#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/anneal,bayes,cat,2,719,179,1,1,83.24,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,1,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,1,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,1,86.03,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,1,2,88.33,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,1,2,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,1,2,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,1,2,78.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,1,3,87.15,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,3,95.53,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,3,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,3,86.03,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,1,4,91.67,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,1,4,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,1,4,95.56,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,1,4,82.78,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,1,5,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,5,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,5,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,5,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,1,90.50,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,1,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,1,96.65,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,1,85.47,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,2,84.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,2,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,2,97.22,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,2,82.78,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,3,86.59,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,3,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,3,95.53,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,3,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,4,84.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,4,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,4,91.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,4,83.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,5,85.47,95.24,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,5,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,5,91.62,94.44,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,5,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,1,87.15,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,1,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,1,80.45,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,2,87.78,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,2,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,2,94.44,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,2,84.44,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,3,81.56,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,3,97.21,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,3,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,3,89.39,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,4,87.22,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,4,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,4,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,4,82.78,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,5,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,5,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,5,81.01,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,1,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,1,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,1,86.59,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,2,89.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,2,95.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,2,83.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,3,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,3,95.53,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,3,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,4,85.00,96.30,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,4,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,4,91.11,95.24,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,4,80.00,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,5,86.59,85.71,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,5,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,5,96.09,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,5,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,1,88.83,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,1,97.77,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,1,81.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,5,2,84.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,5,2,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,5,2,94.44,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,5,2,87.78,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,3,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,3,95.53,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,3,91.06,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,3,85.47,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,5,4,85.56,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,5,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,5,4,94.44,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,5,4,83.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,5,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,5,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,5,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,5,79.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,1,91.06,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,1,85.47,83.33,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,1,91.06,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,1,86.59,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,1,2,86.11,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,1,2,85.56,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,1,2,86.11,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,1,2,81.67,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,3,93.30,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,3,87.15,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,3,93.30,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,3,85.47,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,1,4,89.44,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,1,4,87.78,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,1,4,89.44,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,1,4,84.44,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,1,5,89.94,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,1,5,84.36,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,1,5,89.94,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,1,5,79.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,1,88.27,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,1,78.77,50.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,1,88.27,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,1,77.65,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,2,91.11,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,2,86.11,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,2,91.11,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,2,82.78,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,3,92.18,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,3,84.36,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,3,92.18,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,3,85.47,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,2,4,88.89,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,2,4,88.89,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,2,4,88.89,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,2,4,87.22,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,2,5,90.50,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,2,5,87.71,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,2,5,90.50,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,2,5,84.92,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,1,91.06,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,1,84.92,85.71,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,1,91.06,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,1,79.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,3,2,88.33,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,3,2,82.22,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,3,2,88.33,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,3,2,82.22,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,3,87.15,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,3,81.01,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,3,87.15,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,3,81.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,3,4,92.22,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,3,4,85.00,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,3,4,92.22,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,3,4,87.22,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,5,92.74,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,5,90.50,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,5,92.74,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,5,87.15,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,179,4,1,91.06,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,179,4,1,81.56,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,179,4,1,91.06,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,179,4,1,81.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,716,180,4,2,87.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,716,180,4,2,87.78,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,716,180,4,2,87.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,716,180,4,2,88.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,179,4,3,87.15,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,179,4,3,83.24,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,179,4,3,87.15,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,179,4,3,81.01,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,716,180,4,4,92.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,716,180,4,4,83.33,90.91,0.00,100.00 a2b/anneal,nbk,disctree,2,716,180,4,4,92.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,716,180,4,4,81.67,0.00,0.00,0.00 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a2b/audiology,bayes,fayyadIrani,bells_palsy,181,45,5,4,68.89,0.00,0.00,0.00 a2b/audiology,j48,fayyadIrani,bells_palsy,181,45,5,4,80.00,0.00,0.00,0.00 a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,4,68.89,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,4,44.44,0.00,0.00,0.00 a2b/audiology,bayes,fayyadIrani,bells_palsy,181,45,5,5,68.89,0.00,0.00,0.00 a2b/audiology,j48,fayyadIrani,bells_palsy,181,45,5,5,77.78,0.00,0.00,0.00 a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,5,68.89,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,5,48.89,0.00,0.00,0.00 /home/donaldb/var/weka/xval.3759 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/autos,bayes,cat,-2,165,40,1,1,57.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,1,1,70.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,1,1,57.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,1,1,57.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,2,58.54,0.00,0.00,0.00 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a2b/autos,oneR,cat,-2,165,40,2,1,55.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,2,63.41,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,2,80.49,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,2,65.85,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,2,60.98,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,3,41.46,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,3,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,2,3,46.34,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,3,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,4,51.22,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,4,70.73,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,4,58.54,0.00,0.00,0.00 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,-2,164,41,2,5,80.49,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,5,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,5,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,3,1,60.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,3,1,87.50,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,3,1,47.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,3,1,65.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,2,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,2,70.73,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,2,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,2,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,3,60.98,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,3,68.29,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,3,78.05,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,3,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,4,46.34,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,4,80.49,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,4,51.22,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,4,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,5,56.10,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,5,85.37,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,5,51.22,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,5,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,4,1,62.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,4,1,65.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,4,1,60.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,4,1,50.