin,>50_1,242,61,4,4,75.41,78.26,26.32,64.29 e2i/heart-c,bayes,tbin,>50_1,243,60,4,5,85.00,76.92,8.82,86.96 e2i/heart-c,j48,tbin,>50_1,243,60,4,5,81.67,83.33,19.05,65.22 e2i/heart-c,nbk,tbin,>50_1,243,60,4,5,85.00,76.92,8.82,86.96 e2i/heart-c,oneR,tbin,>50_1,243,60,4,5,70.00,60.00,22.86,65.22 e2i/heart-c,bayes,tbin,>50_1,243,60,5,1,85.00,88.00,17.14,78.57 e2i/heart-c,j48,tbin,>50_1,243,60,5,1,81.67,81.48,18.18,78.57 e2i/heart-c,nbk,tbin,>50_1,243,60,5,1,85.00,88.00,17.14,78.57 e2i/heart-c,oneR,tbin,>50_1,243,60,5,1,73.33,70.00,23.33,75.00 e2i/heart-c,bayes,tbin,>50_1,242,61,5,2,78.69,80.00,22.58,77.42 e2i/heart-c,j48,tbin,>50_1,242,61,5,2,75.41,80.77,28.57,67.74 e2i/heart-c,nbk,tbin,>50_1,242,61,5,2,78.69,80.00,22.58,77.42 e2i/heart-c,oneR,tbin,>50_1,242,61,5,2,67.21,70.37,35.29,61.29 e2i/heart-c,bayes,tbin,>50_1,243,60,5,3,83.33,85.71,18.75,80.00 e2i/heart-c,j48,tbin,>50_1,243,60,5,3,76.67,86.36,28.95,63.33 e2i/heart-c,nbk,tbin,>50_1,243,60,5,3,83.33,85.71,18.75,80.00 e2i/heart-c,oneR,tbin,>50_1,243,60,5,3,76.67,78.57,25.00,73.33 e2i/heart-c,bayes,tbin,>50_1,242,61,5,4,90.16,90.00,9.68,90.00 e2i/heart-c,j48,tbin,>50_1,242,61,5,4,67.21,66.67,32.26,66.67 e2i/heart-c,nbk,tbin,>50_1,242,61,5,4,90.16,90.00,9.68,90.00 e2i/heart-c,oneR,tbin,>50_1,242,61,5,4,73.77,75.00,27.27,70.00 e2i/heart-c,bayes,tbin,>50_1,243,60,5,5,80.00,64.00,8.57,84.21 e2i/heart-c,j48,tbin,>50_1,243,60,5,5,76.67,60.00,11.43,78.95 e2i/heart-c,nbk,tbin,>50_1,243,60,5,5,80.00,64.00,8.57,84.21 e2i/heart-c,oneR,tbin,>50_1,243,60,5,5,73.33,56.52,16.22,68.42 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,1,1,90.00,84.62,5.88,91.67 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,1,1,73.33,64.29,18.75,75.00 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,1,1,90.00,84.62,5.88,91.67 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,1,1,76.67,69.23,17.65,75.00 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,1,2,72.13,78.57,33.33,66.67 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,1,2,72.13,83.33,35.14,60.61 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,1,2,72.13,78.57,33.33,66.67 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,1,2,68.85,73.33,35.48,66.67 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,1,3,88.33,85.71,9.38,88.89 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,1,3,85.00,82.14,12.50,85.19 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,1,3,88.33,85.71,9.38,88.89 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,1,3,75.00,70.00,20.00,77.78 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,1,4,81.97,77.78,14.71,80.77 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,1,4,78.69,74.07,17.65,76.92 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,1,4,81.97,77.78,14.71,80.77 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,1,4,70.49,63.33,22.58,73.08 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,1,5,85.00,88.00,17.14,78.57 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,1,5,75.00,76.00,25.71,67.86 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,1,5,85.00,88.00,17.14,78.57 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,1,5,76.67,73.33,20.00,78.57 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,2,1,86.67,95.24,17.95,74.07 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,2,1,78.33,81.82,23.68,66.67 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,2,1,86.67,95.24,17.95,74.07 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,2,1,75.00,71.43,21.88,74.07 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,2,2,81.97,84.38,20.69,81.82 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,2,2,83.61,87.10,20.00,81.82 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,2,2,81.97,84.38,20.69,81.82 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,2,2,70.49,72.73,32.14,72.73 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,2,3,90.00,88.89,6.25,92.31 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,2,3,86.67,90.91,15.79,76.92 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,2,3,90.00,88.89,6.25,92.31 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,2,3,80.00,71.88,10.71,88.46 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,2,4,80.33,75.86,15.62,81.48 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,2,4,77.05,76.00,22.22,70.37 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,2,4,80.33,75.86,15.62,81.48 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,2,4,73.77,72.00,25.00,66.67 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,2,5,81.67,81.82,18.42,72.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,2,5,75.00,72.73,23.68,64.00 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,2,5,81.67,81.82,18.42,72.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,2,5,70.00,65.22,27.03,60.00 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,1,83.33,84.62,17.65,78.57 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,1,76.67,76.92,23.53,71.43 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,1,83.33,84.62,17.65,78.57 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,1,75.00,84.21,29.27,57.14 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,3,2,83.61,85.19,17.65,79.31 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,3,2,77.05,75.86,21.88,75.86 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,3,2,83.61,85.19,17.65,79.31 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,3,2,68.85,69.23,31.43,62.07 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,3,78.33,77.42,20.69,80.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,3,65.00,65.52,35.48,63.33 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,3,78.33,77.42,20.69,80.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,3,73.33,73.33,26.67,73.33 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,3,4,81.97,80.00,16.67,76.92 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,3,4,81.97,89.47,21.43,65.38 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,3,4,81.97,80.00,16.67,76.92 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,3,4,78.69,72.41,15.62,80.77 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,5,91.67,88.46,5.88,92.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,5,90.00,91.30,10.81,84.00 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,5,91.67,88.46,5.88,92.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,5,75.00,67.86,18.75,76.00 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,1,81.67,89.66,23.33,78.79 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,1,80.00,83.87,24.14,78.79 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,1,81.67,89.66,23.33,78.79 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,1,71.67,76.67,33.33,69.70 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,2,83.61,80.95,15.00,73.91 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,2,75.41,66.67,18.92,69.57 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,2,83.61,80.95,15.00,73.91 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,2,72.13,61.54,20.00,69.57 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,3,81.67,79.17,16.67,76.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,3,71.67,64.29,21.88,72.00 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,3,81.67,79.17,16.67,76.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,3,76.67,73.91,21.62,68.00 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,4,85.25,80.65,10.00,89.29 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,4,73.77,71.43,24.24,71.43 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,4,85.25,80.65,10.00,89.29 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,4,73.77,70.00,22.58,75.00 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,5,88.33,88.89,12.12,85.71 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,5,86.67,91.67,16.67,78.57 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,5,88.33,88.89,12.12,85.71 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,5,75.00,69.70,18.52,82.14 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,1,83.33,92.00,22.86,74.19 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,1,76.67,79.31,25.81,74.19 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,1,83.33,92.00,22.86,74.19 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,1,75.00,78.57,28.12,70.97 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,2,88.52,87.10,10.00,90.00 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,2,85.25,86.21,15.62,83.33 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,2,88.52,87.10,10.00,90.00 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,2,77.05,76.67,22.58,76.67 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,3,83.33,85.19,18.18,79.31 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,3,76.67,75.86,22.58,75.86 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,3,83.33,85.19,18.18,79.31 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,3,70.00,67.74,27.59,72.41 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,4,80.33,75.00,15.00,71.43 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,4,80.33,80.00,19.57,57.14 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,4,80.33,75.00,15.00,71.43 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,4,73.77,60.87,18.42,66.67 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,5,83.33,78.57,12.50,84.62 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,5,75.00,68.97,19.35,76.92 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,5,83.33,78.57,12.50,84.62 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,5,78.33,72.41,16.13,80.77 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-h,bayes,cat,>50_1,235,58,1,1,86.21,87.50,14.29,70.00 e2i/heart-h,j48,cat,>50_1,235,58,1,1,86.21,83.33,12.50,75.00 e2i/heart-h,nbk,cat,>50_1,235,58,1,1,89.66,93.75,11.90,75.00 e2i/heart-h,oneR,cat,>50_1,235,58,1,1,87.93,88.24,12.20,75.00 e2i/heart-h,bayes,cat,>50_1,234,59,1,2,83.05,80.00,15.38,72.73 e2i/heart-h,j48,cat,>50_1,234,59,1,2,81.36,76.19,15.79,72.73 e2i/heart-h,nbk,cat,>50_1,234,59,1,2,83.05,83.33,17.07,68.18 e2i/heart-h,oneR,cat,>50_1,234,59,1,2,74.58,70.59,23.81,54.55 e2i/heart-h,bayes,cat,>50_1,234,59,1,3,76.27,74.07,21.88,74.07 e2i/heart-h,j48,cat,>50_1,234,59,1,3,71.19,77.78,31.71,51.85 e2i/heart-h,nbk,cat,>50_1,234,59,1,3,79.66,85.71,23.68,66.67 e2i/heart-h,oneR,cat,>50_1,234,59,1,3,72.88,76.19,28.95,59.26 e2i/heart-h,bayes,cat,>50_1,234,59,1,4,79.66,55.56,9.76,71.43 e2i/heart-h,j48,cat,>50_1,234,59,1,4,74.58,47.83,8.33,78.57 e2i/heart-h,nbk,cat,>50_1,234,59,1,4,79.66,56.25,11.63,64.29 e2i/heart-h,oneR,cat,>50_1,234,59,1,4,77.97,53.33,13.64,57.14 