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,2,53.66,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,2,80.49,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,4,2,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,2,46.34,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,3,53.66,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,3,65.85,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,4,3,53.66,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,3,60.98,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,4,48.78,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,4,4,75.61,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,4,56.10,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,4,4,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,5,60.98,0.00,0.00,0.00 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a2b/autos,bayes,fayyadIrani,-2,165,40,5,1,67.50,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,165,40,5,1,80.00,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,165,40,5,1,67.50,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,165,40,5,1,50.00,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,2,82.93,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,2,92.68,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,2,82.93,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,2,73.17,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,3,68.29,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,3,85.37,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,3,68.29,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,3,60.98,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,4,60.98,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,4,73.17,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,4,60.98,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,4,65.85,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,5,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,5,75.61,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,5,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,5,58.54,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,1,73.68,61.29,57.69,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,1,68.42,61.29,59.52,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,1,73.68,61.29,57.69,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,1,68.42,61.29,59.26,54.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,2,68.42,56.44,55.26,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,2,71.93,56.44,55.42,55.34 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,2,68.42,56.44,55.26,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,2,70.18,56.44,56.67,52.78 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c2d/credit-a,bayes,fayyadIrani,-,552,138,3,4,89.86,86.59,5.36,95.95 c2d/credit-a,j48,fayyadIrani,-,552,138,3,4,87.68,86.08,10.17,91.89 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,4,89.86,86.59,5.36,95.95 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,4,87.68,95.24,18.67,81.08 c2d/credit-a,bayes,fayyadIrani,-,552,138,3,5,82.61,83.95,19.30,86.08 c2d/credit-a,j48,fayyadIrani,-,552,138,3,5,84.06,85.19,17.54,87.34 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,5,82.61,83.95,19.30,86.08 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,5,79.71,94.74,30.86,68.35 c2d/credit-a,bayes,fayyadIrani,-,553,137,4,1,87.59,89.74,15.25,88.61 c2d/credit-a,j48,fayyadIrani,-,553,137,4,1,87.59,89.74,15.25,88.61 c2d/credit-a,nbk,fayyadIrani,-,553,137,4,1,87.59,89.74,15.25,88.61 c2d/credit-a,oneR,fayyadIrani,-,553,137,4,1,86.86,95.52,21.43,81.01 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,2,86.23,88.75,17.24,87.65 c2d/credit-a,j48,fayyadIrani,-,552,138,4,2,87.68,93.24,18.75,85.19 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,2,86.23,88.75,17.24,87.65 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,2,84.78,95.45,25.00,77.78 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,3,87.68,84.88,7.69,94.81 c2d/credit-a,j48,fayyadIrani,-,552,138,4,3,89.13,86.90,7.41,94.81 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,3,87.68,84.88,7.69,94.81 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,3,89.13,94.29,16.18,85.71 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,4,85.51,82.02,8.16,94.81 c2d/credit-a,j48,fayyadIrani,-,552,138,4,4,86.23,82.95,8.00,94.81 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,4,85.51,82.02,8.16,94.81 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,4,84.06,87.67,20.00,83.12 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,5,86.23,82.89,9.68,91.30 c2d/credit-a,j48,fayyadIrani,-,552,138,4,5,85.51,87.69,16.44,82.61 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,5,86.23,82.89,9.68,91.30 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,5,83.33,94.23,23.26,71.01 c2d/credit-a,bayes,fayyadIrani,-,552,137,5,1,86.86,86.59,12.73,91.03 c2d/credit-a,j48,fayyadIrani,-,552,137,5,1,86.13,89.33,17.74,85.90 c2d/credit-a,nbk,fayyadIrani,-,552,137,5,1,86.86,86.59,12.73,91.03 c2d/credit-a,oneR,fayyadIrani,-,552,137,5,1,85.40,95.31,23.29,78.21 c2d/credit-a,bayes,fayyadIrani,-,551,138,5,2,85.51,84.52,12.96,91.03 c2d/credit-a,j48,fayyadIrani,-,551,138,5,2,86.96,86.59,12.50,91.03 c2d/credit-a,nbk,fayyadIrani,-,551,138,5,2,85.51,84.52,12.96,91.03 c2d/credit-a,oneR,fayyadIrani,-,551,138,5,2,84.78,93.85,23.29,78.21 c2d/credit-a,bayes,fayyadIrani,-,551,138,5,3,86.23,82.43,9.38,91.04 c2d/credit-a,j48,fayyadIrani,-,551,138,5,3,87.68,84.72,9.09,91.04 c2d/credit-a,nbk,fayyadIrani,-,551,138,5,3,86.23,82.43,9.38,91.04 c2d/credit-a,oneR,fayyadIrani,-,551,138,5,3,88.41,90.48,13.33,85.07 c2d/credit-a,bayes,fayyadIrani,-,551,138,5,4,85.51,83.70,10.87,93.90 c2d/credit-a,j48,fayyadIrani,-,551,138,5,4,88.41,86.67,8.33,95.12 c2d/credit-a,nbk,fayyadIrani,-,551,138,5,4,85.51,83.70,10.87,93.90 c2d/credit-a,oneR,fayyadIrani,-,551,138,5,4,84.78,91.78,23.08,81.71 c2d/credit-a,bayes,fayyadIrani,-,551,138,5,5,87.68,86.59,10.71,92.21 c2d/credit-a,j48,fayyadIrani,-,551,138,5,5,88.41,90.67,14.29,88.31 c2d/credit-a,nbk,fayyadIrani,-,551,138,5,5,87.68,86.59,10.71,92.21 c2d/credit-a,oneR,fayyadIrani,-,551,138,5,5,84.78,93.75,22.97,77.92 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision c2d/diabetes,bayes,cat,tested_positive,615,153,1,1,71.90,43.40,13.00,63.89 c2d/diabetes,j48,cat,tested_positive,615,153,1,1,71.90,43.40,13.00,63.89 c2d/diabetes,nbk,cat,tested_positive,615,153,1,1,73.86,46.15,11.88,66.67 c2d/diabetes,oneR,cat,tested_positive,615,153,1,1,73.20,43.90,16.07,50.00 c2d/diabetes,bayes,cat,tested_positive,614,154,1,2,74.68,67.44,22.52,53.70 c2d/diabetes,j48,cat,tested_positive,614,154,1,2,72.73,65.79,25.00,46.30 c2d/diabetes,nbk,cat,tested_positive,614,154,1,2,76.62,73.68,22.41,51.85 c2d/diabetes,oneR,cat,tested_positive,614,154,1,2,68.83,57.50,27.19,42.59 c2d/diabetes,bayes,cat,tested_positive,615,153,1,3,79.08,76.00,19.42,65.52 c2d/diabetes,j48,cat,tested_positive,615,153,1,3,77.12,71.70,20.00,65.52 c2d/diabetes,nbk,cat,tested_positive,615,153,1,3,74.51,72.09,24.55,53.45 c2d/diabetes,oneR,cat,tested_positive,615,153,1,3,75.82,81.82,25.83,46.55 c2d/diabetes,bayes,cat,tested_positive,614,154,1,4,75.97,78.57,25.00,54.10 c2d/diabetes,j48,cat,tested_positive,614,154,1,4,74.03,74.42,26.13,52.46 c2d/diabetes,nbk,cat,tested_positive,614,154,1,4,73.38,83.33,29.03,40.98 c2d/diabetes,oneR,cat,tested_positive,614,154,1,4,74.03,78.38,27.35,47.54 c2d/diabetes,bayes,cat,tested_positive,615,153,1,5,70.59,62.75,25.49,55.17 c2d/diabetes,j48,cat,tested_positive,615,153,1,5,73.86,66.67,22.22,62.07 c2d/diabetes,nbk,cat,tested_positive,615,153,1,5,71.24,65.22,26.17,51.72 c2d/diabetes,oneR,cat,tested_positive,615,153,1,5,73.20,86.96,29.23,34.48 c2d/diabetes,bayes,cat,tested_positive,615,153,2,1,76.47,72.55,21.57,62.71 c2d/diabetes,j48,cat,tested_positive,615,153,2,1,70.59,63.46,25.74,55.93 c2d/diabetes,nbk,cat,tested_positive,615,153,2,1,72.55,70.73,26.79,49.15 c2d/diabetes,oneR,cat,tested_positive,615,153,2,1,73.20,71.43,26.13,50.85 c2d/diabetes,bayes,cat,tested_positive,614,154,2,2,74.68,65.31,20.95,59.26 c2d/diabetes,j48,cat,tested_positive,614,154,2,2,74.03,66.67,23.21,51.85 c2d/diabetes,nbk,cat,tested_positive,614,154,2,2,74.68,68.29,23.01,51.85 c2d/diabetes,oneR,cat,tested_positive,614,154,2,2,73.38,68.57,25.21,44.44 c2d/diabetes,bayes,cat,tested_positive,615,153,2,3,77.78,56.52,13.08,65.00 c2d/diabetes,j48,cat,tested_positive,615,153,2,3,72.55,48.00,15.53,60.00 c2d/diabetes,nbk,cat,tested_positive,615,153,2,3,79.74,60.98,13.39,62.50 c2d/diabetes,oneR,cat,tested_positive,615,153,2,3,77.12,57.14,16.95,50.00 c2d/diabetes,bayes,cat,tested_positive,614,154,2,4,70.13,58.14,25.23,47.17 c2d/diabetes,j48,cat,tested_positive,614,154,2,4,72.73,62.79,23.42,50.94 c2d/diabetes,nbk,cat,tested_positive,614,154,2,4,74.68,67.50,22.81,50.94 c2d/diabetes,oneR,cat,tested_positive,614,154,2,4,66.23,51.16,27.93,41.51 c2d/diabetes,bayes,cat,tested_positive,615,153,2,5,73.20,72.34,26.42,54.84 c2d/diabetes,j48,cat,tested_positive,615,153,2,5,67.97,61.40,28.12,56.45 c2d/diabetes,nbk,cat,tested_positive,615,153,2,5,69.93,67.39,28.97,50.00 c2d/diabetes,oneR,cat,tested_positive,615,153,2,5,68.63,81.82,33.59,29.03 c2d/diabetes,bayes,cat,tested_positive,615,153,3,1,78.43,72.00,18.45,65.45 c2d/diabetes,j48,cat,tested_positive,615,153,3,1,75.16,62.69,15.12,76.36 c2d/diabetes,nbk,cat,tested_positive,615,153,3,1,77.78,72.34,19.81,61.82 c2d/diabetes,oneR,cat,tested_positive,615,153,3,1,72.55,70.97,27.05,40.00 c2d/diabetes,bayes,cat,tested_positive,614,154,3,2,71.43,58.93,21.43,61.11 c2d/diabetes,j48,cat,tested_positive,614,154,3,2,72.08,60.38,21.78,59.26 c2d/diabetes,nbk,cat,tested_positive,614,154,3,2,74.03,66.67,23.21,51.85 c2d/diabetes,oneR,cat,tested_positive,614,154,3,2,76.62,80.00,24.19,44.44 c2d/diabetes,bayes,cat,tested_positive,615,153,3,3,73.20,67.92,24.00,60.00 c2d/diabetes,j48,cat,tested_positive,615,153,3,3,71.90,62.69,20.93,70.00 c2d/diabetes,nbk,cat,tested_positive,615,153,3,3,71.90,68.09,26.42,53.33 c2d/diabetes,oneR,cat,tested_positive,615,153,3,3,67.32,60.87,29.91,46.67 c2d/diabetes,bayes,cat,tested_positive,614,154,3,4,76.62,63.16,18.97,52.17 c2d/diabetes,j48,cat,tested_positive,614,154,3,4,74.68,60.00,21.01,45.65 c2d/diabetes,nbk,cat,tested_positive,614,154,3,4,76.62,62.50,18.42,54.35 c2d/diabetes,oneR,cat,tested_positive,614,154,3,4,74.03,60.00,22.58,39.13 c2d/diabetes,bayes,cat,tested_positive,615,153,3,5,78.43,72.09,19.09,59.62 c2d/diabetes,j48,cat,tested_positive,615,153,3,5,74.51,65.12,21.82,53.85 c2d/diabetes,nbk,cat,tested_positive,615,153,3,5,78.43,78.79,21.67,50.00 c2d/diabetes,oneR,cat,tested_positive,615,153,3,5,73.86,67.65,24.37,44.23 c2d/diabetes,bayes,cat,tested_positive,614,153,4,1,73.86,61.82,19.39,64.15 c2d/diabetes,j48,cat,tested_positive,614,153,4,1,71.90,60.42,22.86,54.72 c2d/diabetes,nbk,cat,tested_positive,614,153,4,1,73.20,63.04,22.43,54.72 c2d/diabetes,oneR,cat,tested_positive,614,153,4,1,73.20,63.64,22.94,52.83 c2d/diabetes,bayes,cat,tested_positive,613,154,4,2,75.97,64.15,17.82,65.38 c2d/diabetes,j48,cat,tested_positive,613,154,4,2,72.73,59.26,20.00,61.54 c2d/diabetes,nbk,cat,tested_positive,613,154,4,2,73.38,61.70,21.50,55.77 c2d/diabetes,oneR,cat,tested_positive,613,154,4,2,74.03,65.00,22.81,50.00 c2d/diabetes,bayes,cat,tested_positive,614,153,4,3,79.08,72.22,18.80,54.17 c2d/diabetes,j48,cat,tested_positive,614,153,4,3,75.82,64.10,20.18,52.08 c2d/diabetes,nbk,cat,tested_positive,614,153,4,3,79.08,76.67,20.33,47.92 c2d/diabetes,oneR,cat,tested_positive,614,153,4,3,76.47,80.00,24.06,33.33 c2d/diabetes,bayes,cat,tested_positive,613,154,4,4,74.68,61.36,20.00,55.10 c2d/diabetes,j48,cat,tested_positive,613,154,4,4,77.27,69.44,20.34,51.02 c2d/diabetes,nbk,cat,tested_positive,613,154,4,4,75.97,65.79,20.69,51.02 c2d/diabetes,oneR,cat,tested_positive,613,154,4,4,70.78,55.26,24.14,42.86 c2d/diabetes,bayes,cat,tested_positive,614,153,4,5,72.55,73.47,27.88,55.38 c2d/diabetes,j48,cat,tested_positive,614,153,4,5,69.28,76.47,32.77,40.00 c2d/diabetes,nbk,cat,tested_positive,614,153,4,5,70.59,71.74,29.91,50.77 c2d/diabetes,oneR,cat,tested_positive,614,153,4,5,67.32,74.19,34.43,35.38 c2d/diabetes,bayes,cat,tested_positive,615,153,5,1,71.24,62.50,24.76,53.57 c2d/diabetes,j48,cat,tested_positive,615,153,5,1,72.55,66.67,25.23,50.00 c2d/diabetes,nbk,cat,tested_positive,615,153,5,1,70.59,62.22,25.93,50.00 c2d/diabetes,oneR,cat,tested_positive,615,153,5,1,71.24,65.79,26.96,44.64 c2d/diabetes,bayes,cat,tested_positive,614,154,5,2,77.27,64.00,16.35,65.31 c2d/diabetes,j48,cat,tested_positive,614,154,5,2,79.22,66.04,13.86,71.43 c2d/diabetes,nbk,cat,tested_positive,614,154,5,2,77.92,68.29,18.58,57.14 c2d/diabetes,oneR,cat,tested_positive,614,154,5,2,70.78,54.17,21.70,53.06 c2d/diabetes,bayes,cat,tested_positive,615,153,5,3,81.05,79.59,18.27,67.24 c2d/diabetes,j48,cat,tested_positive,615,153,5,3,72.55,62.50,20.22,68.97 c2d/diabetes,nbk,cat,tested_positive,615,153,5,3,79.08,78.26,20.56,62.07 c2d/diabetes,oneR,cat,tested_positive,615,153,5,3,74.51,75.68,25.86,48.28 c2d/diabetes,bayes,cat,tested_positive,614,154,5,4,70.13,53.85,21.57,56.00 c2d/diabetes,j48,cat,tested_positive,614,154,5,4,75.32,62.00,18.27,62.00 c2d/diabetes,nbk,cat,tested_positive,614,154,5,4,73.38,59.18,20.00,58.00 c2d/diabetes,oneR,cat,tested_positive,614,154,5,4,67.53,50.00,27.50,34.00 c2d/diabetes,bayes,cat,tested_positive,615,153,5,5,77.12,71.74,20.56,60.00 c2d/diabetes,j48,cat,tested_positive,615,153,5,5,75.16,74.29,24.58,47.27 c2d/diabetes,nbk,cat,tested_positive,615,153,5,5,74.51,71.05,24.35,49.09 c2d/diabetes,oneR,cat,tested_positive,615,153,5,5,74.51,71.05,24.35,49.09 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,1,72.55,51.79,15.46,65.91 c2d/diabetes,j48,disctree,tested_positive,615,153,1,1,71.24,50.00,18.45,56.82 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,1,72.55,51.79,15.46,65.91 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,1,69.28,47.17,19.00,56.82 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,2,75.32,63.16,17.53,67.92 c2d/diabetes,j48,disctree,tested_positive,614,154,1,2,74.03,62.75,20.39,60.38 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,2,75.32,63.16,17.53,67.92 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,2,67.53,52.46,22.58,60.38 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,3,68.63,52.17,17.86,70.59 c2d/diabetes,j48,disctree,tested_positive,615,153,1,3,69.93,54.55,21.43,58.82 