e2i/heart-h,bayes,cat,>50_1,235,58,1,5,94.83,91.30,2.86,95.45 e2i/heart-h,j48,cat,>50_1,235,58,1,5,72.41,63.64,22.22,63.64 e2i/heart-h,nbk,cat,>50_1,235,58,1,5,89.66,90.00,10.53,81.82 e2i/heart-h,oneR,cat,>50_1,235,58,1,5,87.93,89.47,12.82,77.27 e2i/heart-h,bayes,cat,>50_1,236,58,2,1,84.48,81.82,13.89,78.26 e2i/heart-h,j48,cat,>50_1,236,58,2,1,82.76,93.33,20.93,60.87 e2i/heart-h,nbk,cat,>50_1,236,58,2,1,91.38,90.91,8.33,86.96 e2i/heart-h,oneR,cat,>50_1,236,58,2,1,87.93,94.44,15.00,73.91 e2i/heart-h,bayes,cat,>50_1,235,59,2,2,79.66,72.73,16.22,72.73 e2i/heart-h,j48,cat,>50_1,235,59,2,2,77.97,73.68,20.00,63.64 e2i/heart-h,nbk,cat,>50_1,235,59,2,2,83.05,80.00,15.38,72.73 e2i/heart-h,oneR,cat,>50_1,235,59,2,2,76.27,70.00,20.51,63.64 e2i/heart-h,bayes,cat,>50_1,235,59,2,3,89.83,94.74,12.50,78.26 e2i/heart-h,j48,cat,>50_1,235,59,2,3,76.27,90.91,27.08,43.48 e2i/heart-h,nbk,cat,>50_1,235,59,2,3,88.14,94.44,14.63,73.91 e2i/heart-h,oneR,cat,>50_1,235,59,2,3,81.36,92.86,22.22,56.52 e2i/heart-h,bayes,cat,>50_1,235,59,2,4,84.75,80.95,13.16,77.27 e2i/heart-h,j48,cat,>50_1,235,59,2,4,76.27,70.00,20.51,63.64 e2i/heart-h,nbk,cat,>50_1,235,59,2,4,83.05,80.00,15.38,72.73 e2i/heart-h,oneR,cat,>50_1,235,59,2,4,76.27,70.00,20.51,63.64 e2i/heart-h,bayes,cat,>50_1,236,58,2,5,84.48,68.42,7.69,81.25 e2i/heart-h,j48,cat,>50_1,236,58,2,5,79.31,62.50,14.29,62.50 e2i/heart-h,nbk,cat,>50_1,236,58,2,5,81.03,66.67,13.95,62.50 e2i/heart-h,oneR,cat,>50_1,236,58,2,5,79.31,62.50,14.29,62.50 e2i/heart-h,bayes,cat,>50_1,236,58,3,1,87.93,77.78,7.50,82.35 e2i/heart-h,j48,cat,>50_1,236,58,3,1,82.76,68.42,10.26,76.47 e2i/heart-h,nbk,cat,>50_1,236,58,3,1,87.93,77.78,7.50,82.35 e2i/heart-h,oneR,cat,>50_1,236,58,3,1,82.76,68.42,10.26,76.47 e2i/heart-h,bayes,cat,>50_1,235,59,3,2,79.66,75.00,17.95,68.18 e2i/heart-h,j48,cat,>50_1,235,59,3,2,79.66,85.71,22.22,54.55 e2i/heart-h,nbk,cat,>50_1,235,59,3,2,79.66,81.25,20.93,59.09 e2i/heart-h,oneR,cat,>50_1,235,59,3,2,81.36,82.35,19.05,63.64 e2i/heart-h,bayes,cat,>50_1,235,59,3,3,83.05,78.26,13.89,78.26 e2i/heart-h,j48,cat,>50_1,235,59,3,3,81.36,80.00,17.95,69.57 e2i/heart-h,nbk,cat,>50_1,235,59,3,3,83.05,78.26,13.89,78.26 e2i/heart-h,oneR,cat,>50_1,235,59,3,3,76.27,71.43,21.05,65.22 e2i/heart-h,bayes,cat,>50_1,235,59,3,4,84.75,68.18,5.41,88.24 e2i/heart-h,j48,cat,>50_1,235,59,3,4,83.05,65.22,5.56,88.24 e2i/heart-h,nbk,cat,>50_1,235,59,3,4,89.83,82.35,7.14,82.35 e2i/heart-h,oneR,cat,>50_1,235,59,3,4,86.44,80.00,11.36,70.59 e2i/heart-h,bayes,cat,>50_1,236,58,3,5,81.03,86.36,22.22,70.37 e2i/heart-h,j48,cat,>50_1,236,58,3,5,77.59,85.00,26.32,62.96 e2i/heart-h,nbk,cat,>50_1,236,58,3,5,82.76,90.48,21.62,70.37 e2i/heart-h,oneR,cat,>50_1,236,58,3,5,75.86,84.21,28.21,59.26 e2i/heart-h,bayes,cat,>50_1,236,58,4,1,81.03,83.33,20.59,74.07 e2i/heart-h,j48,cat,>50_1,236,58,4,1,75.86,76.00,24.24,70.37 e2i/heart-h,nbk,cat,>50_1,236,58,4,1,77.59,85.00,26.32,62.96 e2i/heart-h,oneR,cat,>50_1,236,58,4,1,75.86,78.26,25.71,66.67 e2i/heart-h,bayes,cat,>50_1,235,59,4,2,83.05,68.42,10.00,76.47 e2i/heart-h,j48,cat,>50_1,235,59,4,2,77.97,59.09,10.81,76.47 e2i/heart-h,nbk,cat,>50_1,235,59,4,2,86.44,76.47,9.52,76.47 e2i/heart-h,oneR,cat,>50_1,235,59,4,2,84.75,78.57,13.33,64.71 e2i/heart-h,bayes,cat,>50_1,235,59,4,3,84.75,84.21,15.00,72.73 e2i/heart-h,j48,cat,>50_1,235,59,4,3,77.97,80.00,22.73,54.55 e2i/heart-h,nbk,cat,>50_1,235,59,4,3,86.44,88.89,14.63,72.73 e2i/heart-h,oneR,cat,>50_1,235,59,4,3,81.36,82.35,19.05,63.64 e2i/heart-h,bayes,cat,>50_1,235,59,4,4,84.75,75.00,8.57,85.71 e2i/heart-h,j48,cat,>50_1,235,59,4,4,79.66,69.57,13.89,76.19 e2i/heart-h,nbk,cat,>50_1,235,59,4,4,84.75,75.00,8.57,85.71 e2i/heart-h,oneR,cat,>50_1,235,59,4,4,72.88,63.16,22.50,57.14 e2i/heart-h,bayes,cat,>50_1,236,58,4,5,91.38,88.89,7.50,84.21 e2i/heart-h,j48,cat,>50_1,236,58,4,5,86.21,82.35,12.20,73.68 e2i/heart-h,nbk,cat,>50_1,236,58,4,5,93.10,94.12,7.32,84.21 e2i/heart-h,oneR,cat,>50_1,236,58,4,5,86.21,82.35,12.20,73.68 e2i/heart-h,bayes,cat,>50_1,236,58,5,1,75.86,54.55,11.11,75.00 e2i/heart-h,j48,cat,>50_1,236,58,5,1,72.41,50.00,11.76,75.00 e2i/heart-h,nbk,cat,>50_1,236,58,5,1,79.31,59.09,8.33,81.25 e2i/heart-h,oneR,cat,>50_1,236,58,5,1,79.31,61.11,12.50,68.75 e2i/heart-h,bayes,cat,>50_1,235,59,5,2,83.05,78.26,13.89,78.26 e2i/heart-h,j48,cat,>50_1,235,59,5,2,77.97,91.67,25.53,47.83 e2i/heart-h,nbk,cat,>50_1,235,59,5,2,81.36,83.33,19.51,65.22 e2i/heart-h,oneR,cat,>50_1,235,59,5,2,81.36,83.33,19.51,65.22 e2i/heart-h,bayes,cat,>50_1,235,59,5,3,86.44,85.19,12.50,85.19 e2i/heart-h,j48,cat,>50_1,235,59,5,3,84.75,87.50,17.14,77.78 e2i/heart-h,nbk,cat,>50_1,235,59,5,3,84.75,90.91,18.92,74.07 e2i/heart-h,oneR,cat,>50_1,235,59,5,3,81.36,86.36,21.62,70.37 e2i/heart-h,bayes,cat,>50_1,235,59,5,4,88.14,89.47,12.50,77.27 e2i/heart-h,j48,cat,>50_1,235,59,5,4,76.27,83.33,25.53,45.45 e2i/heart-h,nbk,cat,>50_1,235,59,5,4,89.83,90.00,10.26,81.82 e2i/heart-h,oneR,cat,>50_1,235,59,5,4,83.05,87.50,18.60,63.64 e2i/heart-h,bayes,cat,>50_1,236,58,5,5,86.21,85.71,13.64,66.67 e2i/heart-h,j48,cat,>50_1,236,58,5,5,82.76,75.00,14.29,66.67 e2i/heart-h,nbk,cat,>50_1,236,58,5,5,87.93,92.31,13.33,66.67 e2i/heart-h,oneR,cat,>50_1,236,58,5,5,84.48,76.47,12.20,72.22 e2i/heart-h,bayes,dtree,>50_1,236,58,1,1,84.48,83.33,14.71,80.00 e2i/heart-h,j48,dtree,>50_1,236,58,1,1,79.31,76.00,18.18,76.00 e2i/heart-h,nbk,dtree,>50_1,236,58,1,1,84.48,83.33,14.71,80.00 e2i/heart-h,oneR,dtree,>50_1,236,58,1,1,77.59,75.00,20.59,72.00 e2i/heart-h,bayes,dtree,>50_1,235,59,1,2,89.83,88.89,9.76,80.00 e2i/heart-h,j48,dtree,>50_1,235,59,1,2,84.75,86.67,15.91,65.00 e2i/heart-h,nbk,dtree,>50_1,235,59,1,2,89.83,88.89,9.76,80.00 e2i/heart-h,oneR,dtree,>50_1,235,59,1,2,86.44,80.00,10.26,80.00 e2i/heart-h,bayes,dtree,>50_1,235,59,1,3,77.97,77.78,21.95,60.87 e2i/heart-h,j48,dtree,>50_1,235,59,1,3,77.97,81.25,23.26,56.52 e2i/heart-h,nbk,dtree,>50_1,235,59,1,3,77.97,77.78,21.95,60.87 e2i/heart-h,oneR,dtree,>50_1,235,59,1,3,77.97,81.25,23.26,56.52 e2i/heart-h,bayes,dtree,>50_1,235,59,1,4,81.36,68.18,10.81,78.95 e2i/heart-h,j48,dtree,>50_1,235,59,1,4,72.88,58.82,21.43,52.63 e2i/heart-h,nbk,dtree,>50_1,235,59,1,4,81.36,68.18,10.81,78.95 e2i/heart-h,oneR,dtree,>50_1,235,59,1,4,74.58,61.11,19.51,57.89 e2i/heart-h,bayes,dtree,>50_1,236,58,1,5,86.21,82.35,12.20,73.68 e2i/heart-h,j48,dtree,>50_1,236,58,1,5,81.03,75.00,16.67,63.16 e2i/heart-h,nbk,dtree,>50_1,236,58,1,5,86.21,82.35,12.20,73.68 e2i/heart-h,oneR,dtree,>50_1,236,58,1,5,81.03,75.00,16.67,63.16 e2i/heart-h,bayes,dtree,>50_1,236,58,2,1,74.14,65.22,20.00,68.18 e2i/heart-h,j48,dtree,>50_1,236,58,2,1,74.14,64.00,18.18,72.73 e2i/heart-h,nbk,dtree,>50_1,236,58,2,1,74.14,65.22,20.00,68.18 e2i/heart-h,oneR,dtree,>50_1,236,58,2,1,72.41,63.64,22.22,63.64 e2i/heart-h,bayes,dtree,>50_1,235,59,2,2,88.14,94.12,14.29,72.73 e2i/heart-h,j48,dtree,>50_1,235,59,2,2,84.75,88.24,16.67,68.18 e2i/heart-h,nbk,dtree,>50_1,235,59,2,2,88.14,94.12,14.29,72.73 e2i/heart-h,oneR,dtree,>50_1,235,59,2,2,88.14,94.12,14.29,72.73 e2i/heart-h,bayes,dtree,>50_1,235,59,2,3,88.14,78.95,7.50,83.33 e2i/heart-h,j48,dtree,>50_1,235,59,2,3,84.75,76.47,11.90,72.22 e2i/heart-h,nbk,dtree,>50_1,235,59,2,3,88.14,78.95,7.50,83.33 e2i/heart-h,oneR,dtree,>50_1,235,59,2,3,84.75,76.47,11.90,72.22 e2i/heart-h,bayes,dtree,>50_1,235,59,2,4,79.66,87.50,23.26,58.33 e2i/heart-h,j48,dtree,>50_1,235,59,2,4,76.27,77.78,24.39,58.33 e2i/heart-h,nbk,dtree,>50_1,235,59,2,4,79.66,87.50,23.26,58.33 e2i/heart-h,oneR,dtree,>50_1,235,59,2,4,76.27,77.78,24.39,58.33 e2i/heart-h,bayes,dtree,>50_1,236,58,2,5,84.48,70.83,5.88,89.47 e2i/heart-h,j48,dtree,>50_1,236,58,2,5,82.76,73.68,12.82,73.68 e2i/heart-h,nbk,dtree,>50_1,236,58,2,5,84.48,70.83,5.88,89.47 e2i/heart-h,oneR,dtree,>50_1,236,58,2,5,82.76,73.68,12.82,73.68 e2i/heart-h,bayes,dtree,>50_1,236,58,3,1,79.31,65.22,11.43,78.95 e2i/heart-h,j48,dtree,>50_1,236,58,3,1,82.76,76.47,14.63,68.42 e2i/heart-h,nbk,dtree,>50_1,236,58,3,1,79.31,65.22,11.43,78.95 e2i/heart-h,oneR,dtree,>50_1,236,58,3,1,79.31,68.42,15.38,68.42 e2i/heart-h,bayes,dtree,>50_1,235,59,3,2,83.05,64.71,9.52,73.33 e2i/heart-h,j48,dtree,>50_1,235,59,3,2,77.97,56.25,13.95,60.00 e2i/heart-h,nbk,dtree,>50_1,235,59,3,2,83.05,64.71,9.52,73.33 e2i/heart-h,oneR,dtree,>50_1,235,59,3,2,77.97,56.25,13.95,60.00 e2i/heart-h,bayes,dtree,>50_1,235,59,3,3,76.27,70.59,21.43,57.14 e2i/heart-h,j48,dtree,>50_1,235,59,3,3,76.27,70.59,21.43,57.14 e2i/heart-h,nbk,dtree,>50_1,235,59,3,3,76.27,70.59,21.43,57.14 e2i/heart-h,oneR,dtree,>50_1,235,59,3,3,76.27,73.33,22.73,52.38 e2i/heart-h,bayes,dtree,>50_1,235,59,3,4,84.75,95.45,21.62,72.41 e2i/heart-h,j48,dtree,>50_1,235,59,3,4,81.36,87.50,22.86,72.41 e2i/heart-h,nbk,dtree,>50_1,235,59,3,4,84.75,95.45,21.62,72.41 e2i/heart-h,oneR,dtree,>50_1,235,59,3,4,79.66,90.48,26.32,65.52 e2i/heart-h,bayes,dtree,>50_1,236,58,3,5,93.10,90.91,5.56,90.91 e2i/heart-h,j48,dtree,>50_1,236,58,3,5,89.66,94.44,12.50,77.27 e2i/heart-h,nbk,dtree,>50_1,236,58,3,5,93.10,90.91,5.56,90.91 e2i/heart-h,oneR,dtree,>50_1,236,58,3,5,89.66,90.00,10.53,81.82 e2i/heart-h,bayes,dtree,>50_1,236,58,4,1,84.48,77.78,12.50,73.68 e2i/heart-h,j48,dtree,>50_1,236,58,4,1,81.03,72.22,15.00,68.42 e2i/heart-h,nbk,dtree,>50_1,236,58,4,1,84.48,77.78,12.50,73.68 e2i/heart-h,oneR,dtree,>50_1,236,58,4,1,84.48,81.25,14.29,68.42 e2i/heart-h,bayes,dtree,>50_1,235,59,4,2,83.05,78.95,15.00,71.43 e2i/heart-h,j48,dtree,>50_1,235,59,4,2,84.75,87.50,16.28,66.67 e2i/heart-h,nbk,dtree,>50_1,235,59,4,2,83.05,78.95,15.00,71.43 e2i/heart-h,oneR,dtree,>50_1,235,59,4,2,81.36,81.25,18.60,61.90 e2i/heart-h,bayes,dtree,>50_1,235,59,4,3,83.05,82.61,16.67,76.00 e2i/heart-h,j48,dtree,>50_1,235,59,4,3,74.58,77.78,26.83,56.00 e2i/heart-h,nbk,dtree,>50_1,235,59,4,3,83.05,82.61,16.67,76.00 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e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,2,1,89.66,92.31,12.50,85.71 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,2,1,81.03,90.48,24.32,67.86 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,2,2,86.44,72.22,7.32,81.25 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,2,2,79.66,60.00,10.26,75.00 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,2,2,86.44,72.22,7.32,81.25 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,2,2,86.44,75.00,9.30,75.00 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,2,3,83.05,76.47,14.29,68.42 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,2,3,79.66,68.42,15.00,68.42 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,2,3,83.05,76.47,14.29,68.42 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,2,3,81.36,75.00,16.28,63.16 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,2,4,77.97,84.62,23.91,50.00 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,2,4,77.97,80.00,22.73,54.55 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,2,4,77.97,84.62,23.91,50.00 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,2,4,76.27,78.57,24.44,50.00 e2i/heart-h,bayes,fayyadIrani,>50_1,236,58,2,5,87.93,80.95,8.11,85.00 e2i/heart-h,j48,fayyadIrani,>50_1,236,58,2,5,82.76,67.86,3.33,95.00 e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,2,5,87.93,80.95,8.11,85.00 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,2,5,79.31,68.18,13.89,75.00 e2i/heart-h,bayes,fayyadIrani,>50_1,236,58,3,1,89.66,86.67,9.30,76.47 e2i/heart-h,j48,fayyadIrani,>50_1,236,58,3,1,81.03,75.00,17.39,52.94 e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,3,1,89.66,86.67,9.30,76.47 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,3,1,84.48,83.33,15.22,58.82 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,3,2,83.05,81.48,15.62,81.48 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,3,2,77.97,79.17,22.86,70.37 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,3,2,83.05,81.48,15.62,81.48 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,3,2,77.97,79.17,22.86,70.37 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,3,3,81.36,83.33,19.51,65.22 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,3,3,77.97,75.00,20.51,65.22 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,3,3,81.36,83.33,19.51,65.22 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,3,3,76.27,73.68,22.50,60.87 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,3,4,79.66,77.27,18.92,70.83 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,3,4,81.36,78.26,16.67,75.00 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,3,4,79.66,77.27,18.92,70.83 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,3,4,77.97,73.91,19.44,70.83 e2i/heart-h,bayes,fayyadIrani,>50_1,236,58,3,5,87.93,78.57,9.09,73.33 e2i/heart-h,j48,fayyadIrani,>50_1,236,58,3,5,87.93,78.57,9.09,73.33 e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,3,5,87.93,78.57,9.09,73.33 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,3,5,87.93,78.57,9.09,73.33 e2i/heart-h,bayes,fayyadIrani,>50_1,236,58,4,1,79.31,83.33,21.74,50.00 e2i/heart-h,j48,fayyadIrani,>50_1,236,58,4,1,75.86,75.00,23.91,45.00 e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,4,1,79.31,83.33,21.74,50.00 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,4,1,75.86,75.00,23.91,45.00 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,4,2,86.44,84.00,11.76,84.00 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,4,2,79.66,72.41,13.33,84.00 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,4,2,86.44,84.00,11.76,84.00 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,4,2,81.36,81.82,18.92,72.00 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,4,3,79.66,62.50,13.95,62.50 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,4,3,76.27,55.00,12.82,68.75 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,4,3,79.66,62.50,13.95,62.50 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,4,3,79.66,62.50,13.95,62.50 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,4,4,91.53,90.48,7.89,86.36 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,4,4,88.14,85.71,10.53,81.82 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,4,4,91.53,90.48,7.89,86.36 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,4,4,84.75,84.21,15.00,72.73 e2i/heart-h,bayes,fayyadIrani,>50_1,236,58,4,5,84.48,81.82,13.89,78.26 e2i/heart-h,j48,fayyadIrani,>50_1,236,58,4,5,81.03,80.00,18.42,69.57 e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,4,5,84.48,81.82,13.89,78.26 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,4,5,82.76,80.95,16.22,73.91 e2i/heart-h,bayes,fayyadIrani,>50_1,236,58,5,1,89.66,85.71,8.11,85.71 e2i/heart-h,j48,fayyadIrani,>50_1,236,58,5,1,81.03,85.71,20.45,57.14 e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,5,1,89.66,85.71,8.11,85.71 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,5,1,89.66,85.71,8.11,85.71 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,5,2,71.19,52.63,20.00,55.56 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,5,2,72.88,54.55,16.22,66.67 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,5,2,71.19,52.63,20.00,55.56 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,5,2,74.58,58.82,19.05,55.56 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,5,3,83.05,78.95,15.00,71.43 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,5,3,83.05,82.35,16.67,66.67 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,5,3,83.05,78.95,15.00,71.43 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,5,3,79.66,76.47,19.05,61.90 e2i/heart-h,bayes,fayyadIrani,>50_1,235,59,5,4,88.14,100.00,16.28,69.57 e2i/heart-h,j48,fayyadIrani,>50_1,235,59,5,4,84.75,88.89,17.07,69.57 e2i/heart-h,nbk,fayyadIrani,>50_1,235,59,5,4,88.14,100.00,16.28,69.57 e2i/heart-h,oneR,fayyadIrani,>50_1,235,59,5,4,84.75,88.89,17.07,69.57 e2i/heart-h,bayes,fayyadIrani,>50_1,236,58,5,5,89.66,94.74,12.82,78.26 e2i/heart-h,j48,fayyadIrani,>50_1,236,58,5,5,81.03,87.50,21.43,60.87 e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,5,5,89.66,94.74,12.82,78.26 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,5,5,82.76,88.24,19.51,65.22 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision c2d/credit-a,bayes,cat,-,553,137,1,1,80.29,78.95,16.67,91.46 c2d/credit-a,j48,cat,-,553,137,1,1,82.48,89.19,25.40,80.49 c2d/credit-a,nbk,cat,-,553,137,1,1,83.94,81.25,9.76,95.12 c2d/credit-a,oneR,cat,-,553,137,1,1,82.48,92.65,27.54,76.83 c2d/credit-a,bayes,cat,-,552,138,1,2,79.71,76.60,13.64,92.31 c2d/credit-a,j48,cat,-,552,138,1,2,87.68,89.61,14.75,88.46 c2d/credit-a,nbk,cat,-,552,138,1,2,84.78,80.00,4.65,97.44 c2d/credit-a,oneR,cat,-,552,138,1,2,86.96,94.12,20.00,82.05 c2d/credit-a,bayes,cat,-,552,138,1,3,76.81,70.00,10.42,92.65 c2d/credit-a,j48,cat,-,552,138,1,3,88.41,83.33,5.00,95.59 c2d/credit-a,nbk,cat,-,552,138,1,3,77.54,68.69,0.00,100.00 c2d/credit-a,oneR,cat,-,552,138,1,3,89.13,94.92,15.19,82.35 c2d/credit-a,bayes,cat,-,552,138,1,4,76.09,72.73,15.38,92.31 c2d/credit-a,j48,cat,-,552,138,1,4,86.23,86.42,14.04,89.74 c2d/credit-a,nbk,cat,-,552,138,1,4,80.43,74.76,2.86,98.72 c2d/credit-a,oneR,cat,-,552,138,1,4,87.68,92.96,17.91,84.62 c2d/credit-a,bayes,cat,-,552,138,1,5,73.91,72.22,22.92,85.53 c2d/credit-a,j48,cat,-,552,138,1,5,78.26,81.94,25.76,77.63 c2d/credit-a,nbk,cat,-,552,138,1,5,76.09,73.12,17.78,89.47 c2d/credit-a,oneR,cat,-,552,138,1,5,81.16,90.32,26.32,73.68 c2d/credit-a,bayes,cat,-,553,137,2,1,82.48,80.00,12.77,92.31 c2d/credit-a,j48,cat,-,553,137,2,1,89.05,90.91,13.33,89.74 c2d/credit-a,nbk,cat,-,553,137,2,1,86.13,81.72,4.55,97.44 c2d/credit-a,oneR,cat,-,553,137,2,1,86.86,95.45,21.13,80.77 c2d/credit-a,bayes,cat,-,552,138,2,2,80.43,72.94,7.55,93.94 c2d/credit-a,j48,cat,-,552,138,2,2,89.13,88.06,9.86,89.39 c2d/credit-a,nbk,cat,-,552,138,2,2,81.88,73.03,2.04,98.48 c2d/credit-a,oneR,cat,-,552,138,2,2,89.13,94.74,14.81,81.82 c2d/credit-a,bayes,cat,-,552,138,2,3,76.81,70.30,5.41,97.26 c2d/credit-a,j48,cat,-,552,138,2,3,86.96,87.67,13.85,87.67 c2d/credit-a,nbk,cat,-,552,138,2,3,79.71,72.73,2.56,98.63 c2d/credit-a,oneR,cat,-,552,138,2,3,89.13,93.94,15.28,84.93 c2d/credit-a,bayes,cat,-,552,138,2,4,73.19,71.30,20.00,92.77 c2d/credit-a,j48,cat,-,552,138,2,4,82.61,83.91,19.61,87.95 c2d/credit-a,nbk,cat,-,552,138,2,4,76.81,73.83,12.90,95.18 c2d/credit-a,oneR,cat,-,552,138,2,4,77.54,90.62,33.78,69.88 c2d/credit-a,bayes,cat,-,552,138,2,5,76.81,77.17,23.91,86.59 c2d/credit-a,j48,cat,-,552,138,2,5,81.88,82.02,18.37,89.02 c2d/credit-a,nbk,cat,-,552,138,2,5,78.99,76.77,15.38,92.68 c2d/credit-a,oneR,cat,-,552,138,2,5,84.78,90.67,22.22,82.93 c2d/credit-a,bayes,cat,-,553,137,3,1,75.18,71.28,16.28,90.54 c2d/credit-a,j48,cat,-,553,137,3,1,91.24,89.74,6.78,94.59 c2d/credit-a,nbk,cat,-,553,137,3,1,81.02,74.49,2.56,98.65 c2d/credit-a,oneR,cat,-,553,137,3,1,90.51,95.52,14.29,86.49 c2d/credit-a,bayes,cat,-,552,138,3,2,82.61,81.00,13.16,94.19 c2d/credit-a,j48,cat,-,552,138,3,2,86.23,90.36,20.00,87.21 c2d/credit-a,nbk,cat,-,552,138,3,2,85.51,83.00,7.89,96.51 c2d/credit-a,oneR,cat,-,552,138,3,2,81.16,96.88,32.43,72.09 c2d/credit-a,bayes,cat,-,552,138,3,3,73.91,67.02,11.36,92.65 c2d/credit-a,j48,cat,-,552,138,3,3,86.23,86.57,14.08,85.29 c2d/credit-a,nbk,cat,-,552,138,3,3,77.54,68.69,0.00,100.00 c2d/credit-a,oneR,cat,-,552,138,3,3,84.78,91.23,19.75,76.47 c2d/credit-a,bayes,cat,-,552,138,3,4,77.54,75.27,17.78,89.74 c2d/credit-a,j48,cat,-,552,138,3,4,84.78,85.19,15.79,88.46 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c2d/credit-a,nbk,tbin,-,551,137,4,1,86.86,90.24,18.18,88.10 c2d/credit-a,oneR,tbin,-,551,137,4,1,86.13,94.52,23.44,82.14 c2d/credit-a,bayes,tbin,-,550,138,4,2,80.43,76.32,14.52,86.57 c2d/credit-a,j48,tbin,-,550,138,4,2,81.88,86.21,21.25,74.63 c2d/credit-a,nbk,tbin,-,550,138,4,2,80.43,76.32,14.52,86.57 c2d/credit-a,oneR,tbin,-,550,138,4,2,81.88,88.89,22.62,71.64 c2d/credit-a,bayes,tbin,-,550,138,4,3,84.78,86.42,17.54,87.50 c2d/credit-a,j48,tbin,-,550,138,4,3,86.96,89.74,16.67,87.50 c2d/credit-a,nbk,tbin,-,550,138,4,3,84.78,86.42,17.54,87.50 c2d/credit-a,oneR,tbin,-,550,138,4,3,86.96,93.06,19.70,83.75 c2d/credit-a,bayes,tbin,-,550,138,4,4,84.06,87.34,20.34,85.19 c2d/credit-a,j48,tbin,-,550,138,4,4,84.06,92.75,24.64,79.01 c2d/credit-a,nbk,tbin,-,550,138,4,4,84.06,87.34,20.34,85.19 c2d/credit-a,oneR,tbin,-,550,138,4,4,84.06,92.75,24.64,79.01 c2d/credit-a,bayes,tbin,-,551,137,4,5,86.86,83.33,8.47,92.86 c2d/credit-a,j48,tbin,-,551,137,4,5,86.13,90.48,17.57,81.43 c2d/credit-a,nbk,tbin,-,551,137,4,5,86.86,83.33,8.47,92.86 c2d/credit-a,oneR,tbin,-,551,137,4,5,89.05,95.08,15.79,82.86 c2d/credit-a,bayes,tbin,-,553,137,5,1,81.02,83.12,21.67,83.12 c2d/credit-a,j48,tbin,-,553,137,5,1,81.02,84.93,23.44,80.52 c2d/credit-a,nbk,tbin,-,553,137,5,1,81.02,83.12,21.67,83.12 c2d/credit-a,oneR,tbin,-,553,137,5,1,81.75,94.83,27.85,71.43 c2d/credit-a,bayes,tbin,-,552,138,5,2,84.06,87.18,20.00,85.00 c2d/credit-a,j48,tbin,-,552,138,5,2,84.78,94.03,23.94,78.75 c2d/credit-a,nbk,tbin,-,552,138,5,2,84.06,87.18,20.00,85.00 c2d/credit-a,oneR,tbin,-,552,138,5,2,84.78,94.03,23.94,78.75 c2d/credit-a,bayes,tbin,-,552,138,5,3,85.51,81.71,8.93,93.06 c2d/credit-a,j48,tbin,-,552,138,5,3,86.96,82.93,7.14,94.44 c2d/credit-a,nbk,tbin,-,552,138,5,3,85.51,81.71,8.93,93.06 c2d/credit-a,oneR,tbin,-,552,138,5,3,87.68,87.67,12.31,88.89 c2d/credit-a,bayes,tbin,-,552,138,5,4,87.68,87.18,11.67,90.67 c2d/credit-a,j48,tbin,-,552,138,5,4,88.41,91.55,14.93,86.67 c2d/credit-a,nbk,tbin,-,552,138,5,4,87.68,87.18,11.67,90.67 