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,3,68.63,52.17,17.86,70.59 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,3,64.05,30.00,33.57,5.88 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,4,72.08,63.64,23.23,60.34 c2d/diabetes,j48,disctree,tested_positive,614,154,1,4,70.13,63.04,26.85,50.00 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,4,72.08,63.64,23.23,60.34 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,4,64.94,59.09,34.09,22.41 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,5,71.24,65.45,25.51,59.02 c2d/diabetes,j48,disctree,tested_positive,615,153,1,5,68.63,68.57,31.36,39.34 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,5,71.24,65.45,25.51,59.02 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,5,64.71,70.59,36.03,19.67 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,1,69.93,51.61,17.58,66.67 c2d/diabetes,j48,disctree,tested_positive,615,153,2,1,73.20,56.86,18.63,60.42 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,1,69.93,51.61,17.58,66.67 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,1,69.28,50.91,20.41,58.33 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,2,72.73,60.00,19.15,66.67 c2d/diabetes,j48,disctree,tested_positive,614,154,2,2,67.53,55.56,28.81,37.04 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,2,72.73,60.00,19.15,66.67 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,2,64.94,50.00,33.57,12.96 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,3,70.59,52.08,20.95,53.19 c2d/diabetes,j48,disctree,tested_positive,615,153,2,3,72.55,56.10,21.43,48.94 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,3,70.59,52.08,20.95,53.19 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,3,68.63,49.15,19.15,61.70 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,4,71.43,59.38,20.00,67.86 c2d/diabetes,j48,disctree,tested_positive,614,154,2,4,71.43,60.71,22.45,60.71 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,4,71.43,59.38,20.00,67.86 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,4,63.64,50.00,26.67,57.14 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,5,69.93,62.50,24.72,64.52 c2d/diabetes,j48,disctree,tested_positive,615,153,2,5,69.93,66.67,28.57,51.61 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,5,69.93,62.50,24.72,64.52 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,5,64.05,55.74,30.43,54.84 c2d/diabetes,bayes,disctree,tested_positive,612,153,3,1,71.90,54.90,19.61,58.33 c2d/diabetes,j48,disctree,tested_positive,612,153,3,1,74.51,60.98,20.54,52.08 c2d/diabetes,nbk,disctree,tested_positive,612,153,3,1,71.90,54.90,19.61,58.33 c2d/diabetes,oneR,disctree,tested_positive,612,153,3,1,68.63,50.00,21.21,56.25 c2d/diabetes,bayes,disctree,tested_positive,611,154,3,2,75.32,66.67,19.15,68.97 c2d/diabetes,j48,disctree,tested_positive,611,154,3,2,69.48,61.22,26.67,51.72 c2d/diabetes,nbk,disctree,tested_positive,611,154,3,2,75.32,66.67,19.15,68.97 c2d/diabetes,oneR,disctree,tested_positive,611,154,3,2,65.58,54.24,27.37,55.17 c2d/diabetes,bayes,disctree,tested_positive,612,153,3,3,73.86,57.50,20.35,50.00 c2d/diabetes,j48,disctree,tested_positive,612,153,3,3,73.86,58.33,21.37,45.65 c2d/diabetes,nbk,disctree,tested_positive,612,153,3,3,73.86,57.50,20.35,50.00 c2d/diabetes,oneR,disctree,tested_positive,612,153,3,3,67.97,47.06,21.57,52.17 c2d/diabetes,bayes,disctree,tested_positive,611,154,3,4,62.99,49.25,26.44,58.93 c2d/diabetes,j48,disctree,tested_positive,611,154,3,4,68.18,57.14,26.67,50.00 c2d/diabetes,nbk,disctree,tested_positive,611,154,3,4,62.99,49.25,26.44,58.93 c2d/diabetes,oneR,disctree,tested_positive,611,154,3,4,64.29,53.85,34.75,12.50 c2d/diabetes,bayes,disctree,tested_positive,614,151,3,5,67.55,56.76,22.08,71.19 c2d/diabetes,j48,disctree,tested_positive,614,151,3,5,70.86,63.64,25.00,59.32 c2d/diabetes,nbk,disctree,tested_positive,614,151,3,5,67.55,56.76,22.08,71.19 c2d/diabetes,oneR,disctree,tested_positive,614,151,3,5,66.23,56.90,27.96,55.93 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,1,70.59,56.90,21.05,62.26 c2d/diabetes,j48,disctree,tested_positive,615,153,4,1,68.63,55.81,26.36,45.28 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,1,70.59,56.90,21.05,62.26 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,1,67.97,53.85,24.75,52.83 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,2,72.73,55.93,16.84,67.35 c2d/diabetes,j48,disctree,tested_positive,614,154,4,2,67.53,48.57,26.89,34.69 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,2,72.73,55.93,16.84,67.35 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,2,67.53,48.00,28.68,24.49 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,3,69.28,55.17,22.11,60.38 c2d/diabetes,j48,disctree,tested_positive,615,153,4,3,69.93,56.86,23.53,54.72 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,3,69.28,55.17,22.11,60.38 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,3,65.36,50.00,25.26,54.72 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,4,74.68,68.18,20.45,71.43 c2d/diabetes,j48,disctree,tested_positive,614,154,4,4,70.78,72.50,29.82,46.03 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,4,74.68,68.18,20.45,71.43 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,4,63.64,70.59,37.23,19.05 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,5,67.97,50.91,22.45,56.00 c2d/diabetes,j48,disctree,tested_positive,615,153,4,5,69.93,53.45,20.00,62.00 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,5,67.97,50.91,22.45,56.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,5,64.71,46.88,22.47,60.00 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,1,73.20,58.00,19.42,59.18 c2d/diabetes,j48,disctree,tested_positive,615,153,5,1,72.55,58.14,21.82,51.02 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,1,73.20,58.00,19.42,59.18 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,1,70.59,54.17,21.90,53.06 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,2,74.68,61.67,17.02,69.81 c2d/diabetes,j48,disctree,tested_positive,614,154,5,2,72.73,60.00,20.20,62.26 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,2,74.68,61.67,17.02,69.81 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,2,64.29,44.44,33.09,15.09 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,3,70.59,57.38,20.65,64.81 c2d/diabetes,j48,disctree,tested_positive,615,153,5,3,75.16,66.67,20.95,59.26 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,3,70.59,57.38,20.65,64.81 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,3,66.67,52.31,22.73,62.96 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,4,65.58,52.86,23.81,64.91 c2d/diabetes,j48,disctree,tested_positive,614,154,5,4,64.94,52.46,26.88,56.14 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,4,65.58,52.86,23.81,64.91 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,4,64.29,55.00,34.33,19.30 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,5,74.51,65.38,20.79,61.82 c2d/diabetes,j48,disctree,tested_positive,615,153,5,5,66.67,55.26,29.57,38.18 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,5,74.51,65.38,20.79,61.82 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,5,67.97,55.56,25.25,54.55 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,1,73.20,56.60,18.00,62.50 c2d/diabetes,j48,tbin,tested_positive,615,153,1,1,74.51,61.54,21.05,50.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,1,73.20,56.60,18.00,62.50 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,1,71.90,55.56,21.30,52.08 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,2,76.62,68.42,20.69,52.00 c2d/diabetes,j48,tbin,tested_positive,614,154,1,2,75.97,67.57,21.37,50.00 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,2,76.62,68.42,20.69,52.00 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,2,71.43,55.56,20.00,60.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,3,73.86,74.55,26.53,61.19 c2d/diabetes,j48,tbin,tested_positive,615,153,1,3,71.24,78.05,31.25,47.76 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,3,73.86,74.55,26.53,61.19 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,3,68.63,78.79,34.17,38.81 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,4,75.97,66.04,18.81,64.81 c2d/diabetes,j48,tbin,tested_positive,614,154,1,4,79.22,76.19,19.64,59.26 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,4,75.97,66.04,18.81,64.81 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,4,75.97,75.76,23.97,46.30 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,5,72.55,56.52,20.56,54.17 c2d/diabetes,j48,tbin,tested_positive,615,153,1,5,75.16,58.93,15.46,68.75 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,5,72.55,56.52,20.56,54.17 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,5,73.20,66.67,25.76,29.17 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,1,77.12,59.26,13.13,71.11 c2d/diabetes,j48,tbin,tested_positive,615,153,2,1,75.16,58.54,18.75,53.33 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,1,77.12,59.26,13.13,71.11 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,1,69.93,49.02,19.61,55.56 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,2,72.73,72.00,26.92,56.25 c2d/diabetes,j48,tbin,tested_positive,614,154,2,2,74.03,75.00,26.42,56.25 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,2,72.73,72.00,26.92,56.25 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,2,69.48,77.42,32.52,37.50 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,3,80.39,69.23,13.86,72.00 c2d/diabetes,j48,tbin,tested_positive,615,153,2,3,79.74,72.09,17.27,62.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,3,80.39,69.23,13.86,72.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,3,73.86,59.62,18.81,62.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,4,74.68,70.83,23.58,57.63 c2d/diabetes,j48,tbin,tested_positive,614,154,2,4,72.73,70.73,26.55,49.15 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,4,74.68,70.83,23.58,57.63 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,4,73.38,73.68,26.72,47.46 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,5,71.24,56.52,22.43,52.00 c2d/diabetes,j48,tbin,tested_positive,615,153,2,5,73.86,63.89,23.08,46.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,5,71.24,56.52,22.43,52.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,5,70.59,60.87,27.69,28.00 c2d/diabetes,bayes,tbin,tested_positive,614,153,3,1,81.05,74.29,16.95,56.52 c2d/diabetes,j48,tbin,tested_positive,614,153,3,1,75.82,62.86,20.34,47.83 c2d/diabetes,nbk,tbin,tested_positive,614,153,3,1,81.05,74.29,16.95,56.52 c2d/diabetes,oneR,tbin,tested_positive,614,153,3,1,73.20,55.56,19.44,54.35 c2d/diabetes,bayes,tbin,tested_positive,613,154,3,2,73.38,69.39,24.76,56.67 c2d/diabetes,j48,tbin,tested_positive,613,154,3,2,73.38,75.68,27.35,46.67 c2d/diabetes,nbk,tbin,tested_positive,613,154,3,2,73.38,69.39,24.76,56.67 c2d/diabetes,oneR,tbin,tested_positive,613,154,3,2,71.43,78.57,30.16,36.67 c2d/diabetes,bayes,tbin,tested_positive,614,153,3,3,77.12,62.26,15.00,68.75 c2d/diabetes,j48,tbin,tested_positive,614,153,3,3,79.74,71.79,17.54,58.33 c2d/diabetes,nbk,tbin,tested_positive,614,153,3,3,77.12,62.26,15.00,68.75 c2d/diabetes,oneR,tbin,tested_positive,614,153,3,3,77.12,70.97,21.31,45.83 c2d/diabetes,bayes,tbin,tested_positive,613,154,3,4,74.68,62.71,17.89,68.52 c2d/diabetes,j48,tbin,tested_positive,613,154,3,4,74.68,63.64,19.19,64.81 c2d/diabetes,nbk,tbin,tested_positive,613,154,3,4,74.68,62.71,17.89,68.52 c2d/diabetes,oneR,tbin,tested_positive,613,154,3,4,74.03,70.59,25.00,44.44 c2d/diabetes,bayes,tbin,tested_positive,614,153,3,5,71.90,65.45,24.49,60.00 c2d/diabetes,j48,tbin,tested_positive,614,153,3,5,71.24,69.05,27.93,48.33 c2d/diabetes,nbk,tbin,tested_positive,614,153,3,5,71.90,65.45,24.49,60.00 c2d/diabetes,oneR,tbin,tested_positive,614,153,3,5,69.93,73.33,30.89,36.67 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,1,77.78,68.89,18.52,60.78 c2d/diabetes,j48,tbin,tested_positive,615,153,4,1,73.86,66.67,24.17,43.14 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,1,77.78,68.89,18.52,60.78 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,1,71.24,57.14,22.12,54.90 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,2,77.27,63.64,15.15,70.00 c2d/diabetes,j48,tbin,tested_positive,614,154,4,2,77.27,65.31,17.14,64.00 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,2,77.27,63.64,15.15,70.00 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,2,72.73,57.14,18.37,64.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,3,70.59,63.83,26.42,51.72 c2d/diabetes,j48,tbin,tested_positive,615,153,4,3,74.51,75.68,25.86,48.28 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,3,70.59,63.83,26.42,51.72 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,3,69.93,71.43,30.40,34.48 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,4,75.32,69.09,21.21,64.41 c2d/diabetes,j48,tbin,tested_positive,614,154,4,4,74.03,71.11,24.77,54.24 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,4,75.32,69.09,21.21,64.41 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,4,72.73,77.42,28.46,40.68 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,5,73.86,60.00,19.42,60.00 c2d/diabetes,j48,tbin,tested_positive,615,153,4,5,75.16,62.00,18.45,62.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,5,73.86,60.00,19.42,60.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,5,75.16,75.00,24.81,36.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,1,76.47,71.74,21.50,58.93 c2d/diabetes,j48,tbin,tested_positive,615,153,5,1,77.78,73.91,20.56,60.71 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,1,76.47,71.74,21.50,58.93 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,1,72.55,73.33,27.64,39.29 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,2,74.03,60.78,19.42,60.78 c2d/diabetes,j48,tbin,tested_positive,614,154,5,2,75.32,66.67,21.74,50.98 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,2,74.03,60.78,19.42,60.78 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,2,69.48,54.00,23.08,52.94 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,3,77.78,78.26,22.43,60.00 c2d/diabetes,j48,tbin,tested_positive,615,153,5,3,71.90,74.29,28.81,43.33 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,3,77.78,78.26,22.43,60.