c2d/credit-a,oneR,tbin,-,552,138,5,4,90.58,95.59,14.29,86.67 c2d/credit-a,bayes,tbin,-,552,138,5,5,85.51,87.18,16.67,87.18 c2d/credit-a,j48,tbin,-,552,138,5,5,82.61,89.71,24.29,78.21 c2d/credit-a,nbk,tbin,-,552,138,5,5,85.51,87.18,16.67,87.18 c2d/credit-a,oneR,tbin,-,552,138,5,5,82.61,93.55,26.32,74.36 c2d/credit-a,bayes,fayyadIrani,-,553,137,1,1,86.86,89.33,16.13,87.01 c2d/credit-a,j48,fayyadIrani,-,553,137,1,1,89.05,90.79,13.11,89.61 c2d/credit-a,nbk,fayyadIrani,-,553,137,1,1,86.86,89.33,16.13,87.01 c2d/credit-a,oneR,fayyadIrani,-,553,137,1,1,89.05,96.97,18.31,83.12 c2d/credit-a,bayes,fayyadIrani,-,552,138,1,2,81.16,79.12,14.89,91.14 c2d/credit-a,j48,fayyadIrani,-,552,138,1,2,84.06,84.34,16.36,88.61 c2d/credit-a,nbk,fayyadIrani,-,552,138,1,2,81.16,79.12,14.89,91.14 c2d/credit-a,oneR,fayyadIrani,-,552,138,1,2,84.06,90.14,22.39,81.01 c2d/credit-a,bayes,fayyadIrani,-,552,138,1,3,89.13,88.24,9.43,93.75 c2d/credit-a,j48,fayyadIrani,-,552,138,1,3,86.96,87.80,14.29,90.00 c2d/credit-a,nbk,fayyadIrani,-,552,138,1,3,89.13,88.24,9.43,93.75 c2d/credit-a,oneR,fayyadIrani,-,552,138,1,3,86.23,96.92,23.29,78.75 c2d/credit-a,bayes,fayyadIrani,-,552,138,1,4,87.68,83.33,4.17,97.40 c2d/credit-a,j48,fayyadIrani,-,552,138,1,4,84.78,81.82,10.00,93.51 c2d/credit-a,nbk,fayyadIrani,-,552,138,1,4,87.68,83.33,4.17,97.40 c2d/credit-a,oneR,fayyadIrani,-,552,138,1,4,83.33,89.71,22.86,79.22 c2d/credit-a,bayes,fayyadIrani,-,552,138,1,5,85.51,84.72,13.64,87.14 c2d/credit-a,j48,fayyadIrani,-,552,138,1,5,83.33,82.19,15.38,85.71 c2d/credit-a,nbk,fayyadIrani,-,552,138,1,5,85.51,84.72,13.64,87.14 c2d/credit-a,oneR,fayyadIrani,-,552,138,1,5,84.78,91.53,20.25,77.14 c2d/credit-a,bayes,fayyadIrani,-,553,137,2,1,83.21,78.05,9.09,92.75 c2d/credit-a,j48,fayyadIrani,-,553,137,2,1,86.13,82.89,9.84,91.30 c2d/credit-a,nbk,fayyadIrani,-,553,137,2,1,83.21,78.05,9.09,92.75 c2d/credit-a,oneR,fayyadIrani,-,553,137,2,1,87.59,90.62,15.07,84.06 c2d/credit-a,bayes,fayyadIrani,-,552,138,2,2,87.68,85.54,9.09,93.42 c2d/credit-a,j48,fayyadIrani,-,552,138,2,2,88.41,86.59,8.93,93.42 c2d/credit-a,nbk,fayyadIrani,-,552,138,2,2,87.68,85.54,9.09,93.42 c2d/credit-a,oneR,fayyadIrani,-,552,138,2,2,89.86,96.97,16.67,84.21 c2d/credit-a,bayes,fayyadIrani,-,552,138,2,3,86.23,88.89,17.54,87.80 c2d/credit-a,j48,fayyadIrani,-,552,138,2,3,88.41,92.31,16.67,87.80 c2d/credit-a,nbk,fayyadIrani,-,552,138,2,3,86.23,88.89,17.54,87.80 c2d/credit-a,oneR,fayyadIrani,-,552,138,2,3,85.51,93.06,22.73,81.71 c2d/credit-a,bayes,fayyadIrani,-,552,138,2,4,87.68,90.00,15.52,88.89 c2d/credit-a,j48,fayyadIrani,-,552,138,2,4,89.13,90.24,12.50,91.36 c2d/credit-a,nbk,fayyadIrani,-,552,138,2,4,87.68,90.00,15.52,88.89 c2d/credit-a,oneR,fayyadIrani,-,552,138,2,4,85.51,96.92,24.66,77.78 c2d/credit-a,bayes,fayyadIrani,-,552,138,2,5,86.23,82.56,7.69,94.67 c2d/credit-a,j48,fayyadIrani,-,552,138,2,5,84.06,83.54,15.25,88.00 c2d/credit-a,nbk,fayyadIrani,-,552,138,2,5,86.23,82.56,7.69,94.67 c2d/credit-a,oneR,fayyadIrani,-,552,138,2,5,79.71,88.52,27.27,72.00 c2d/credit-a,bayes,fayyadIrani,-,553,137,3,1,85.40,84.81,13.79,89.33 c2d/credit-a,j48,fayyadIrani,-,553,137,3,1,83.21,86.11,20.00,82.67 c2d/credit-a,nbk,fayyadIrani,-,553,137,3,1,85.40,84.81,13.79,89.33 c2d/credit-a,oneR,fayyadIrani,-,553,137,3,1,78.83,87.10,28.00,72.00 c2d/credit-a,bayes,fayyadIrani,-,552,138,3,2,91.30,88.75,5.17,95.95 c2d/credit-a,j48,fayyadIrani,-,552,138,3,2,91.30,88.75,5.17,95.95 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,2,91.30,88.75,5.17,95.95 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,2,88.41,96.77,18.42,81.08 c2d/credit-a,bayes,fayyadIrani,-,552,138,3,3,86.96,83.75,8.62,93.06 c2d/credit-a,j48,fayyadIrani,-,552,138,3,3,86.23,84.42,11.48,90.28 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,3,86.96,83.75,8.62,93.06 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,3,86.96,90.91,16.67,83.33 c2d/credit-a,bayes,fayyadIrani,-,552,138,3,4,84.78,85.23,16.00,90.36 c2d/credit-a,j48,fayyadIrani,-,552,138,3,4,86.96,89.16,16.36,89.16 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,4,84.78,85.23,16.00,90.36 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,4,86.23,93.24,21.88,83.13 c2d/credit-a,bayes,fayyadIrani,-,552,138,3,5,81.16,80.23,17.31,88.46 c2d/credit-a,j48,fayyadIrani,-,552,138,3,5,83.33,83.95,17.54,87.18 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,5,81.16,80.23,17.31,88.46 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,5,86.96,96.88,21.62,79.49 c2d/credit-a,bayes,fayyadIrani,-,553,137,4,1,86.13,84.88,11.76,92.41 c2d/credit-a,j48,fayyadIrani,-,553,137,4,1,87.59,86.90,11.32,92.41 c2d/credit-a,nbk,fayyadIrani,-,553,137,4,1,86.13,84.88,11.76,92.41 c2d/credit-a,oneR,fayyadIrani,-,553,137,4,1,88.32,95.65,19.12,83.54 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,2,84.06,79.55,8.00,94.59 c2d/credit-a,j48,fayyadIrani,-,552,138,4,2,84.78,81.18,9.43,93.24 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,2,84.06,79.55,8.00,94.59 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,2,86.23,88.73,16.42,85.14 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,3,82.61,81.08,15.62,85.71 c2d/credit-a,j48,fayyadIrani,-,552,138,4,3,85.51,85.71,14.71,85.71 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,3,82.61,81.08,15.62,85.71 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,3,81.16,90.74,25.00,70.00 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,4,86.96,90.59,18.87,88.51 c2d/credit-a,j48,fayyadIrani,-,552,138,4,4,86.23,92.50,22.41,85.06 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,4,86.96,90.59,18.87,88.51 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,4,84.78,94.59,26.56,80.46 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,5,90.58,90.41,9.23,91.67 c2d/credit-a,j48,fayyadIrani,-,552,138,4,5,90.58,90.41,9.23,91.67 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,5,90.58,90.41,9.23,91.67 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,5,86.96,95.00,19.23,79.17 c2d/credit-a,bayes,fayyadIrani,-,553,137,5,1,88.32,90.24,14.55,90.24 c2d/credit-a,j48,fayyadIrani,-,553,137,5,1,89.78,92.50,14.04,90.24 c2d/credit-a,nbk,fayyadIrani,-,553,137,5,1,88.32,90.24,14.55,90.24 c2d/credit-a,oneR,fayyadIrani,-,553,137,5,1,83.21,100.00,29.49,71.95 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,2,85.51,83.95,12.28,90.67 c2d/credit-a,j48,fayyadIrani,-,552,138,5,2,86.96,86.08,11.86,90.67 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,2,85.51,83.95,12.28,90.67 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,2,86.96,91.30,17.39,84.00 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,3,86.96,83.33,7.41,94.59 c2d/credit-a,j48,fayyadIrani,-,552,138,5,3,88.41,86.25,8.62,93.24 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,3,86.96,83.33,7.41,94.59 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,3,88.41,92.65,15.71,85.14 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,4,84.78,83.75,13.79,89.33 c2d/credit-a,j48,fayyadIrani,-,552,138,5,4,84.06,84.42,16.39,86.67 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,4,84.78,83.75,13.79,89.33 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,4,84.06,92.06,22.67,77.33 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,5,81.88,80.72,16.36,88.16 c2d/credit-a,j48,fayyadIrani,-,552,138,5,5,84.78,83.13,12.73,90.79 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,5,81.88,80.72,16.36,88.16 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,5,84.78,89.86,20.29,81.58 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision c2d/diabetes,bayes,cat,tested_positive,614,153,1,1,73.20,65.38,22.77,59.65 c2d/diabetes,j48,cat,tested_positive,614,153,1,1,74.51,71.43,24.32,52.63 c2d/diabetes,nbk,cat,tested_positive,614,153,1,1,73.86,68.09,23.58,56.14 c2d/diabetes,oneR,cat,tested_positive,614,153,1,1,73.86,75.76,26.67,43.86 c2d/diabetes,bayes,cat,tested_positive,613,154,1,2,78.57,69.05,17.86,59.18 c2d/diabetes,j48,cat,tested_positive,613,154,1,2,75.32,60.00,16.16,67.35 c2d/diabetes,nbk,cat,tested_positive,613,154,1,2,78.57,70.00,18.42,57.14 c2d/diabetes,oneR,cat,tested_positive,613,154,1,2,72.08,57.50,22.81,46.94 c2d/diabetes,bayes,cat,tested_positive,614,153,1,3,69.93,63.83,27.36,50.85 c2d/diabetes,j48,cat,tested_positive,614,153,1,3,69.93,63.83,27.36,50.85 c2d/diabetes,nbk,cat,tested_positive,614,153,1,3,73.20,73.68,26.96,47.46 c2d/diabetes,oneR,cat,tested_positive,614,153,1,3,67.32,60.00,29.63,45.76 c2d/diabetes,bayes,cat,tested_positive,613,154,1,4,76.62,65.96,18.69,60.78 c2d/diabetes,j48,cat,tested_positive,613,154,1,4,73.38,60.42,20.75,56.86 c2d/diabetes,nbk,cat,tested_positive,613,154,1,4,75.97,66.67,20.54,54.90 c2d/diabetes,oneR,cat,tested_positive,613,154,1,4,72.73,62.86,24.37,43.14 c2d/diabetes,bayes,cat,tested_positive,614,153,1,5,75.82,66.67,20.37,57.69 c2d/diabetes,j48,cat,tested_positive,614,153,1,5,80.39,75.00,17.43,63.46 c2d/diabetes,nbk,cat,tested_positive,614,153,1,5,73.86,62.50,20.95,57.69 c2d/diabetes,oneR,cat,tested_positive,614,153,1,5,77.78,71.43,19.82,57.69 c2d/diabetes,bayes,cat,tested_positive,615,153,2,1,77.12,63.04,16.82,61.70 c2d/diabetes,j48,cat,tested_positive,615,153,2,1,77.12,64.29,18.02,57.45 c2d/diabetes,nbk,cat,tested_positive,615,153,2,1,80.39,74.29,17.80,55.32 c2d/diabetes,oneR,cat,tested_positive,615,153,2,1,79.08,77.78,20.63,44.68 c2d/diabetes,bayes,cat,tested_positive,614,154,2,2,69.48,60.78,26.21,53.45 c2d/diabetes,j48,cat,tested_positive,614,154,2,2,74.03,68.00,23.08,58.62 c2d/diabetes,nbk,cat,tested_positive,614,154,2,2,74.03,71.43,25.00,51.72 c2d/diabetes,oneR,cat,tested_positive,614,154,2,2,69.48,62.22,27.52,48.28 c2d/diabetes,bayes,cat,tested_positive,615,153,2,3,72.55,64.41,22.34,64.41 c2d/diabetes,j48,cat,tested_positive,615,153,2,3,73.86,64.18,18.60,72.88 c2d/diabetes,nbk,cat,tested_positive,615,153,2,3,69.93,61.82,25.51,57.63 c2d/diabetes,oneR,cat,tested_positive,615,153,2,3,66.01,57.78,30.56,44.07 c2d/diabetes,bayes,cat,tested_positive,614,154,2,4,75.97,66.67,19.81,60.38 c2d/diabetes,j48,cat,tested_positive,614,154,2,4,72.73,64.10,24.35,47.17 c2d/diabetes,nbk,cat,tested_positive,614,154,2,4,75.97,68.18,20.91,56.60 c2d/diabetes,oneR,cat,tested_positive,614,154,2,4,68.83,55.56,25.69,47.17 c2d/diabetes,bayes,cat,tested_positive,615,153,2,5,73.86,60.87,20.56,56.00 c2d/diabetes,j48,cat,tested_positive,615,153,2,5,72.55,56.90,17.89,66.00 c2d/diabetes,nbk,cat,tested_positive,615,153,2,5,77.12,70.27,20.69,52.00 c2d/diabetes,oneR,cat,tested_positive,615,153,2,5,73.20,62.86,23.73,44.00 c2d/diabetes,bayes,cat,tested_positive,615,153,3,1,73.86,62.79,21.82,52.94 c2d/diabetes,j48,cat,tested_positive,615,153,3,1,76.47,74.19,22.95,45.10 c2d/diabetes,nbk,cat,tested_positive,615,153,3,1,77.12,75.00,22.31,47.06 c2d/diabetes,oneR,cat,tested_positive,615,153,3,1,69.93,58.06,27.05,35.29 c2d/diabetes,bayes,cat,tested_positive,614,154,3,2,77.27,70.91,19.19,67.24 c2d/diabetes,j48,cat,tested_positive,614,154,3,2,72.08,64.15,23.76,58.62 c2d/diabetes,nbk,cat,tested_positive,614,154,3,2,73.38,64.91,21.65,63.79 c2d/diabetes,oneR,cat,tested_positive,614,154,3,2,73.38,75.76,27.27,43.10 c2d/diabetes,bayes,cat,tested_positive,615,153,3,3,81.05,75.68,17.24,58.33 c2d/diabetes,j48,cat,tested_positive,615,153,3,3,78.43,64.15,14.00,70.83 c2d/diabetes,nbk,cat,tested_positive,615,153,3,3,79.08,72.22,18.80,54.17 c2d/diabetes,oneR,cat,tested_positive,615,153,3,3,75.82,68.97,22.58,41.67 c2d/diabetes,bayes,cat,tested_positive,614,154,3,4,66.23,58.54,30.97,40.68 c2d/diabetes,j48,cat,tested_positive,614,154,3,4,73.38,73.68,26.72,47.46 c2d/diabetes,nbk,cat,tested_positive,614,154,3,4,70.13,67.57,29.06,42.37 c2d/diabetes,oneR,cat,tested_positive,614,154,3,4,69.48,67.65,30.00,38.98 c2d/diabetes,bayes,cat,tested_positive,615,153,3,5,77.12,63.79,14.74,72.55 c2d/diabetes,j48,cat,tested_positive,615,153,3,5,81.05,68.97,11.58,78.43 c2d/diabetes,nbk,cat,tested_positive,615,153,3,5,77.78,68.09,17.92,62.75 c2d/diabetes,oneR,cat,tested_positive,615,153,3,5,77.78,68.89,18.52,60.78 c2d/diabetes,bayes,cat,tested_positive,614,153,4,1,76.47,65.79,20.00,52.08 c2d/diabetes,j48,cat,tested_positive,614,153,4,1,69.93,51.85,20.20,58.33 c2d/diabetes,nbk,cat,tested_positive,614,153,4,1,75.16,62.50,20.35,52.08 c2d/diabetes,oneR,cat,tested_positive,614,153,4,1,67.97,48.94,23.58,47.92 c2d/diabetes,bayes,cat,tested_positive,613,154,4,2,75.32,61.54,17.65,64.00 c2d/diabetes,j48,cat,tested_positive,613,154,4,2,75.32,60.00,14.89,72.00 c2d/diabetes,nbk,cat,tested_positive,613,154,4,2,77.92,67.39,17.59,62.00 c2d/diabetes,oneR,cat,tested_positive,613,154,4,2,71.43,57.50,23.68,46.00 c2d/diabetes,bayes,cat,tested_positive,614,153,4,3,75.16,67.27,20.41,64.91 c2d/diabetes,j48,cat,tested_positive,614,153,4,3,68.63,56.52,21.43,68.42 c2d/diabetes,nbk,cat,tested_positive,614,153,4,3,75.16,68.63,21.57,61.40 c2d/diabetes,oneR,cat,tested_positive,614,153,4,3,76.47,80.00,24.58,49.12 c2d/diabetes,bayes,cat,tested_positive,613,154,4,4,73.38,66.67,23.30,58.62 c2d/diabetes,j48,cat,tested_positive,613,154,4,4,72.08,65.96,25.23,53.45 c2d/diabetes,nbk,cat,tested_positive,613,154,4,4,72.73,71.05,26.72,46.55 c2d/diabetes,oneR,cat,tested_positive,613,154,4,4,72.08,72.73,28.10,41.38 c2d/diabetes,bayes,cat,tested_positive,614,153,4,5,75.82,69.57,21.50,58.18 c2d/diabetes,j48,cat,tested_positive,614,153,4,5,74.51,66.00,21.36,60.00 c2d/diabetes,nbk,cat,tested_positive,614,153,4,5,73.86,68.29,24.11,50.91 c2d/diabetes,oneR,cat,tested_positive,614,153,4,5,70.59,66.67,28.46,36.36 c2d/diabetes,bayes,cat,tested_positive,615,153,5,1,70.59,52.00,20.39,55.32 c2d/diabetes,j48,cat,tested_positive,615,153,5,1,67.97,48.33,19.35,61.70 c2d/diabetes,nbk,cat,tested_positive,615,153,5,1,69.28,50.00,21.36,53.19 c2d/diabetes,oneR,cat,tested_positive,615,153,5,1,68.63,48.94,22.64,48.94 c2d/diabetes,bayes,cat,tested_positive,614,154,5,2,74.68,73.58,24.75,60.94 c2d/diabetes,j48,cat,tested_positive,614,154,5,2,73.38,69.49,24.21,64.06 c2d/diabetes,nbk,cat,tested_positive,614,154,5,2,77.92,82.61,24.07,59.38 c2d/diabetes,oneR,cat,tested_positive,614,154,5,2,68.83,76.67,33.06,35.94 c2d/diabetes,bayes,cat,tested_positive,615,153,5,3,82.35,76.74,15.45,66.00 c2d/diabetes,j48,cat,tested_positive,615,153,5,3,82.35,74.47,14.15,70.00 c2d/diabetes,nbk,cat,tested_positive,615,153,5,3,77.78,73.53,21.01,50.00 c2d/diabetes,oneR,cat,tested_positive,615,153,5,3,77.12,75.86,22.58,44.00 c2d/diabetes,bayes,cat,tested_positive,614,154,5,4,74.68,63.83,20.56,57.69 c2d/diabetes,j48,cat,tested_positive,614,154,5,4,71.43,57.41,21.00,59.62 c2d/diabetes,nbk,cat,tested_positive,614,154,5,4,74.68,64.44,21.10,55.77 c2d/diabetes,oneR,cat,tested_positive,614,154,5,4,72.73,64.71,25.00,42.31 c2d/diabetes,bayes,cat,tested_positive,615,153,5,5,72.55,65.12,24.55,50.91 c2d/diabetes,j48,cat,tested_positive,615,153,5,5,71.90,59.68,19.78,67.27 c2d/diabetes,nbk,cat,tested_positive,615,153,5,5,76.47,74.36,22.81,52.73 c2d/diabetes,oneR,cat,tested_positive,615,153,5,5,71.90,65.00,25.66,47.27 c2d/diabetes,bayes,dtree,tested_positive,615,153,1,1,76.47,66.67,18.18,66.67 c2d/diabetes,j48,dtree,tested_positive,615,153,1,1,74.51,70.27,24.14,48.15 c2d/diabetes,nbk,dtree,tested_positive,615,153,1,1,76.47,66.67,18.18,66.67 c2d/diabetes,oneR,dtree,tested_positive,615,153,1,1,74.51,70.27,24.14,48.15 c2d/diabetes,bayes,dtree,tested_positive,614,154,1,2,72.08,61.02,21.05,64.29 c2d/diabetes,j48,dtree,tested_positive,614,154,1,2,76.62,76.32,23.28,51.79 c2d/diabetes,nbk,dtree,tested_positive,614,154,1,2,72.08,61.02,21.05,64.29 c2d/diabetes,oneR,dtree,tested_positive,614,154,1,2,76.62,76.32,23.28,51.79 c2d/diabetes,bayes,dtree,tested_positive,615,153,1,3,75.16,64.71,19.61,62.26 c2d/diabetes,j48,dtree,tested_positive,615,153,1,3,67.32,55.17,29.84,30.19 c2d/diabetes,nbk,dtree,tested_positive,615,153,1,3,75.16,64.71,19.61,62.26 c2d/diabetes,oneR,dtree,tested_positive,615,153,1,3,67.32,55.17,29.84,30.19 c2d/diabetes,bayes,dtree,tested_positive,614,154,1,4,72.73,62.75,22.33,58.18 c2d/diabetes,j48,dtree,tested_positive,614,154,1,4,74.03,72.73,25.62,43.64 c2d/diabetes,nbk,dtree,tested_positive,614,154,1,4,72.73,62.75,22.33,58.18 c2d/diabetes,oneR,dtree,tested_positive,614,154,1,4,74.03,72.73,25.62,43.64 c2d/diabetes,bayes,dtree,tested_positive,615,153,1,5,72.55,57.69,19.80,60.00 c2d/diabetes,j48,dtree,tested_positive,615,153,1,5,71.24,58.82,25.21,40.00 c2d/diabetes,nbk,dtree,tested_positive,615,153,1,5,72.55,57.69,19.80,60.00 c2d/diabetes,oneR,dtree,tested_positive,615,153,1,5,71.24,58.82,25.21,40.00 c2d/diabetes,bayes,dtree,tested_positive,615,153,2,1,69.93,53.45,20.00,62.00 c2d/diabetes,j48,dtree,tested_positive,615,153,2,1,77.12,74.19,22.13,46.00 c2d/diabetes,nbk,dtree,tested_positive,615,153,2,1,69.93,53.45,20.00,62.00 c2d/diabetes,oneR,dtree,tested_positive,615,153,2,1,77.12,74.19,22.13,46.00 c2d/diabetes,bayes,dtree,tested_positive,614,154,2,2,73.38,65.31,22.86,57.14 c2d/diabetes,j48,dtree,tested_positive,614,154,2,2,70.78,63.41,26.55,46.43 c2d/diabetes,nbk,dtree,tested_positive,614,154,2,2,73.38,65.31,22.86,57.14 c2d/diabetes,oneR,dtree,tested_positive,614,154,2,2,70.78,63.41,26.55,46.43 c2d/diabetes,bayes,dtree,tested_positive,615,153,2,3,78.43,69.39,17.31,65.38 c2d/diabetes,j48,dtree,tested_positive,615,153,2,3,68.63,55.26,26.96,40.38 c2d/diabetes,nbk,dtree,tested_positive,615,153,2,3,78.43,69.39,17.31,65.38 c2d/diabetes,oneR,dtree,tested_positive,615,153,2,3,69.28,56.76,26.72,40.38 c2d/diabetes,bayes,dtree,tested_positive,614,154,2,4,77.92,62.26,13.86,70.21 c2d/diabetes,j48,dtree,tested_positive,614,154,2,4,77.27,66.67,19.49,51.06 c2d/diabetes,nbk,dtree,tested_positive,614,154,2,4,77.92,62.26,13.86,70.21 c2d/diabetes,oneR,dtree,tested_positive,614,154,2,4,77.27,66.67,19.49,51.06 c2d/diabetes,bayes,dtree,tested_positive,615,153,2,5,74.51,73.08,24.75,60.32 c2d/diabetes,j48,dtree,tested_positive,615,153,2,5,71.24,74.36,29.82,46.03 c2d/diabetes,nbk,dtree,tested_positive,615,153,2,5,74.51,73.08,24.75,60.32 c2d/diabetes,oneR,dtree,tested_positive,615,153,2,5,71.24,74.36,29.82,46.03 c2d/diabetes,bayes,dtree,tested_positive,615,153,3,1,74.51,58.82,17.65,62.50 c2d/diabetes,j48,dtree,tested_positive,615,153,3,1,73.86,60.53,21.74,47.92 c2d/diabetes,nbk,dtree,tested_positive,615,153,3,1,74.51,58.82,17.65,62.50 c2d/diabetes,oneR,dtree,tested_positive,615,153,3,1,73.86,60.00,21.24,50.00 c2d/diabetes,bayes,dtree,tested_positive,614,154,3,2,72.08,61.02,21.05,64.29 c2d/diabetes,j48,dtree,tested_positive,614,154,3,2,73.38,66.67,23.85,53.57 c2d/diabetes,nbk,dtree,tested_positive,614,154,3,2,72.08,61.02,21.05,64.29 c2d/diabetes,oneR,dtree,tested_positive,614,154,3,2,73.38,66.67,23.85,53.57 c2d/diabetes,bayes,dtree,tested_positive,615,153,3,3,69.28,62.00,27.18,52.54 c2d/diabetes,j48,dtree,tested_positive,615,153,3,3,68.63,70.37,31.75,32.20 c2d/diabetes,nbk,dtree,tested_positive,615,153,3,3,69.28,62.00,27.18,52.54 c2d/diabetes,oneR,dtree,tested_positive,615,153,3,3,69.93,76.00,31.25,32.20 c2d/diabetes,bayes,dtree,tested_positive,614,154,3,4,74.03,67.92,22.77,61.02 c2d/diabetes,j48,dtree,tested_positive,614,154,3,4,73.38,73.68,26.72,47.46 c2d/diabetes,nbk,dtree,tested_positive,614,154,3,4,74.03,67.92,22.77,61.02 c2d/diabetes,oneR,dtree,tested_positive,614,154,3,4,72.08,70.00,27.19,47.46 c2d/diabetes,bayes,dtree,tested_positive,615,153,3,5,68.63,47.17,20.00,55.56 c2d/diabetes,j48,dtree,tested_positive,615,153,3,5,73.20,56.67,22.76,37.78 c2d/diabetes,nbk,dtree,tested_positive,615,153,3,5,68.63,47.17,20.00,55.56 c2d/diabetes,oneR,dtree,tested_positive,615,153,3,5,73.20,56.67,22.76,37.78 c2d/diabetes,bayes,dtree,tested_positive,615,153,4,1,75.16,67.86,20.62,65.52 c2d/diabetes,j48,dtree,tested_positive,615,153,4,1,74.51,80.65,27.05,43.10 c2d/diabetes,nbk,dtree,tested_positive,615,153,4,1,75.16,67.86,20.62,65.52 c2d/diabetes,oneR,dtree,tested_positive,615,153,4,1,74.51,80.65,27.05,43.10 c2d/diabetes,bayes,dtree,tested_positive,614,154,4,2,76.62,61.82,15.15,69.39 c2d/diabetes,j48,dtree,tested_positive,614,154,4,2,75.32,73.91,24.43,34.69 c2d/diabetes,nbk,dtree,tested_positive,614,154,4,2,76.62,61.82,15.15,69.39 c2d/diabetes,oneR,dtree,tested_positive,614,154,4,2,75.32,73.91,24.43,34.69 c2d/diabetes,bayes,dtree,tested_positive,615,153,4,3,77.78,76.09,21.50,60.34 c2d/diabetes,j48,dtree,tested_positive,615,153,4,3,71.24,71.88,28.93,39.66 c2d/diabetes,nbk,dtree,tested_positive,615,153,4,3,77.78,76.09,21.50,60.34 c2d/diabetes,oneR,dtree,tested_positive,615,153,4,3,71.24,71.88,28.93,39.66 c2d/diabetes,bayes,dtree,tested_positive,614,154,4,4,75.32,59.65,15.46,69.39 c2d/diabetes,j48,dtree,tested_positive,614,154,4,4,75.97,65.79,20.69,51.02 c2d/diabetes,nbk,dtree,tested_positive,614,154,4,4,75.32,59.65,15.46,69.39 c2d/diabetes,oneR,dtree,tested_positive,614,154,4,4,75.97,65.79,20.69,51.02 c2d/diabetes,bayes,dtree,tested_positive,615,153,4,5,71.90,61.22,23.08,55.56 c2d/diabetes,j48,dtree,tested_positive,615,153,4,5,67.32,55.00,28.32,40.74 c2d/diabetes,nbk,dtree,tested_positive,615,153,4,5,71.90,61.22,23.08,55.56 c2d/diabetes,oneR,dtree,tested_positive,615,153,4,5,67.97,56.41,28.07,40.74 c2d/diabetes,bayes,dtree,tested_positive,615,153,5,1,73.86,56.90,15.79,68.75 c2d/diabetes,j48,dtree,tested_positive,615,153,5,1,69.93,52.78,24.79,39.58 c2d/diabetes,nbk,dtree,tested_positive,615,153,5,1,73.86,56.90,15.79,68.75 c2d/diabetes,oneR,dtree,tested_positive,615,153,5,1,69.93,52.78,24.79,39.58 c2d/diabetes,bayes,dtree,tested_positive,614,154,5,2,72.08,57.41,20.00,60.78 