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,3,70.59,82.61,31.54,31.67 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,4,72.08,60.66,20.43,66.07 c2d/diabetes,j48,tbin,tested_positive,614,154,5,4,79.87,79.07,19.82,60.71 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,4,72.08,60.66,20.43,66.07 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,4,76.62,83.33,25.00,44.64 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,5,77.78,62.22,15.74,62.22 c2d/diabetes,j48,tbin,tested_positive,615,153,5,5,73.86,55.56,18.52,55.56 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,5,77.78,62.22,15.74,62.22 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,5,75.16,62.07,21.77,40.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,1,77.12,69.09,18.37,67.86 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,1,78.43,75.56,20.37,60.71 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,1,77.12,69.09,18.37,67.86 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,1,73.20,85.71,28.79,32.14 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,2,79.87,74.07,17.00,70.18 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,2,77.27,73.91,21.30,59.65 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,2,79.87,74.07,17.00,70.18 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,2,72.08,75.00,28.57,36.84 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,3,78.43,55.77,9.90,74.36 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,3,79.08,57.14,10.58,71.79 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,3,78.43,55.77,9.90,74.36 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,3,69.93,43.40,16.00,58.97 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,4,75.97,69.57,21.30,58.18 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,4,75.32,66.67,20.39,61.82 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,4,75.97,69.57,21.30,58.18 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,4,75.32,84.00,26.36,38.18 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,5,79.74,75.86,17.89,72.13 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,5,81.05,80.77,18.81,68.85 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,5,79.74,75.86,17.89,72.13 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,5,74.51,84.38,28.10,44.26 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,2,1,79.08,68.85,14.13,76.36 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,2,1,76.47,65.57,16.30,72.73 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,2,1,79.08,68.85,14.13,76.36 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,2,1,75.16,81.48,26.19,40.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,2,2,77.92,66.00,16.35,66.00 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,2,2,80.52,72.73,16.36,64.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,2,2,77.92,66.00,16.35,66.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,2,2,78.57,81.48,22.05,44.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,2,3,75.16,65.38,19.80,62.96 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,2,3,73.86,65.91,22.94,53.70 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,2,3,75.16,65.38,19.80,62.96 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,2,3,70.59,73.68,29.85,25.93 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,2,4,81.82,76.92,15.69,71.43 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,2,4,81.17,75.47,15.84,71.43 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,2,4,81.82,76.92,15.69,71.43 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,2,4,73.38,77.78,27.56,37.50 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,2,5,77.12,68.09,18.87,61.54 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,2,5,77.12,71.79,21.05,53.85 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,2,5,77.12,68.09,18.87,61.54 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,2,5,75.82,85.71,25.76,34.62 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,1,77.78,59.18,13.46,67.44 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,1,75.82,55.77,13.86,67.44 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,1,77.78,59.18,13.46,67.44 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,1,70.59,48.15,17.17,60.47 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,2,82.47,76.92,14.71,72.73 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,2,79.87,73.08,16.67,69.09 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,2,82.47,76.92,14.71,72.73 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,2,74.03,80.00,27.13,36.36 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,3,79.74,63.83,13.21,68.18 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,3,78.43,64.10,16.67,56.82 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,3,79.74,63.83,13.21,68.18 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,3,82.35,94.74,19.40,40.91 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,4,75.97,72.92,22.64,59.32 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,4,74.68,71.74,24.07,55.93 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,4,75.97,72.92,22.64,59.32 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,4,68.18,75.00,32.84,25.42 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,5,74.51,71.43,23.33,68.18 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,5,72.55,72.22,27.27,59.09 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,5,74.51,71.43,23.33,68.18 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,5,68.63,78.12,33.88,37.88 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,1,79.74,68.75,15.24,67.35 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,1,83.01,84.85,17.50,57.14 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,1,79.74,68.75,15.24,67.35 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,1,80.39,95.24,21.97,40.82 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,2,79.22,71.43,16.33,71.43 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,2,71.43,68.75,27.87,39.29 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,2,79.22,71.43,16.33,71.43 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,2,70.13,77.78,30.88,25.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,3,79.74,67.24,12.63,76.47 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,3,78.43,68.00,16.50,66.67 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,3,79.74,67.24,12.63,76.47 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,3,74.51,70.00,24.39,41.18 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,4,70.78,62.00,25.00,54.39 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,4,74.68,70.45,23.64,54.39 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,4,70.78,62.00,25.00,54.39 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,4,69.48,58.62,23.96,59.65 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,5,78.43,69.64,16.49,70.91 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,5,77.78,74.42,20.91,58.18 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,5,78.43,69.64,16.49,70.91 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,5,72.55,74.07,27.78,36.36 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,1,77.12,70.21,19.81,61.11 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,1,77.12,74.36,21.93,53.70 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,1,77.12,70.21,19.81,61.11 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,1,73.86,81.82,27.48,33.33 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,2,79.22,72.13,16.13,74.58 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,2,79.22,72.88,16.84,72.88 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,2,79.22,72.13,16.13,74.58 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,2,71.43,82.61,30.53,32.20 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,3,80.39,78.00,18.45,67.24 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,3,81.70,85.71,19.82,62.07 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,3,80.39,78.00,18.45,67.24 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,3,77.12,87.10,25.41,46.55 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,4,73.38,55.56,17.00,63.83 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,4,72.73,55.81,20.72,51.06 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,4,73.38,55.56,17.00,63.83 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,4,75.32,69.57,23.66,34.04 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,5,79.74,66.67,12.50,76.00 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,5,77.78,65.38,15.84,68.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,5,79.74,66.67,12.50,76.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,5,75.82,78.26,24.62,36.00 /home/donaldb/var/weka/xval.24540 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-c,bayes,cat,>50_1,243,60,1,1,76.67,76.00,22.86,70.37 e2i/heart-c,j48,cat,>50_1,243,60,1,1,75.00,71.43,21.88,74.07 e2i/heart-c,nbk,cat,>50_1,243,60,1,1,78.33,76.92,20.59,74.07 e2i/heart-c,oneR,cat,>50_1,243,60,1,1,71.67,66.67,23.33,74.07 e2i/heart-c,bayes,cat,>50_1,242,61,1,2,88.52,95.00,14.63,76.00 e2i/heart-c,j48,cat,>50_1,242,61,1,2,78.69,71.43,15.15,80.00 e2i/heart-c,nbk,cat,>50_1,242,61,1,2,83.61,85.71,17.50,72.00 e2i/heart-c,oneR,cat,>50_1,242,61,1,2,80.33,78.26,18.42,72.00 e2i/heart-c,bayes,cat,>50_1,243,60,1,3,80.00,76.67,16.67,82.14 e2i/heart-c,j48,cat,>50_1,243,60,1,3,81.67,84.00,20.00,75.00 e2i/heart-c,nbk,cat,>50_1,243,60,1,3,81.67,79.31,16.13,82.14 e2i/heart-c,oneR,cat,>50_1,243,60,1,3,73.33,77.27,28.95,60.71 e2i/heart-c,bayes,cat,>50_1,242,61,1,4,86.89,80.00,8.33,86.96 e2i/heart-c,j48,cat,>50_1,242,61,1,4,73.77,65.22,21.05,65.22 e2i/heart-c,nbk,cat,>50_1,242,61,1,4,86.89,80.00,8.33,86.96 e2i/heart-c,oneR,cat,>50_1,242,61,1,4,73.77,62.96,17.65,73.91 e2i/heart-c,bayes,cat,>50_1,243,60,1,5,88.33,96.67,20.00,82.86 e2i/heart-c,j48,cat,>50_1,243,60,1,5,80.00,84.85,25.93,80.00 e2i/heart-c,nbk,cat,>50_1,243,60,1,5,88.33,96.67,20.00,82.86 e2i/heart-c,oneR,cat,>50_1,243,60,1,5,75.00,81.25,32.14,74.29 e2i/heart-c,bayes,cat,>50_1,243,60,2,1,73.33,65.00,22.50,59.09 e2i/heart-c,j48,cat,>50_1,243,60,2,1,66.67,54.17,25.00,59.09 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e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,3,4,80.33,76.67,16.13,82.14 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,5,83.33,70.83,8.33,85.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,5,71.67,55.56,15.15,75.00 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,5,83.33,70.83,8.33,85.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,5,70.00,54.17,19.44,65.00 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,1,90.00,93.10,12.90,87.10 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,1,83.33,86.21,19.35,80.65 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,1,90.00,93.10,12.90,87.10 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,1,75.00,76.67,26.67,74.19 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,2,81.97,75.00,10.34,88.89 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,2,78.69,73.33,16.13,81.48 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,2,81.97,75.00,10.34,88.89 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,2,80.33,80.00,19.44,74.07 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,3,78.33,80.77,23.53,72.41 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,3,68.33,72.73,34.21,55.17 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,3,78.33,80.77,23.53,72.41 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,3,61.67,60.71,37.50,58.62 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,4,85.25,85.00,14.63,73.91 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,4,73.77,62.07,15.62,78.26 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,4,85.25,85.00,14.63,73.91 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,4,67.21,56.00,25.00,60.87 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,5,83.33,84.62,17.65,78.57 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,5,80.00,83.33,22.22,71.43 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,5,83.33,84.62,17.65,78.57 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,5,73.33,73.08,26.47,67.86 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,1,85.00,86.21,13.33,86.21 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,1,66.67,63.64,29.63,72.41 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,1,85.00,86.21,13.33,86.21 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,1,68.33,70.83,33.33,58.62 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,2,83.61,78.57,12.12,84.62 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,2,77.05,70.00,16.13,80.77 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,2,83.61,78.57,12.12,84.62 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,2,75.41,70.37,20.59,73.08 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,3,85.00,87.10,17.24,84.38 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,3,81.67,81.82,18.52,84.38 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,3,85.00,87.10,17.24,84.38 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,3,76.67,80.00,26.67,75.00 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,4,81.97,76.19,15.00,72.73 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,4,80.33,72.73,15.38,72.73 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,4,81.97,76.19,15.00,72.73 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,4,72.13,60.87,21.05,63.64 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,5,80.00,90.00,25.00,64.29 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,5,76.67,88.89,28.57,57.14 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,5,80.00,90.00,25.00,64.29 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,5,66.67,64.29,31.25,64.29 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-h,bayes,cat,>50_1,235,58,1,1,87.93,91.30,14.29,80.77 e2i/heart-h,j48,cat,>50_1,235,58,1,1,86.21,84.62,12.50,84.62 e2i/heart-h,nbk,cat,>50_1,235,58,1,1,91.38,95.65,11.43,84.62 e2i/heart-h,oneR,cat,>50_1,235,58,1,1,84.48,90.48,18.92,73.08 e2i/heart-h,bayes,cat,>50_1,234,59,1,2,76.27,55.00,12.82,68.75 e2i/heart-h,j48,cat,>50_1,234,59,1,2,72.88,50.00,15.38,62.50 