c2d/diabetes,j48,dtree,tested_positive,614,154,5,2,75.32,64.44,20.18,56.86 c2d/diabetes,nbk,dtree,tested_positive,614,154,5,2,72.08,57.41,20.00,60.78 c2d/diabetes,oneR,dtree,tested_positive,614,154,5,2,75.32,64.44,20.18,56.86 c2d/diabetes,bayes,dtree,tested_positive,615,153,5,3,73.86,61.40,18.75,66.04 c2d/diabetes,j48,dtree,tested_positive,615,153,5,3,71.90,60.87,23.36,52.83 c2d/diabetes,nbk,dtree,tested_positive,615,153,5,3,73.86,61.40,18.75,66.04 c2d/diabetes,oneR,dtree,tested_positive,615,153,5,3,71.90,60.87,23.36,52.83 c2d/diabetes,bayes,dtree,tested_positive,614,154,5,4,70.13,64.00,26.92,53.33 c2d/diabetes,j48,dtree,tested_positive,614,154,5,4,68.18,67.74,31.71,35.00 c2d/diabetes,nbk,dtree,tested_positive,614,154,5,4,70.13,64.00,26.92,53.33 c2d/diabetes,oneR,dtree,tested_positive,614,154,5,4,68.18,68.97,32.00,33.33 c2d/diabetes,bayes,dtree,tested_positive,615,153,5,5,77.12,70.00,19.42,63.64 c2d/diabetes,j48,dtree,tested_positive,615,153,5,5,75.82,78.12,24.79,45.45 c2d/diabetes,nbk,dtree,tested_positive,615,153,5,5,77.12,70.00,19.42,63.64 c2d/diabetes,oneR,dtree,tested_positive,615,153,5,5,75.82,78.12,24.79,45.45 c2d/diabetes,bayes,tbin,tested_positive,614,153,1,1,73.86,62.50,20.95,57.69 c2d/diabetes,j48,tbin,tested_positive,614,153,1,1,72.55,64.71,25.21,42.31 c2d/diabetes,nbk,tbin,tested_positive,614,153,1,1,73.86,62.50,20.95,57.69 c2d/diabetes,oneR,tbin,tested_positive,614,153,1,1,72.55,67.86,26.40,36.54 c2d/diabetes,bayes,tbin,tested_positive,613,154,1,2,78.57,68.63,16.50,67.31 c2d/diabetes,j48,tbin,tested_positive,613,154,1,2,71.43,59.52,24.11,48.08 c2d/diabetes,nbk,tbin,tested_positive,613,154,1,2,78.57,68.63,16.50,67.31 c2d/diabetes,oneR,tbin,tested_positive,613,154,1,2,69.48,54.55,22.22,57.69 c2d/diabetes,bayes,tbin,tested_positive,614,153,1,3,72.55,68.63,25.49,57.38 c2d/diabetes,j48,tbin,tested_positive,614,153,1,3,72.55,68.63,25.49,57.38 c2d/diabetes,nbk,tbin,tested_positive,614,153,1,3,72.55,68.63,25.49,57.38 c2d/diabetes,oneR,tbin,tested_positive,614,153,1,3,75.16,87.10,27.87,44.26 c2d/diabetes,bayes,tbin,tested_positive,613,154,1,4,74.03,58.18,17.17,65.31 c2d/diabetes,j48,tbin,tested_positive,613,154,1,4,76.62,66.67,20.00,53.06 c2d/diabetes,nbk,tbin,tested_positive,613,154,1,4,74.03,58.18,17.17,65.31 c2d/diabetes,oneR,tbin,tested_positive,613,154,1,4,74.68,69.23,24.22,36.73 c2d/diabetes,bayes,tbin,tested_positive,614,153,1,5,77.78,71.11,19.44,60.38 c2d/diabetes,j48,tbin,tested_positive,614,153,1,5,75.82,70.00,22.12,52.83 c2d/diabetes,nbk,tbin,tested_positive,614,153,1,5,77.78,71.11,19.44,60.38 c2d/diabetes,oneR,tbin,tested_positive,614,153,1,5,74.51,73.33,25.20,41.51 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,1,74.51,59.62,17.82,63.27 c2d/diabetes,j48,tbin,tested_positive,615,153,2,1,75.82,61.54,16.83,65.31 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,1,74.51,59.62,17.82,63.27 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,1,76.47,70.97,22.13,44.90 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,2,74.68,70.00,23.08,59.32 c2d/diabetes,j48,tbin,tested_positive,614,154,2,2,72.08,70.00,27.19,47.46 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,2,74.68,70.00,23.08,59.32 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,2,69.48,59.68,23.91,62.71 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,3,71.90,61.40,21.88,62.50 c2d/diabetes,j48,tbin,tested_positive,615,153,2,3,73.86,72.22,25.64,46.43 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,3,71.90,61.40,21.88,62.50 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,3,73.86,80.77,27.56,37.50 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,4,77.27,72.09,20.72,57.41 c2d/diabetes,j48,tbin,tested_positive,614,154,2,4,74.03,65.22,22.22,55.56 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,4,77.27,72.09,20.72,57.41 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,4,72.73,71.43,26.98,37.04 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,5,77.12,67.44,19.09,58.00 c2d/diabetes,j48,tbin,tested_positive,615,153,2,5,75.16,65.79,21.74,50.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,5,77.12,67.44,19.09,58.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,5,75.16,73.08,24.41,38.00 c2d/diabetes,bayes,tbin,tested_positive,614,153,3,1,73.20,63.46,21.78,60.00 c2d/diabetes,j48,tbin,tested_positive,614,153,3,1,72.55,65.85,25.00,49.09 c2d/diabetes,nbk,tbin,tested_positive,614,153,3,1,73.20,63.46,21.78,60.00 c2d/diabetes,oneR,tbin,tested_positive,614,153,3,1,69.28,66.67,30.23,29.09 c2d/diabetes,bayes,tbin,tested_positive,613,154,3,2,76.62,62.96,16.00,68.00 c2d/diabetes,j48,tbin,tested_positive,613,154,3,2,78.57,69.77,18.02,60.00 c2d/diabetes,nbk,tbin,tested_positive,613,154,3,2,76.62,62.96,16.00,68.00 c2d/diabetes,oneR,tbin,tested_positive,613,154,3,2,74.68,60.78,18.45,62.00 c2d/diabetes,bayes,tbin,tested_positive,614,153,3,3,76.47,71.11,21.30,58.18 c2d/diabetes,j48,tbin,tested_positive,614,153,3,3,78.43,76.19,20.72,58.18 c2d/diabetes,nbk,tbin,tested_positive,614,153,3,3,76.47,71.11,21.30,58.18 c2d/diabetes,oneR,tbin,tested_positive,614,153,3,3,77.12,77.78,23.08,50.91 c2d/diabetes,bayes,tbin,tested_positive,613,154,3,4,79.22,74.36,19.13,56.86 c2d/diabetes,j48,tbin,tested_positive,613,154,3,4,77.27,72.22,21.19,50.98 c2d/diabetes,nbk,tbin,tested_positive,613,154,3,4,79.22,74.36,19.13,56.86 c2d/diabetes,oneR,tbin,tested_positive,613,154,3,4,74.03,73.91,25.95,33.33 c2d/diabetes,bayes,tbin,tested_positive,614,153,3,5,69.28,57.14,22.22,64.29 c2d/diabetes,j48,tbin,tested_positive,614,153,3,5,70.59,63.41,26.79,46.43 c2d/diabetes,nbk,tbin,tested_positive,614,153,3,5,69.28,57.14,22.22,64.29 c2d/diabetes,oneR,tbin,tested_positive,614,153,3,5,69.28,65.52,29.84,33.93 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,1,76.47,67.31,18.81,64.81 c2d/diabetes,j48,tbin,tested_positive,615,153,4,1,78.43,73.33,19.44,61.11 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,1,76.47,67.31,18.81,64.81 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,1,75.82,79.31,25.00,42.59 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,2,77.27,77.27,22.73,57.63 c2d/diabetes,j48,tbin,tested_positive,614,154,4,2,75.97,75.00,23.64,55.93 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,2,77.27,77.27,22.73,57.63 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,2,71.43,75.86,29.60,37.29 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,3,73.86,59.26,18.18,64.00 c2d/diabetes,j48,tbin,tested_positive,615,153,4,3,74.51,60.78,18.63,62.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,3,73.86,59.26,18.18,64.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,3,75.82,74.07,23.81,40.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,4,72.08,65.31,24.76,55.17 c2d/diabetes,j48,tbin,tested_positive,614,154,4,4,65.58,54.39,27.84,53.45 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,4,72.08,65.31,24.76,55.17 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,4,67.53,61.76,30.83,36.21 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,5,77.12,62.22,16.67,60.87 c2d/diabetes,j48,tbin,tested_positive,615,153,4,5,78.43,65.12,16.36,60.87 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,5,77.12,62.22,16.67,60.87 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,5,78.43,76.00,21.09,41.30 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,1,75.82,59.09,17.43,57.78 c2d/diabetes,j48,tbin,tested_positive,615,153,5,1,75.16,57.78,17.59,57.78 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,1,75.82,59.09,17.43,57.78 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,1,78.43,71.43,20.00,44.44 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,2,72.08,71.93,27.84,60.29 c2d/diabetes,j48,tbin,tested_positive,614,154,5,2,72.73,74.07,28.00,58.82 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,2,72.08,71.93,27.84,60.29 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,2,70.78,84.85,33.06,41.18 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,3,72.55,62.50,21.65,62.50 c2d/diabetes,j48,tbin,tested_positive,615,153,5,3,67.97,58.97,28.95,41.07 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,3,72.55,62.50,21.65,62.50 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,3,67.97,61.29,30.33,33.93 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,4,74.03,62.26,19.80,62.26 c2d/diabetes,j48,tbin,tested_positive,614,154,5,4,74.68,67.50,22.81,50.94 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,4,74.03,62.26,19.80,62.26 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,4,72.08,70.83,27.69,32.08 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,5,79.74,68.29,16.07,60.87 c2d/diabetes,j48,tbin,tested_positive,615,153,5,5,81.05,74.29,16.95,56.52 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,5,79.74,68.29,16.07,60.87 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,5,76.47,61.90,18.02,56.52 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,1,82.35,74.14,12.63,78.18 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,1,80.39,75.51,17.31,67.27 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,1,82.35,74.14,12.63,78.18 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,1,74.51,83.33,27.13,36.36 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,2,78.57,78.00,21.15,63.93 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,2,75.97,78.57,25.00,54.10 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,2,78.57,78.00,21.15,63.93 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,2,69.48,76.92,32.03,32.79 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,3,80.39,70.00,12.90,77.78 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,3,79.74,68.85,13.04,77.78 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,3,80.39,70.00,12.90,77.78 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,3,75.16,76.67,25.20,42.59 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,4,75.32,54.55,16.36,57.14 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,4,79.87,66.67,16.53,52.38 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,4,75.32,54.55,16.36,57.14 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,4,70.13,46.00,18.27,54.76 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,5,73.86,66.00,22.33,58.93 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,5,75.82,68.63,20.59,62.50 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,5,73.86,66.00,22.33,58.93 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,5,73.86,80.77,27.56,37.50 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,1,75.16,62.00,18.45,62.00 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,1,76.47,65.91,19.27,58.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,1,75.16,62.00,18.45,62.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,1,74.51,78.95,26.12,30.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,2,80.52,68.42,12.37,76.47 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,2,75.97,63.46,17.65,64.71 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,2,80.52,68.42,12.37,76.47 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,2,77.92,79.31,22.40,45.10 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,3,77.12,70.69,18.95,69.49 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,3,78.43,76.00,20.39,64.41 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,3,77.12,70.69,18.95,69.49 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,3,75.16,92.00,28.12,38.98 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,4,75.32,71.15,22.55,61.67 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,4,74.68,71.43,23.81,58.33 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,4,75.32,71.15,22.55,61.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,4,67.53,75.00,33.58,25.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,5,82.35,71.43,12.50,72.92 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,5,81.70,70.83,13.33,70.83 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,5,82.35,71.43,12.50,72.92 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,5,78.43,75.86,20.97,45.83 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,1,72.55,62.50,21.65,62.50 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,1,75.16,68.00,21.36,60.71 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,1,72.55,62.50,21.65,62.50 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,1,78.43,92.59,24.60,44.64 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,2,74.03,61.82,19.19,64.15 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,2,72.08,59.26,21.00,60.38 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,2,74.03,61.82,19.19,64.15 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,2,68.83,60.00,29.46,28.30 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,3,80.39,71.19,13.83,76.36 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,3,75.16,65.45,19.39,65.45 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,3,80.39,71.19,13.83,76.36 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,3,73.86,74.19,26.23,41.82 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,4,83.77,78.85,13.73,74.55 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,4,77.92,81.82,23.14,49.09 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,4,83.77,78.85,13.73,74.55 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,4,76.62,95.24,26.32,36.36 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,5,78.43,68.18,17.43,61.22 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,5,79.08,72.97,18.97,55.10 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,5,78.43,68.18,17.43,61.22 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,5,75.82,83.33,25.19,30.61 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,1,78.43,72.13,17.39,73.33 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,1,79.74,77.36,19.00,68.33 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,1,78.43,72.13,17.39,73.33 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,1,75.16,89.29,28.00,41.67 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,2,78.57,60.78,12.62,70.45 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,2,79.22,64.29,15.18,61.36 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,2,78.57,60.78,12.62,70.45 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,2,78.57,76.19,21.05,36.36 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,3,80.39,76.00,17.48,67.86 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,3,75.16,66.07,19.59,66.07 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,3,80.39,76.00,17.48,67.86 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,3,75.82,80.65,25.41,44.64 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,4,76.62,66.04,17.82,66.04 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,4,77.27,68.75,18.87,62.26 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,4,76.62,66.04,17.82,66.04 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,4,73.38,80.00,27.61,30.19 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,5,75.82,67.31,19.80,63.64 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,5,74.51,65.38,20.79,61.82 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,5,75.82,67.31,19.80,63.64 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,5,70.59,72.73,29.77,29.09 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,5,1,79.08,69.23,15.84,69.23 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,5,1,79.74,74.42,18.18,61.54 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,5,1,79.08,69.23,15.84,69.23 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,5,1,75.16,76.92,25.20,38.46 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,5,2,73.38,67.27,23.23,61.67 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,5,2,70.78,63.16,24.74,60.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,5,2,73.38,67.27,23.23,61.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,5,2,70.78,77.78,30.71,35.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,5,3,82.35,76.09,14.95,68.63 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,5,3,79.08,75.68,19.83,54.90 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,5,3,82.35,76.09,14.95,68.63 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,5,3,75.82,62.96,17.17,66.67 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,5,4,79.22,67.24,13.54,75.00 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,5,4,75.97,65.31,19.05,61.54 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,5,4,79.22,67.24,13.54,75.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,5,4,73.38,82.35,27.74,26.92 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,5,5,78.43,69.39,17.31,65.38 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,5,5,78.43,71.11,18.52,61.54 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,5,5,78.43,69.39,17.31,65.38 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,5,5,71.90,69.57,27.69,30.77 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/autos,bayes,cat,-2,165,40,1,1,65.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,1,1,85.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,1,1,70.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,1,1,50.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,2,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,1,2,75.61,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,1,2,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,1,2,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,3,58.54,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,1,3,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,1,3,68.29,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,1,3,60.98,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,4,58.54,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,1,4,75.61,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,1,4,60.98,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,1,4,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,5,51.22,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,1,5,80.49,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,1,5,46.34,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,1,5,70.73,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,2,1,55.00,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,2,1,65.00,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,2,1,47.50,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,2,1,55.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,2,51.22,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,2,82.93,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,2,48.78,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,2,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,3,48.78,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,3,70.73,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,2,3,73.17,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,3,46.34,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,4,65.85,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,2,4,75.61,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,2,4,78.05,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,2,4,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,5,60.98,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,5,90.24,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,5,58.54,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,5,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,3,1,57.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,3,1,77.50,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,3,1,60.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,3,1,55.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,2,63.41,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,2,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,2,70.73,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,2,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,3,41.46,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,3,70.73,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,3,36.59,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,3,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,4,60.98,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,4,73.17,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,4,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,4,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,5,41.46,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,5,82.93,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,5,60.98,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,5,60.98,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,4,1,55.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,4,1,77.50,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,4,1,60.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,4,1,62.