e2i/heart-h,nbk,cat,>50_1,234,59,1,2,77.97,60.00,15.91,56.25 e2i/heart-h,oneR,cat,>50_1,234,59,1,2,71.19,46.67,20.45,43.75 e2i/heart-h,bayes,cat,>50_1,234,59,1,3,83.05,73.68,12.50,73.68 e2i/heart-h,j48,cat,>50_1,234,59,1,3,83.05,73.68,12.50,73.68 e2i/heart-h,nbk,cat,>50_1,234,59,1,3,83.05,76.47,14.29,68.42 e2i/heart-h,oneR,cat,>50_1,234,59,1,3,77.97,66.67,17.07,63.16 e2i/heart-h,bayes,cat,>50_1,234,59,1,4,83.05,82.14,16.13,82.14 e2i/heart-h,j48,cat,>50_1,234,59,1,4,84.75,85.19,15.62,82.14 e2i/heart-h,nbk,cat,>50_1,234,59,1,4,86.44,91.67,17.14,78.57 e2i/heart-h,oneR,cat,>50_1,234,59,1,4,81.36,86.96,22.22,71.43 e2i/heart-h,bayes,cat,>50_1,235,58,1,5,86.21,76.47,9.76,76.47 e2i/heart-h,j48,cat,>50_1,235,58,1,5,72.41,52.94,19.51,52.94 e2i/heart-h,nbk,cat,>50_1,235,58,1,5,86.21,80.00,11.63,70.59 e2i/heart-h,oneR,cat,>50_1,235,58,1,5,82.76,76.92,15.56,58.82 e2i/heart-h,bayes,cat,>50_1,236,58,2,1,84.48,76.19,10.81,80.00 e2i/heart-h,j48,cat,>50_1,236,58,2,1,79.31,72.22,17.50,65.00 e2i/heart-h,nbk,cat,>50_1,236,58,2,1,86.21,80.00,10.53,80.00 e2i/heart-h,oneR,cat,>50_1,236,58,2,1,82.76,75.00,13.16,75.00 e2i/heart-h,bayes,cat,>50_1,235,59,2,2,83.05,78.26,13.89,78.26 e2i/heart-h,j48,cat,>50_1,235,59,2,2,83.05,78.26,13.89,78.26 e2i/heart-h,nbk,cat,>50_1,235,59,2,2,84.75,81.82,13.51,78.26 e2i/heart-h,oneR,cat,>50_1,235,59,2,2,83.05,84.21,17.50,69.57 e2i/heart-h,bayes,cat,>50_1,235,59,2,3,86.44,82.35,11.90,73.68 e2i/heart-h,j48,cat,>50_1,235,59,2,3,77.97,71.43,20.00,52.63 e2i/heart-h,nbk,cat,>50_1,235,59,2,3,84.75,81.25,13.95,68.42 e2i/heart-h,oneR,cat,>50_1,235,59,2,3,77.97,71.43,20.00,52.63 e2i/heart-h,bayes,cat,>50_1,235,59,2,4,83.05,73.33,13.64,64.71 e2i/heart-h,j48,cat,>50_1,235,59,2,4,77.97,62.50,16.28,58.82 e2i/heart-h,nbk,cat,>50_1,235,59,2,4,84.75,83.33,14.89,58.82 e2i/heart-h,oneR,cat,>50_1,235,59,2,4,83.05,73.33,13.64,64.71 e2i/heart-h,bayes,cat,>50_1,236,58,2,5,84.48,87.50,17.65,77.78 e2i/heart-h,j48,cat,>50_1,236,58,2,5,86.21,85.19,12.90,85.19 e2i/heart-h,nbk,cat,>50_1,236,58,2,5,89.66,95.65,14.29,81.48 e2i/heart-h,oneR,cat,>50_1,236,58,2,5,77.59,85.00,26.32,62.96 e2i/heart-h,bayes,cat,>50_1,236,58,3,1,77.59,70.37,16.13,79.17 e2i/heart-h,j48,cat,>50_1,236,58,3,1,75.86,77.78,25.00,58.33 e2i/heart-h,nbk,cat,>50_1,236,58,3,1,84.48,82.61,14.29,79.17 e2i/heart-h,oneR,cat,>50_1,236,58,3,1,82.76,81.82,16.67,75.00 e2i/heart-h,bayes,cat,>50_1,235,59,3,2,88.14,83.33,9.76,78.95 e2i/heart-h,j48,cat,>50_1,235,59,3,2,77.97,68.75,18.60,57.89 e2i/heart-h,nbk,cat,>50_1,235,59,3,2,83.05,80.00,15.91,63.16 e2i/heart-h,oneR,cat,>50_1,235,59,3,2,77.97,71.43,20.00,52.63 e2i/heart-h,bayes,cat,>50_1,235,59,3,3,84.75,84.00,14.71,80.77 e2i/heart-h,j48,cat,>50_1,235,59,3,3,79.66,76.92,18.18,76.92 e2i/heart-h,nbk,cat,>50_1,235,59,3,3,84.75,86.96,16.67,76.92 e2i/heart-h,oneR,cat,>50_1,235,59,3,3,76.27,83.33,26.83,57.69 e2i/heart-h,bayes,cat,>50_1,235,59,3,4,86.44,80.00,11.36,70.59 e2i/heart-h,j48,cat,>50_1,235,59,3,4,84.75,78.57,13.33,64.71 e2i/heart-h,nbk,cat,>50_1,235,59,3,4,88.14,91.67,12.77,64.71 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_1,236,58,3,5,86.21,83.33,12.50,75.00 e2i/heart-h,j48,cat,>50_1,236,58,3,5,79.31,72.22,17.50,65.00 e2i/heart-h,nbk,cat,>50_1,236,58,3,5,86.21,83.33,12.50,75.00 e2i/heart-h,oneR,cat,>50_1,236,58,3,5,77.59,68.42,17.95,65.00 e2i/heart-h,bayes,cat,>50_1,236,58,4,1,82.76,88.24,19.51,65.22 e2i/heart-h,j48,cat,>50_1,236,58,4,1,84.48,85.00,15.79,73.91 e2i/heart-h,nbk,cat,>50_1,236,58,4,1,87.93,100.00,16.67,69.57 e2i/heart-h,oneR,cat,>50_1,236,58,4,1,74.14,75.00,26.19,52.17 e2i/heart-h,bayes,cat,>50_1,235,59,4,2,83.05,81.82,16.22,75.00 e2i/heart-h,j48,cat,>50_1,235,59,4,2,76.27,77.78,24.39,58.33 e2i/heart-h,nbk,cat,>50_1,235,59,4,2,84.75,85.71,15.79,75.00 e2i/heart-h,oneR,cat,>50_1,235,59,4,2,76.27,72.73,21.62,66.67 e2i/heart-h,bayes,cat,>50_1,235,59,4,3,83.05,73.91,11.11,80.95 e2i/heart-h,j48,cat,>50_1,235,59,4,3,76.27,66.67,18.42,66.67 e2i/heart-h,nbk,cat,>50_1,235,59,4,3,79.66,71.43,15.79,71.43 e2i/heart-h,oneR,cat,>50_1,235,59,4,3,77.97,70.00,17.95,66.67 e2i/heart-h,bayes,cat,>50_1,235,59,4,4,89.83,77.78,4.88,87.50 e2i/heart-h,j48,cat,>50_1,235,59,4,4,86.44,83.33,12.77,62.50 e2i/heart-h,nbk,cat,>50_1,235,59,4,4,89.83,85.71,8.89,75.00 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e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,5,5,65.52,37.04,9.68,76.92 /home/donaldb/var/weka/xval.2457 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/ionosphere,bayes,cat,g,281,70,1,1,82.86,91.30,33.33,84.00 e2i/ionosphere,j48,cat,g,281,70,1,1,90.00,90.57,11.76,96.00 e2i/ionosphere,nbk,cat,g,281,70,1,1,92.86,92.45,5.88,98.00 e2i/ionosphere,oneR,cat,g,281,70,1,1,81.43,82.46,23.08,94.00 e2i/ionosphere,bayes,cat,g,281,70,1,2,87.14,95.00,23.33,84.44 e2i/ionosphere,j48,cat,g,281,70,1,2,92.86,90.00,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,1,2,95.71,97.73,7.69,95.56 e2i/ionosphere,oneR,cat,g,281,70,1,2,90.00,89.58,9.09,95.56 e2i/ionosphere,bayes,cat,g,281,70,1,3,82.86,88.89,23.53,80.00 e2i/ionosphere,j48,cat,g,281,70,1,3,85.71,89.47,18.75,85.00 e2i/ionosphere,nbk,cat,g,281,70,1,3,85.71,89.47,18.75,85.00 e2i/ionosphere,oneR,cat,g,281,70,1,3,81.43,81.40,18.52,87.50 e2i/ionosphere,bayes,cat,g,281,70,1,4,71.43,93.10,43.90,60.00 e2i/ionosphere,j48,cat,g,281,70,1,4,91.43,93.33,12.00,93.33 e2i/ionosphere,nbk,cat,g,281,70,1,4,91.43,95.35,14.81,91.11 e2i/ionosphere,oneR,cat,g,281,70,1,4,88.57,93.02,18.52,88.89 e2i/ionosphere,bayes,cat,g,281,70,1,5,80.00,87.50,30.00,79.55 e2i/ionosphere,j48,cat,g,281,70,1,5,92.86,95.35,11.11,93.18 e2i/ionosphere,nbk,cat,g,281,70,1,5,92.86,95.35,11.11,93.18 e2i/ionosphere,oneR,cat,g,281,70,1,5,81.43,81.63,19.05,90.91 e2i/ionosphere,bayes,cat,g,281,70,2,1,72.86,87.88,40.54,65.91 e2i/ionosphere,j48,cat,g,281,70,2,1,91.43,88.00,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,2,1,88.57,92.86,17.86,88.64 e2i/ionosphere,oneR,cat,g,281,70,2,1,78.57,80.85,26.09,86.36 e2i/ionosphere,bayes,cat,g,281,70,2,2,87.14,90.70,18.52,88.64 e2i/ionosphere,j48,cat,g,281,70,2,2,87.14,87.23,13.04,93.18 e2i/ionosphere,nbk,cat,g,281,70,2,2,90.00,91.11,12.00,93.18 e2i/ionosphere,oneR,cat,g,281,70,2,2,77.14,86.84,34.38,75.00 e2i/ionosphere,bayes,cat,g,281,70,2,3,85.71,93.48,29.17,86.00 e2i/ionosphere,j48,cat,g,281,70,2,3,91.43,94.00,15.00,94.00 e2i/ionosphere,nbk,cat,g,281,70,2,3,92.86,94.12,10.53,96.00 e2i/ionosphere,oneR,cat,g,281,70,2,3,82.86,91.30,33.33,84.00 e2i/ionosphere,bayes,cat,g,281,70,2,4,80.00,86.67,25.00,72.22 e2i/ionosphere,j48,cat,g,281,70,2,4,88.57,83.33,3.57,97.22 e2i/ionosphere,nbk,cat,g,281,70,2,4,90.00,93.94,13.51,86.11 e2i/ionosphere,oneR,cat,g,281,70,2,4,77.14,71.74,12.50,91.67 e2i/ionosphere,bayes,cat,g,281,70,2,5,85.71,95.45,30.77,84.00 e2i/ionosphere,j48,cat,g,281,70,2,5,95.71,97.96,9.52,96.00 e2i/ionosphere,nbk,cat,g,281,70,2,5,94.29,97.92,13.64,94.00 e2i/ionosphere,oneR,cat,g,281,70,2,5,77.14,85.42,40.91,82.00 e2i/ionosphere,bayes,cat,g,281,70,3,1,81.43,100.00,36.11,72.34 e2i/ionosphere,j48,cat,g,281,70,3,1,94.29,100.00,14.81,91.49 e2i/ionosphere,nbk,cat,g,281,70,3,1,91.43,100.00,20.69,87.23 e2i/ionosphere,oneR,cat,g,281,70,3,1,81.43,86.96,29.17,85.11 e2i/ionosphere,bayes,cat,g,281,70,3,2,78.57,89.47,34.38,75.56 e2i/ionosphere,j48,cat,g,281,70,3,2,90.00,89.58,9.09,95.56 e2i/ionosphere,nbk,cat,g,281,70,3,2,87.14,90.91,19.23,88.89 e2i/ionosphere,oneR,cat,g,281,70,3,2,82.86,88.37,25.93,84.44 e2i/ionosphere,bayes,cat,g,281,70,3,3,85.71,87.50,18.18,91.30 e2i/ionosphere,j48,cat,g,281,70,3,3,88.57,86.54,5.56,97.83 e2i/ionosphere,nbk,cat,g,281,70,3,3,91.43,91.67,9.09,95.65 e2i/ionosphere,oneR,cat,g,281,70,3,3,78.57,79.25,23.53,91.30 e2i/ionosphere,bayes,cat,g,281,70,3,4,85.71,90.00,20.00,85.71 e2i/ionosphere,j48,cat,g,281,70,3,4,92.86,91.11,4.00,97.62 e2i/ionosphere,nbk,cat,g,281,70,3,4,95.71,93.33,0.00,100.00 e2i/ionosphere,oneR,cat,g,281,70,3,4,84.29,82.98,13.04,92.86 e2i/ionosphere,bayes,cat,g,281,70,3,5,81.43,92.11,31.25,77.78 e2i/ionosphere,j48,cat,g,281,70,3,5,84.29,86.96,20.83,88.89 e2i/ionosphere,nbk,cat,g,281,70,3,5,92.86,95.45,11.54,93.33 e2i/ionosphere,oneR,cat,g,281,70,3,5,81.43,84.78,25.00,86.67 e2i/ionosphere,bayes,cat,g,281,70,4,1,77.14,89.19,36.36,73.33 e2i/ionosphere,j48,cat,g,281,70,4,1,90.00,89.58,9.09,95.56 e2i/ionosphere,nbk,cat,g,281,70,4,1,88.57,91.11,16.00,91.11 e2i/ionosphere,oneR,cat,g,281,70,4,1,87.14,89.13,16.67,91.11 e2i/ionosphere,bayes,cat,g,281,70,4,2,80.00,86.84,28.12,78.57 e2i/ionosphere,j48,cat,g,281,70,4,2,87.14,83.67,4.76,97.62 e2i/ionosphere,nbk,cat,g,281,70,4,2,87.14,92.31,19.35,85.71 e2i/ionosphere,oneR,cat,g,281,70,4,2,72.86,74.47,30.43,83.33 e2i/ionosphere,bayes,cat,g,281,70,4,3,85.71,88.10,17.86,88.10 e2i/ionosphere,j48,cat,g,281,70,4,3,82.86,80.00,10.00,95.24 e2i/ionosphere,nbk,cat,g,281,70,4,3,92.86,93.02,7.41,95.24 e2i/ionosphere,oneR,cat,g,281,70,4,3,81.43,77.36,5.88,97.62 e2i/ionosphere,bayes,cat,g,281,70,4,4,82.86,97.37,34.38,77.08 e2i/ionosphere,j48,cat,g,281,70,4,4,94.29,97.83,12.50,93.75 e2i/ionosphere,nbk,cat,g,281,70,4,4,95.71,97.87,8.70,95.83 e2i/ionosphere,oneR,cat,g,281,70,4,4,82.86,89.13,29.17,85.42 e2i/ionosphere,bayes,cat,g,281,70,4,5,88.57,97.62,25.00,85.42 e2i/ionosphere,j48,cat,g,281,70,4,5,94.29,97.83,12.50,93.75 e2i/ionosphere,nbk,cat,g,281,70,4,5,95.71,97.87,8.70,95.83 e2i/ionosphere,oneR,cat,g,281,70,4,5,84.29,89.36,26.09,87.50 e2i/ionosphere,bayes,cat,g,281,70,5,1,77.14,94.59,42.42,71.43 e2i/ionosphere,j48,cat,g,281,70,5,1,98.57,98.00,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,5,1,92.86,97.83,16.67,91.84 e2i/ionosphere,oneR,cat,g,281,70,5,1,82.86,83.64,20.00,93.88 e2i/ionosphere,bayes,cat,g,281,70,5,2,84.29,80.00,10.00,91.43 e2i/ionosphere,j48,cat,g,281,70,5,2,82.86,76.74,7.41,94.29 e2i/ionosphere,nbk,cat,g,281,70,5,2,88.57,82.93,3.45,97.14 e2i/ionosphere,oneR,cat,g,281,70,5,2,74.29,68.89,16.00,88.57 e2i/ionosphere,bayes,cat,g,281,70,5,3,80.00,89.74,32.26,77.78 e2i/ionosphere,j48,cat,g,281,70,5,3,84.29,84.00,15.00,93.33 e2i/ionosphere,nbk,cat,g,281,70,5,3,91.43,93.33,12.00,93.33 e2i/ionosphere,oneR,cat,g,281,70,5,3,82.86,85.11,21.74,88.89 e2i/ionosphere,bayes,cat,g,281,70,5,4,82.86,94.87,32.26,78.72 e2i/ionosphere,j48,cat,g,281,70,5,4,85.71,93.02,25.93,85.11 e2i/ionosphere,nbk,cat,g,281,70,5,4,92.86,97.73,15.38,91.49 e2i/ionosphere,oneR,cat,g,281,70,5,4,84.29,95.00,30.00,80.85 e2i/ionosphere,bayes,cat,g,281,70,5,5,84.29,97.44,32.26,79.17 e2i/ionosphere,j48,cat,g,281,70,5,5,94.29,100.00,15.38,91.67 e2i/ionosphere,nbk,cat,g,281,70,5,5,91.43,95.65,16.67,91.67 e2i/ionosphere,oneR,cat,g,281,70,5,5,88.57,93.48,20.83,89.58 e2i/ionosphere,bayes,disctree,g,281,70,1,1,87.14,95.35,25.93,85.42 e2i/ionosphere,j48,disctree,g,281,70,1,1,88.57,95.45,23.08,87.50 e2i/ionosphere,nbk,disctree,g,281,70,1,1,87.14,95.35,25.93,85.42 e2i/ionosphere,oneR,disctree,g,281,70,1,1,87.14,84.21,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,1,2,92.86,89.13,0.00,100.00 e2i/ionosphere,j48,disctree,g,281,70,1,2,90.00,88.64,7.69,95.12 e2i/ionosphere,nbk,disctree,g,281,70,1,2,92.86,89.13,0.00,100.00 e2i/ionosphere,oneR,disctree,g,281,70,1,2,74.29,69.49,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,1,3,81.43,81.48,18.75,93.62 e2i/ionosphere,j48,disctree,g,281,70,1,3,82.86,80.70,7.69,97.87 e2i/ionosphere,nbk,disctree,g,281,70,1,3,81.43,81.48,18.75,93.62 e2i/ionosphere,oneR,disctree,g,281,70,1,3,82.86,79.66,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,1,4,92.86,91.49,4.35,97.73 e2i/ionosphere,j48,disctree,g,281,70,1,4,94.29,91.67,0.00,100.00 e2i/ionosphere,nbk,disctree,g,281,70,1,4,92.86,91.49,4.35,97.73 e2i/ionosphere,oneR,disctree,g,281,70,1,4,81.43,77.19,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,1,5,91.43,95.35,14.81,91.11 e2i/ionosphere,j48,disctree,g,281,70,1,5,91.43,89.80,4.76,97.78 e2i/ionosphere,nbk,disctree,g,281,70,1,5,91.43,95.35,14.81,91.11 e2i/ionosphere,oneR,disctree,g,281,70,1,5,87.14,83.33,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,1,82.86,81.25,13.64,92.86 e2i/ionosphere,j48,disctree,g,281,70,2,1,87.14,85.11,8.70,95.24 e2i/ionosphere,nbk,disctree,g,281,70,2,1,82.86,81.25,13.64,92.86 e2i/ionosphere,oneR,disctree,g,281,70,2,1,81.43,76.36,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,2,91.43,92.31,11.11,96.00 e2i/ionosphere,j48,disctree,g,281,70,2,2,87.14,87.27,13.33,96.00 e2i/ionosphere,nbk,disctree,g,281,70,2,2,91.43,92.31,11.11,96.00 e2i/ionosphere,oneR,disctree,g,281,70,2,2,81.43,79.37,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,3,88.57,90.24,13.79,90.24 e2i/ionosphere,j48,disctree,g,281,70,2,3,87.14,84.78,8.33,95.12 e2i/ionosphere,nbk,disctree,g,281,70,2,3,88.57,90.24,13.79,90.24 e2i/ionosphere,oneR,disctree,g,281,70,2,3,78.57,73.21,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,4,90.00,91.84,14.29,93.75 e2i/ionosphere,j48,disctree,g,281,70,2,4,91.43,93.75,13.64,93.75 e2i/ionosphere,nbk,disctree,g,281,70,2,4,90.00,91.84,14.29,93.75 e2i/ionosphere,oneR,disctree,g,281,70,2,4,82.86,80.00,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,5,92.86,97.56,13.79,90.91 e2i/ionosphere,j48,disctree,g,281,70,2,5,90.00,95.12,17.24,88.64 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e2i/ionosphere,j48,fayyadIrani,g,281,70,1,3,84.29,80.49,10.34,91.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,3,90.00,87.18,6.45,94.44 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,3,84.29,79.07,7.41,94.44 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,4,92.86,93.88,9.52,95.83 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,4,87.14,86.79,11.76,95.83 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,4,92.86,93.88,9.52,95.83 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,4,84.29,87.76,23.81,89.58 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,5,91.43,91.84,9.52,95.74 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,5,91.43,100.00,20.69,87.23 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,5,91.43,91.84,9.52,95.74 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,5,91.43,93.62,13.04,93.62 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,1,94.29,93.75,4.55,97.83 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,1,91.43,88.46,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,1,94.29,93.75,4.55,97.83 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,1,85.71,83.33,6.25,97.83 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,2,87.14,89.13,16.67,91.11 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,2,90.00,89.58,9.09,95.56 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,2,87.14,89.13,16.67,91.11 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,2,85.71,87.23,17.39,91.11 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,3,94.29,93.33,4.00,97.67 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,3,95.71,95.45,3.85,97.