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,2,58.54,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,2,78.05,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,4,2,65.85,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,2,48.78,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,3,58.54,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,4,3,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,3,65.85,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,4,3,60.98,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,4,60.98,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,4,4,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,4,53.66,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,4,4,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,5,60.98,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,5,75.61,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,5,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,5,48.78,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,5,1,50.00,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,5,1,72.50,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,5,1,52.50,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,5,1,50.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,2,43.90,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,2,68.29,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,2,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,2,60.98,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,3,43.90,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,3,82.93,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,5,3,41.46,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,3,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,4,65.85,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,4,92.68,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,4,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,4,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,5,58.54,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,5,5,85.37,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,5,5,60.98,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,5,5,60.98,0.00,0.00,0.00 a2b/autos,bayes,dtree,-2,165,40,1,1,77.50,0.00,0.00,0.00 a2b/autos,j48,dtree,-2,165,40,1,1,75.00,0.00,0.00,0.00 a2b/autos,nbk,dtree,-2,165,40,1,1,77.50,0.00,0.00,0.00 a2b/autos,oneR,dtree,-2,165,40,1,1,52.50,0.00,0.00,0.00 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a2b/autos,bayes,fayyadIrani,-2,164,41,2,3,58.54,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,2,3,85.37,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,2,3,58.54,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,2,3,60.98,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,2,4,63.41,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,2,4,80.49,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,2,4,63.41,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,2,4,51.22,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,2,5,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,2,5,87.80,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,2,5,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,2,5,68.29,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,165,40,3,1,77.50,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,165,40,3,1,80.00,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,165,40,3,1,77.50,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,165,40,3,1,60.00,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,3,2,68.29,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,3,2,70.73,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,3,2,68.29,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,3,2,63.41,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,3,3,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,3,3,80.49,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,3,3,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,3,3,56.10,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,3,4,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,3,4,85.37,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,3,4,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,3,4,65.85,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,3,5,58.54,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,3,5,80.49,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,3,5,58.54,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,3,5,48.78,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,165,40,4,1,75.00,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,165,40,4,1,90.00,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,165,40,4,1,75.00,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,165,40,4,1,62.50,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,2,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,2,80.49,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,2,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,2,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,3,82.93,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,3,73.17,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,3,82.93,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,3,43.90,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,4,60.98,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,4,58.54,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,4,60.98,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,4,56.10,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,5,68.29,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,5,87.80,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,5,68.29,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,5,56.10,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,165,40,5,1,60.00,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,165,40,5,1,82.50,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,165,40,5,1,60.00,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,165,40,5,1,57.50,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,2,80.49,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,2,75.61,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,2,80.49,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,2,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,3,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,3,73.17,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,3,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,3,63.41,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,4,82.93,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,4,60.98,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,5,63.41,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,5,78.05,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,5,63.41,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,5,56.10,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,1,73.68,58.76,55.84,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,1,75.44,58.76,57.14,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,1,73.68,58.76,55.84,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,1,64.91,58.76,59.34,51.35 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,2,75.44,58.76,55.26,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,2,68.42,58.76,58.43,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,2,75.44,58.76,55.26,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,2,63.16,58.76,58.75,54.81 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,3,66.67,56.44,55.41,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,3,71.93,56.44,55.42,55.34 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,3,66.67,56.44,55.41,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,3,66.67,56.44,56.63,54.81 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,4,71.93,58.76,56.41,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,4,71.93,58.76,57.78,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,4,71.93,58.76,56.41,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,4,66.67,58.76,57.69,55.88 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,5,75.44,61.29,57.50,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,5,73.68,61.29,58.33,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,5,75.44,61.29,57.50,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,5,64.91,61.29,60.87,50.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,1,68.42,61.29,58.67,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,1,68.42,61.29,60.00,51.35 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,1,68.42,61.29,58.67,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,1,57.89,61.29,61.11,56.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,2,85.96,56.44,52.87,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,2,78.95,56.44,54.55,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,2,85.96,56.44,52.87,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,2,71.93,56.44,53.52,60.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,3,66.67,61.29,58.57,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,3,63.16,61.29,60.71,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,3,66.67,61.29,58.57,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,3,59.65,61.29,61.04,54.81 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,4,78.95,55.88,52.56,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,4,75.44,55.88,54.22,55.88 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,4,78.95,55.88,52.56,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,4,73.68,55.88,54.32,56.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,5,73.68,58.76,55.84,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,5,77.19,58.76,56.32,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,5,73.68,58.76,55.84,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,5,71.93,58.76,57.47,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,1,71.93,60.64,57.33,57.00 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a2b/anneal,bayes,fayyadIrani,2,718,180,5,4,95.00,100.00,0.00,100.00 a2b/anneal,j48,fayyadIrani,2,718,180,5,4,97.78,90.48,0.00,100.00 a2b/anneal,nbk,fayyadIrani,2,718,180,5,4,95.00,100.00,0.00,100.00 a2b/anneal,oneR,fayyadIrani,2,718,180,5,4,85.00,0.00,0.00,0.00 a2b/anneal,bayes,fayyadIrani,2,719,179,5,5,94.97,100.00,0.00,100.00 a2b/anneal,j48,fayyadIrani,2,719,179,5,5,100.00,100.00,0.00,100.00 a2b/anneal,nbk,fayyadIrani,2,719,179,5,5,94.97,100.00,0.00,100.00 a2b/anneal,oneR,fayyadIrani,2,719,179,5,5,86.59,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/audiology,bayes,cat,bells_palsy,181,45,1,1,55.56,0.00,0.00,0.00 a2b/audiology,j48,cat,bells_palsy,181,45,1,1,62.22,0.00,0.00,0.00 a2b/audiology,nbk,cat,bells_palsy,181,45,1,1,55.56,0.00,0.00,0.00 a2b/audiology,oneR,cat,bells_palsy,181,45,1,1,35.56,0.00,0.00,0.00 a2b/audiology,bayes,cat,bells_palsy,181,45,1,2,66.67,0.00,0.00,0.00 a2b/audiology,j48,cat,bells_palsy,181,45,1,2,77.78,0.00,0.00,0.00 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