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,3,94.29,93.33,4.00,97.67 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,3,85.71,88.37,18.52,88.37 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,4,87.14,85.71,9.52,95.45 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,4,90.00,91.11,12.00,93.18 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,4,87.14,85.71,9.52,95.45 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,4,85.71,85.42,13.64,93.18 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,5,91.43,91.84,9.52,95.74 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,5,87.14,88.00,15.00,93.62 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,5,91.43,91.84,9.52,95.74 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,5,85.71,84.91,11.76,95.74 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,1,88.57,83.67,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,1,85.71,81.63,4.76,97.56 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,1,88.57,83.67,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,1,81.43,78.00,10.00,95.12 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,2,91.43,93.48,12.50,93.48 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,2,77.14,80.00,30.00,86.96 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,2,91.43,93.48,12.50,93.48 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,2,85.71,87.50,18.18,91.30 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,3,91.43,90.91,7.69,95.24 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,3,92.86,91.11,4.00,97.62 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,3,91.43,90.91,7.69,95.24 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,3,90.00,87.23,4.35,97.62 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,4,87.14,91.67,22.73,89.80 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,4,91.43,95.74,17.39,91.84 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,4,87.14,91.67,22.73,89.80 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,4,92.86,95.83,13.64,93.88 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,5,95.71,95.74,4.35,97.83 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,5,94.29,93.75,4.55,97.83 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,5,95.71,95.74,4.35,97.83 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,5,88.57,91.30,16.67,91.30 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,1,91.43,95.92,19.05,92.16 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,1,92.86,94.23,11.11,96.08 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,1,91.43,95.92,19.05,92.16 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,1,94.29,94.34,5.88,98.04 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,2,90.00,90.24,10.34,92.50 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,2,85.71,84.09,11.54,92.50 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,2,90.00,90.24,10.34,92.50 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,2,85.71,82.61,8.33,95.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,3,92.86,91.49,4.35,97.73 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,3,91.43,93.18,11.54,93.18 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,3,92.86,91.49,4.35,97.73 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,3,88.57,89.13,12.50,93.18 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,4,82.86,81.82,15.38,90.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,4,87.14,86.05,11.11,92.50 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,4,82.86,81.82,15.38,90.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,4,81.43,80.00,16.00,90.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,5,95.71,94.34,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,5,90.00,93.88,19.05,92.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,5,95.71,94.34,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,5,88.57,92.00,20.00,92.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,1,85.71,87.23,17.39,91.11 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,1,85.71,88.89,20.00,88.89 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,1,85.71,87.23,17.39,91.11 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,1,81.43,82.00,20.00,91.11 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,2,92.86,94.23,11.11,96.08 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,2,88.57,90.57,17.65,94.12 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,2,92.86,94.23,11.11,96.08 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,2,92.86,92.59,6.25,98.04 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,3,90.00,88.00,5.00,97.78 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,3,91.43,89.80,4.76,97.78 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,3,90.00,88.00,5.00,97.78 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,3,88.57,86.27,5.26,97.78 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,4,92.86,95.35,11.11,93.18 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,4,91.43,91.30,8.33,95.45 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,4,92.86,95.35,11.11,93.18 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,4,88.57,90.91,15.38,90.91 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,5,91.43,90.48,7.14,95.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,5,90.00,88.37,7.41,95.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,5,91.43,90.48,7.14,95.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,5,82.86,81.82,15.38,90.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/iris,bayes,cat,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,2,96.67,88.89,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,4,86.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,3,90.00,77.78,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,4,86.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,5,86.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,5,93.33,92.86,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,5,96.67,91.67,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,2,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,3,93.33,90.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,9.09,88.89 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,2,93.33,100.00,7.14,83.33 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,2,93.33,100.00,7.14,83.33 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,2,86.67,100.00,13.33,66.67 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,4,90.00,100.00,11.11,87.50 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,4,90.00,100.00,20.00,77.78 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,4,90.00,100.00,11.11,87.50 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,4,86.67,100.00,20.00,77.78 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,11.11,91.67 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,11.11,91.67 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,11.11,91.67 e2i/iris,bayes,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,2,1,89.66,100.00,9.09,90.91 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,2,93.33,100.00,7.69,87.50 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,3,83.33,100.00,28.57,83.33 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,3,86.67,100.00,28.57,83.33 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,3,83.33,100.00,28.57,83.33 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,3,73.33,100.00,50.00,58.33 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,7.14,90.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,7.14,90.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,5,90.00,100.00,7.14,90.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,2,96.67,100.00,9.09,90.91 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,2,96.67,100.00,9.09,90.91 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,2,93.33,100.00,16.67,81.82 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,3,90.00,100.00,5.88,75.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,4,93.33,100.00,12.50,92.86 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,4,93.33,100.00,12.50,92.86 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,4,90.00,100.00,12.50,92.86 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,5,93.33,100.00,10.00,90.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,5,93.33,100.00,10.00,90.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,5,86.67,100.00,10.00,90.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,16.67,93.33 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,2,90.00,100.00,37.50,80.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,16.67,93.33 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,2,90.00,100.00,37.50,80.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,3,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,3,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,4,90.00,100.00,20.00,80.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,4,90.00,100.00,20.00,80.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,4,90.00,100.00,20.00,80.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,4,86.67,100.00,20.00,80.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,5,93.33,100.00,5.88,83.33 e2i/iris,bayes,disctree,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,5,1,93.10,100.00,10.00,90.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,2,86.67,100.00,10.00,87.50 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,2,86.67,100.00,10.00,87.50 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,2,80.00,100.00,18.18,77.78 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,7.14,85.71 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,7.14,85.71 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,7.14,85.71 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,4,90.00,100.00,9.09,87.50 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,4,86.67,100.00,16.67,75.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,4,90.00,100.00,9.09,87.50 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,4,86.67,100.00,16.67,77.78 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,2,90.00,80.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,2,86.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,2,86.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,5,93.33,100.00,16.67,91.67 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,3,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,14.29,90.91 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,5,83.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,5,86.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,5,83.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,5,86.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,3,86.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,3,86.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,2,1,82.76,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,2,1,82.76,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,2,1,82.76,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,2,1,82.76,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,5,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 /home/donaldb/var/weka/xval.12834 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,1,89.67,91.00,11.50,87.50 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,1,99.37,99.36,0.61,99.36 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,1,89.67,91.00,11.50,87.50 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,1,66.51,69.29,35.32,56.41 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,2,84.35,84.44,15.73,82.79 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,2,99.53,99.67,0.60,99.35 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,2,84.35,84.44,15.73,82.79 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,2,69.17,77.07,34.56,51.30 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,3,88.58,91.19,13.66,85.13 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,3,99.37,99.68,0.92,99.05 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,3,88.58,91.19,13.66,85.13 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,3,66.82,77.66,37.69,46.20 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,4,88.73,88.36,10.95,87.16 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,4,99.22,98.99,0.58,99.32 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,4,88.73,88.36,10.95,87.16 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,4,66.98,68.56,33.90,53.04 j2p/kr-vs-kp,bayes,cat,nowin,2556,636,1,5,87.89,86.78,11.14,87.07 j2p/kr-vs-kp,j48,cat,nowin,2556,636,1,5,99.37,100.00,1.16,98.64 j2p/kr-vs-kp,nbk,cat,nowin,2556,636,1,5,87.89,86.78,11.14,87.07 j2p/kr-vs-kp,oneR,cat,nowin,2556,636,1,5,68.87,74.49,33.64,49.66 j2p/kr-vs-kp,bayes,cat,nowin,2557,639,2,1,88.26,89.26,12.61,86.08 j2p/kr-vs-kp,j48,cat,nowin,2557,639,2,1,99.37,100.00,1.20,98.71 j2p/kr-vs-kp,nbk,cat,nowin,2557,639,2,1,88.26,89.26,12.61,86.08 j2p/kr-vs-kp,oneR,cat,nowin,2557,639,2,1,67.92,78.57,36.32,46.28 j2p/kr-vs-kp,bayes,cat,nowin,2557,639,2,2,86.70,88.17,14.44,82.55 j2p/kr-vs-kp,j48,cat,nowin,2557,639,2,2,98.28,97.99,1.47,98.32 j2p/kr-vs-kp,nbk,cat,nowin,2557,639,2,2,86.70,88.17,14.44,82.55 j2p/kr-vs-kp,oneR,cat,nowin,2557,639,2,2,68.86,73.68,33.49,51.68 j2p/kr-vs-kp,bayes,cat,nowin,2557,639,2,3,87.79,88.36,12.77,87.27 j2p/kr-vs-kp,j48,cat,nowin,2557,639,2,3,99.53,99.69,0.63,99.38 j2p/kr-vs-kp,nbk,cat,nowin,2557,639,2,3,87.79,88.36,12.77,87.27 j2p/kr-vs-kp,oneR,cat,nowin,2557,639,2,3,67.14,78.87,37.98,47.52 j2p/kr-vs-kp,bayes,cat,nowin,2557,639,2,4,88.89,89.86,11.95,86.64 j2p/kr-vs-kp,j48,cat,nowin,2557,639,2,4,99.53,99.35,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2557,639,2,4,88.89,89.86,11.95,86.64 j2p/kr-vs-kp,oneR,cat,nowin,2557,639,2,4,65.26,72.97,37.89,43.97 j2p/kr-vs-kp,bayes,cat,nowin,2557,639,2,5,87.48,85.05,10.36,87.97 j2p/kr-vs-kp,j48,cat,nowin,2557,639,2,5,99.22,98.97,0.58,99.31 j2p/kr-vs-kp,nbk,cat,nowin,2557,639,2,5,87.48,85.05,10.36,87.97 j2p/kr-vs-kp,oneR,cat,nowin,2557,639,2,5,67.61,67.65,32.42,55.33 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,3,1,87.95,85.15,9.52,88.97 j2p/kr-vs-kp,j48,cat,nowin,2553,639,3,1,99.37,99.65,0.85,98.97 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,3,1,87.95,85.15,9.52,88.97 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,3,1,69.48,73.63,32.42,51.03 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,3,2,84.66,83.83,14.58,83.83 j2p/kr-vs-kp,j48,cat,nowin,2553,639,3,2,99.22,99.01,0.60,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,3,2,84.66,83.83,14.58,83.83 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,3,2,68.70,75.88,34.55,49.83 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,3,3,87.64,90.46,14.93,84.62 j2p/kr-vs-kp,j48,cat,nowin,2553,639,3,3,99.22,99.38,0.95,99.08 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,3,3,87.64,90.46,14.93,84.62 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,3,3,64.01,69.23,39.29,52.62 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,3,4,86.38,88.24,15.32,84.11 j2p/kr-vs-kp,j48,cat,nowin,2553,639,3,4,99.69,99.38,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,3,4,86.38,88.24,15.32,84.11 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,3,4,66.98,81.25,38.44,44.55 j2p/kr-vs-kp,bayes,cat,nowin,2556,636,3,5,89.94,90.15,10.22,86.97 j2p/kr-vs-kp,j48,cat,nowin,2556,636,3,5,99.53,99.65,0.57,99.30 j2p/kr-vs-kp,nbk,cat,nowin,2556,636,3,5,89.94,90.15,10.22,86.97 j2p/kr-vs-kp,oneR,cat,nowin,2556,636,3,5,69.18,73.16,32.51,48.94 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,4,1,87.01,89.64,15.04,82.30 j2p/kr-vs-kp,j48,cat,nowin,2550,639,4,1,99.69,99.67,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,4,1,87.01,89.64,15.04,82.30 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,4,1,64.79,69.23,37.35,47.21 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,4,2,87.17,84.82,10.71,87.71 j2p/kr-vs-kp,j48,cat,nowin,2550,639,4,2,99.06,98.98,0.87,98.98 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,4,2,87.17,84.82,10.71,87.71 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,4,2,67.29,67.36,32.75,55.63 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,4,3,85.92,89.97,17.43,81.00 j2p/kr-vs-kp,j48,cat,nowin,2550,639,4,3,98.90,98.46,0.63,99.38 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,4,3,85.92,89.97,17.43,81.00 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,4,3,66.82,71.71,36.34,56.07 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,4,4,89.51,88.04,9.17,89.53 j2p/kr-vs-kp,j48,cat,nowin,2550,639,4,4,99.37,98.99,0.29,99.66 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,4,4,89.51,88.04,9.17,89.53 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,4,4,69.64,72.77,32.05,55.07 j2p/kr-vs-kp,bayes,cat,nowin,2556,633,4,5,88.63,88.64,11.38,88.06 j2p/kr-vs-kp,j48,cat,nowin,2556,633,4,5,99.68,100.00,0.62,99.35 j2p/kr-vs-kp,nbk,cat,nowin,2556,633,4,5,88.63,88.64,11.38,88.06 j2p/kr-vs-kp,oneR,cat,nowin,2556,633,4,5,67.93,78.31,36.49,47.74 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,5,1,85.92,85.20,13.43,85.20 j2p/kr-vs-kp,j48,cat,nowin,2552,639,5,1,99.22,99.67,1.18,98.68 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,5,1,85.92,85.20,13.43,85.20 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,5,1,67.61,69.96,33.84,55.92 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,5,2,88.89,91.33,13.27,85.89 j2p/kr-vs-kp,j48,cat,nowin,2552,639,5,2,98.90,99.68,1.85,98.12 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,5,2,88.89,91.33,13.27,85.89 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,5,2,65.41,74.50,38.72,46.71 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,5,3,87.01,88.04,13.91,84.94 j2p/kr-vs-kp,j48,cat,nowin,2552,639,5,3,99.06,98.73,0.62,99.36 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,5,3,87.01,88.04,13.91,84.94 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,5,3,66.67,70.37,35.61,54.81 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,5,4,86.07,87.20,14.86,82.89 j2p/kr-vs-kp,j48,cat,nowin,2552,639,5,4,99.22,99.67,1.18,98.68 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,5,4,86.07,87.20,14.86,82.89 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,5,4,68.54,72.49,33.66,54.61 j2p/kr-vs-kp,bayes,cat,nowin,2556,635,5,5,88.98,87.24,9.57,88.46 j2p/kr-vs-kp,j48,cat,nowin,2556,635,5,5,98.90,98.95,1.14,98.60 j2p/kr-vs-kp,nbk,cat,nowin,2556,635,5,5,88.98,87.24,9.57,88.46 j2p/kr-vs-kp,oneR,cat,nowin,2556,635,5,5,65.04,69.05,36.40,40.56 j2p/kr-vs-kp,bayes,disctree,nowin,2548,639,1,1,89.51,90.54,11.37,87.30 j2p/kr-vs-kp,j48,disctree,nowin,2548,639,1,1,99.22,99.03,0.60,99.35 j2p/kr-vs-kp,nbk,disctree,nowin,2548,639,1,1,89.51,90.54,11.37,87.30 j2p/kr-vs-kp,oneR,disctree,nowin,2548,639,1,1,68.54,77.04,35.21,49.19 j2p/kr-vs-kp,bayes,disctree,nowin,2548,639,1,2,86.23,87.89,15.14,82.74 j2p/kr-vs-kp,j48,disctree,nowin,2548,639,1,2,99.22,100.00,1.48,98.37 j2p/kr-vs-kp,nbk,disctree,nowin,2548,639,1,2,86.23,87.89,15.14,82.74 j2p/kr-vs-kp,oneR,disctree,nowin,2548,639,1,2,66.51,73.60,36.65,47.23 j2p/kr-vs-kp,bayes,disctree,nowin,2548,639,1,3,88.58,86.87,9.94,88.36 j2p/kr-vs-kp,j48,disctree,nowin,2548,639,1,3,99.06,98.97,0.86,98.97 j2p/kr-vs-kp,nbk,disctree,nowin,2548,639,1,3,88.58,86.87,9.94,88.36 j2p/kr-vs-kp,oneR,disctree,nowin,2548,639,1,3,66.20,68.10,34.73,48.97 j2p/kr-vs-kp,bayes,disctree,nowin,2548,639,1,4,87.17,90.82,15.94,82.92 j2p/kr-vs-kp,j48,disctree,nowin,2548,639,1,4,99.53,99.38,0.32,99.69 j2p/kr-vs-kp,nbk,disctree,nowin,2548,639,1,4,87.17,90.82,15.94,82.92 j2p/kr-vs-kp,oneR,disctree,nowin,2548,639,1,4,66.82,78.06,38.15,47.52 j2p/kr-vs-kp,bayes,disctree,nowin,2556,631,1,5,87.64,86.29,11.14,87.46 j2p/kr-vs-kp,j48,disctree,nowin,2556,631,1,5,99.68,99.66,0.30,99.66 j2p/kr-vs-kp,nbk,disctree,nowin,2556,631,1,5,87.64,86.29,11.14,87.46 j2p/kr-vs-kp,oneR,disctree,nowin,2556,631,1,5,68.94,76.19,34.16,48.81 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,2,1,88.42,86.77,10.03,89.07 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,2,1,99.69,99.67,0.30,99.67 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,2,1,88.42,86.77,10.03,89.07 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,2,1,66.67,71.92,35.78,48.34 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,2,2,87.64,87.58,12.32,86.14 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,2,2,98.59,99.33,2.05,97.69 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,2,2,87.64,87.58,12.32,86.14 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,2,2,66.35,68.18,34.76,54.46 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,2,3,87.48,91.81,16.18,82.77 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,2,3,99.53,100.00,0.95,99.08 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,2,3,87.48,91.81,16.18,82.77 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,2,3,66.98,80.98,38.68,45.85 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,2,4,87.01,89.75,15.17,82.47 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,2,4,99.37,99.35,0.60,99.35 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,2,4,87.01,89.75,15.17,82.47 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,2,4,68.70,77.27,35.15,49.68 j2p/kr-vs-kp,bayes,disctree,nowin,2556,636,2,5,86.79,84.64,11.37,86.41 j2p/kr-vs-kp,j48,disctree,nowin,2556,636,2,5,98.43,97.27,0.58,99.30 j2p/kr-vs-kp,nbk,disctree,nowin,2556,636,2,5,86.79,84.64,11.37,86.41 j2p/kr-vs-kp,oneR,disctree,nowin,2556,636,2,5,70.13,73.89,31.64,52.26 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,3,1,88.73,91.81,13.87,84.86 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,3,1,99.37,99.68,0.93,99.05 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,3,1,88.73,91.81,13.87,84.86 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,3,1,68.08,76.04,36.02,52.05 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,3,2,87.95,91.06,14.84,84.62 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,3,2,99.22,99.38,0.95,99.08 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,3,2,87.95,91.06,14.84,84.62 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j2p/kr-vs-kp,j48,tbin,nowin,2554,639,5,4,99.22,98.65,0.29,99.66 j2p/kr-vs-kp,nbk,tbin,nowin,2554,639,5,4,86.38,85.27,12.68,84.98 j2p/kr-vs-kp,oneR,tbin,nowin,2554,639,5,4,67.29,68.10,33.17,53.92 j2p/kr-vs-kp,bayes,tbin,nowin,2556,637,5,5,87.13,88.10,13.70,84.64 j2p/kr-vs-kp,j48,tbin,nowin,2556,637,5,5,98.90,99.02,1.20,98.69 j2p/kr-vs-kp,nbk,tbin,nowin,2556,637,5,5,87.13,88.10,13.70,84.64 j2p/kr-vs-kp,oneR,tbin,nowin,2556,637,5,5,68.60,76.50,35.01,50.00 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2557,639,1,1,87.17,89.04,14.50,84.54 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2557,639,1,1,99.22,99.06,0.62,99.37 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2557,639,1,1,87.17,89.04,14.50,84.54 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2557,639,1,1,66.67,77.96,37.97,45.74 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2557,639,1,2,88.42,88.26,11.44,87.09 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2557,639,1,2,98.90,98.68,0.89,99.01 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2557,639,1,2,88.42,88.26,11.44,87.09 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2557,639,1,2,67.45,75.54,35.82,46.03 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2557,639,1,3,86.70,88.10,14.49,83.82 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2557,639,1,3,99.69,99.36,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2557,639,1,3,86.70,88.10,14.49,83.82 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2557,639,1,3,67.92,75.24,35.57,50.16 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2557,639,1,4,88.58,88.50,11.36,86.39 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2557,639,1,4,99.84,100.00,0.29,99.66 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2557,639,1,4,88.58,88.50,11.36,86.39 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2557,639,1,4,64.63,66.04,36.07,47.62 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2557,639,1,5,86.85,85.30,11.66,87.54 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2557,639,1,5,99.53,100.00,0.89,99.02 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2557,639,1,5,86.85,85.30,11.66,87.54 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2557,639,1,5,69.64,77.89,34.09,50.82 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,1,86.85,86.93,13.21,85.81 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,1,99.53,99.04,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,1,86.85,86.93,13.21,85.81 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,1,65.57,74.73,38.07,43.87 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,2,87.32,85.58,11.01,88.12 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,2,99.37,99.34,0.60,99.34 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,2,87.32,85.58,11.01,88.12 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,2,67.29,68.95,33.76,56.44 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,3,87.48,88.50,13.50,86.29 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,3,99.69,100.00,0.62,99.38 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,3,87.48,88.50,13.50,86.29 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,3,68.70,74.30,34.87,57.63 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,4,86.70,90.30,15.90,80.40 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,4,99.37,99.01,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,4,86.70,90.30,15.90,80.40 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,4,66.35,69.03,35.11,51.83 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,635,2,5,88.35,88.03,11.40,86.21 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,635,2,5,99.37,99.65,0.86,98.97 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,635,2,5,88.35,88.03,11.40,86.21 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,635,2,5,67.24,67.83,33.09,53.79 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,3,1,88.42,89.11,12.20,86.82 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,3,1,99.37,99.04,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,3,1,88.42,89.11,12.20,86.82 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,3,1,64.63,69.06,37.74,49.52 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,3,2,87.17,83.56,9.80,87.77 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,3,2,99.69,99.64,0.28,99.64 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,3,2,87.17,83.56,9.80,87.77 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,3,2,69.80,67.78,29.00,58.27 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,3,3,87.48,88.85,13.70,84.84 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,3,3,99.37,99.68,0.91,99.03 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,3,3,87.48,88.85,13.70,84.84 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,3,3,63.69,71.67,39.43,41.61 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,3,4,86.85,88.81,14.83,83.71 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,3,4,98.59,99.03,1.82,98.08 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,3,4,86.85,88.81,14.83,83.71 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,3,4,66.51,75.38,37.39,46.96 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,636,3,5,87.58,89.56,14.16,84.71 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,636,3,5,99.21,99.36,0.93,99.04 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,636,3,5,87.58,89.56,14.16,84.71 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,636,3,5,69.81,74.80,33.33,58.60 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,4,1,88.73,87.02,9.89,87.63 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,4,1,99.69,99.65,0.28,99.65 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,4,1,88.73,87.02,9.89,87.63 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,4,1,68.39,73.68,33.55,44.52 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,4,2,87.17,86.46,12.25,85.27 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,4,2,99.53,100.00,0.86,98.97 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,4,2,87.17,86.46,12.25,85.27 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,4,2,68.23,76.02,34.62,44.52 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,4,3,88.42,91.21,14.16,85.63 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,4,3,98.59,97.60,0.33,99.69 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,4,3,88.42,91.21,14.16,85.63 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,4,3,66.67,78.79,38.78,47.71 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,4,4,86.54,87.63,14.37,83.61 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,4,4,99.69,99.67,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,4,4,86.54,87.63,14.37,83.61 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,4,4,67.14,70.56,34.80,53.44 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,634,4,5,87.07,87.62,13.48,86.52 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,634,4,5,99.53,99.69,0.63,99.37 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,634,4,5,87.07,87.62,13.48,86.52 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,634,4,5,68.14,72.76,35.01,58.62 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,5,1,87.17,90.29,15.76,84.29 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,5,1,99.06,98.22,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,5,1,87.17,90.29,15.76,84.29 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,5,1,68.23,80.77,37.82,50.76 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,5,2,86.85,86.01,12.43,85.42 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,5,2,99.06,99.32,1.16,98.64 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,5,2,86.85,86.01,12.43,85.42 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,5,2,71.36,79.17,31.99,51.53 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,5,3,88.42,86.33,9.73,88.70 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,5,3,99.37,98.98,0.29,99.66 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,5,3,88.42,86.33,9.73,88.70 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,5,3,65.88,70.79,36.01,43.15 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,5,4,88.73,89.32,11.73,85.67 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,5,4,99.53,99.66,0.58,99.32 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,5,4,88.73,89.32,11.73,85.67 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,5,4,68.23,68.91,32.17,55.97 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,638,5,5,87.46,87.78,12.84,86.67 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,638,5,5,99.84,99.68,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,638,5,5,87.46,87.78,12.84,86.67 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,638,5,5,65.99,75.79,38.17,45.71 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/letter,bayes,cat,B,15822,3999,1,1,63.87,100.00,0.00,100.00 j2p/letter,j48,cat,B,15822,3999,1,1,86.72,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15822,3999,1,1,74.19,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15822,3999,1,1,17.65,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15821,4000,1,2,63.92,100.00,0.00,100.00 j2p/letter,j48,cat,B,15821,4000,1,2,86.17,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15821,4000,1,2,74.33,99.10,0.00,100.00 j2p/letter,oneR,cat,B,15821,4000,1,2,16.88,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15821,4000,1,3,64.22,100.00,0.00,100.00 j2p/letter,j48,cat,B,15821,4000,1,3,87.67,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15821,4000,1,3,74.67,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15821,4000,1,3,16.15,0.00,54.86,0.00 j2p/letter,bayes,cat,B,15821,4000,1,4,64.80,100.00,0.00,100.00 j2p/letter,j48,cat,B,15821,4000,1,4,87.22,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15821,4000,1,4,74.75,99.21,0.00,100.00 j2p/letter,oneR,cat,B,15821,4000,1,4,16.02,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3822,1,5,63.24,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3822,1,5,87.07,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3822,1,5,72.92,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3822,1,5,17.11,0.00,50.35,0.00 j2p/letter,bayes,cat,B,15815,3999,2,1,63.69,100.00,0.00,100.00 j2p/letter,j48,cat,B,15815,3999,2,1,86.62,100.00,0.60,99.28 j2p/letter,nbk,cat,B,15815,3999,2,1,73.59,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15815,3999,2,1,17.65,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15814,4000,2,2,64.17,100.00,0.00,100.00 j2p/letter,j48,cat,B,15814,4000,2,2,87.53,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15814,4000,2,2,73.78,99.13,0.00,100.00 j2p/letter,oneR,cat,B,15814,4000,2,2,16.70,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15814,4000,2,3,64.17,100.00,0.00,100.00 j2p/letter,j48,cat,B,15814,4000,2,3,86.88,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15814,4000,2,3,74.67,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15814,4000,2,3,16.30,0.00,54.05,0.00 j2p/letter,bayes,cat,B,15814,4000,2,4,64.28,100.00,0.00,100.00 j2p/letter,j48,cat,B,15814,4000,2,4,87.97,99.23,0.00,100.00 j2p/letter,nbk,cat,B,15814,4000,2,4,74.62,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15814,4000,2,4,17.75,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3815,2,5,64.25,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3815,2,5,87.76,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3815,2,5,73.58,99.12,0.00,100.00 j2p/letter,oneR,cat,B,15999,3815,2,5,17.48,0.00,51.02,0.00 j2p/letter,bayes,cat,B,15815,3999,3,1,64.47,100.00,0.00,100.00 j2p/letter,j48,cat,B,15815,3999,3,1,86.82,100.00,0.60,99.29 j2p/letter,nbk,cat,B,15815,3999,3,1,74.02,99.15,0.00,100.00 j2p/letter,oneR,cat,B,15815,3999,3,1,17.60,0.00,0.00,0.00 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j2p/letter,j48,tbin,B,15837,4000,3,2,79.40,96.64,0.70,99.14 j2p/letter,nbk,tbin,B,15837,4000,3,2,70.03,98.28,0.00,100.00 j2p/letter,oneR,tbin,B,15837,4000,3,2,15.53,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15837,4000,3,3,69.60,100.00,0.00,100.00 j2p/letter,j48,tbin,B,15837,4000,3,3,78.08,100.00,0.66,99.05 j2p/letter,nbk,tbin,B,15837,4000,3,3,69.60,100.00,0.00,100.00 j2p/letter,oneR,tbin,B,15837,4000,3,3,15.50,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15837,4000,3,4,68.97,95.96,0.00,100.00 j2p/letter,j48,tbin,B,15837,4000,3,4,79.42,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15837,4000,3,4,68.97,95.96,0.00,100.00 j2p/letter,oneR,tbin,B,15837,4000,3,4,15.65,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3838,3,5,69.67,97.22,0.00,100.00 j2p/letter,j48,tbin,B,15999,3838,3,5,79.18,99.07,0.00,100.00 j2p/letter,nbk,tbin,B,15999,3838,3,5,69.67,97.22,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3838,3,5,16.47,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15804,3999,4,1,69.19,97.09,0.00,100.00 j2p/letter,j48,tbin,B,15804,3999,4,1,79.32,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15804,3999,4,1,69.19,97.09,0.00,100.00 j2p/letter,oneR,tbin,B,15804,3999,4,1,16.63,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15803,4000,4,2,68.88,95.54,0.00,100.00 j2p/letter,j48,tbin,B,15803,4000,4,2,79.97,99.17,0.00,100.00 j2p/letter,nbk,tbin,B,15803,4000,4,2,68.88,95.54,0.00,100.00 j2p/letter,oneR,tbin,B,15803,4000,4,2,15.07,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15803,4000,4,3,70.40,100.00,0.00,100.00 j2p/letter,j48,tbin,B,15803,4000,4,3,79.80,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15803,4000,4,3,70.40,100.00,0.00,100.00 j2p/letter,oneR,tbin,B,15803,4000,4,3,15.88,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15803,4000,4,4,68.83,96.40,0.00,100.00 j2p/letter,j48,tbin,B,15803,4000,4,4,79.20,99.13,0.00,100.00 j2p/letter,nbk,tbin,B,15803,4000,4,4,68.83,96.40,0.00,100.00 j2p/letter,oneR,tbin,B,15803,4000,4,4,14.78,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3804,4,5,69.48,98.95,0.00,100.00 j2p/letter,j48,tbin,B,15999,3804,4,5,79.07,98.94,1.95,96.88 j2p/letter,nbk,tbin,B,15999,3804,4,5,69.48,98.95,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3804,4,5,16.32,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15817,3999,5,1,69.44,99.07,0.00,100.00 j2p/letter,j48,tbin,B,15817,3999,5,1,79.77,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15817,3999,5,1,69.44,99.07,0.00,100.00 j2p/letter,oneR,tbin,B,15817,3999,5,1,15.45,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15816,4000,5,2,70.35,98.11,0.00,100.00 j2p/letter,j48,tbin,B,15816,4000,5,2,79.45,99.10,0.00,100.00 j2p/letter,nbk,tbin,B,15816,4000,5,2,70.35,98.11,0.00,100.00 j2p/letter,oneR,tbin,B,15816,4000,5,2,16.48,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15816,4000,5,3,70.33,97.50,0.00,100.00 j2p/letter,j48,tbin,B,15816,4000,5,3,80.53,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15816,4000,5,3,70.33,97.50,0.00,100.00 j2p/letter,oneR,tbin,B,15816,4000,5,3,15.20,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15816,4000,5,4,68.60,97.14,0.00,100.00 j2p/letter,j48,tbin,B,15816,4000,5,4,79.10,99.10,0.00,100.00 j2p/letter,nbk,tbin,B,15816,4000,5,4,68.60,97.14,0.00,100.00 j2p/letter,oneR,tbin,B,15816,4000,5,4,15.43,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3817,5,5,68.77,95.83,0.00,100.00 j2p/letter,j48,tbin,B,15999,3817,5,5,78.94,100.00,2.40,97.06 j2p/letter,nbk,tbin,B,15999,3817,5,5,68.77,95.83,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3817,5,5,15.17,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15830,3999,1,1,74.29,98.20,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15830,3999,1,1,78.54,100.00,1.50,98.20 j2p/letter,nbk,fayyadIrani,B,15830,3999,1,1,74.29,98.20,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15830,3999,1,1,17.18,0.00,46.62,0.00 j2p/letter,bayes,fayyadIrani,B,15829,4000,1,2,73.60,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15829,4000,1,2,78.75,99.15,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15829,4000,1,2,73.60,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15829,4000,1,2,16.77,44.44,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15829,4000,1,3,72.83,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15829,4000,1,3,77.05,98.31,0.68,99.15 j2p/letter,nbk,fayyadIrani,B,15829,4000,1,3,72.83,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15829,4000,1,3,17.35,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15829,4000,1,4,73.70,99.22,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15829,4000,1,4,78.42,99.25,0.72,99.25 j2p/letter,nbk,fayyadIrani,B,15829,4000,1,4,73.70,99.22,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15829,4000,1,4,17.15,0.00,53.41,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3830,1,5,74.36,98.29,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3830,1,5,78.02,98.31,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3830,1,5,74.36,98.29,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3830,1,5,16.92,0.00,57.62,0.00 j2p/letter,bayes,fayyadIrani,B,15835,3999,2,1,73.57,99.01,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15835,3999,2,1,77.82,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15835,3999,2,1,73.57,99.01,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15835,3999,2,1,16.88,42.95,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15834,4000,2,2,73.42,99.15,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15834,4000,2,2,77.88,98.32,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15834,4000,2,2,73.42,99.15,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15834,4000,2,2,16.80,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15834,4000,2,3,74.45,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15834,4000,2,3,77.88,98.40,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15834,4000,2,3,74.45,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15834,4000,2,3,17.57,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15834,4000,2,4,73.35,98.44,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15834,4000,2,4,77.95,99.26,0.69,99.26 j2p/letter,nbk,fayyadIrani,B,15834,4000,2,4,73.35,98.44,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15834,4000,2,4,16.18,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3835,2,5,73.98,99.12,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3835,2,5,77.08,100.00,0.82,99.16 j2p/letter,nbk,fayyadIrani,B,15999,3835,2,5,73.98,99.12,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3835,2,5,16.19,0.00,51.61,0.00 j2p/letter,bayes,fayyadIrani,B,15825,3999,3,1,73.29,98.99,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15825,3999,3,1,77.27,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15825,3999,3,1,73.29,98.99,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15825,3999,3,1,16.65,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,3,2,74.03,99.19,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,3,2,77.05,100.00,1.35,98.39 j2p/letter,nbk,fayyadIrani,B,15824,4000,3,2,74.03,99.19,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,3,2,17.00,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,3,3,73.05,97.96,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,3,3,78.53,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15824,4000,3,3,73.05,97.96,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,3,3,17.18,43.97,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,3,4,73.70,99.16,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,3,4,77.47,99.21,0.79,99.21 j2p/letter,nbk,fayyadIrani,B,15824,4000,3,4,73.70,99.16,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,3,4,17.70,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3825,3,5,74.38,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3825,3,5,78.54,100.00,0.77,99.20 j2p/letter,nbk,fayyadIrani,B,15999,3825,3,5,74.38,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3825,3,5,16.60,0.00,57.49,0.00 j2p/letter,bayes,fayyadIrani,B,15820,3999,4,1,74.24,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15820,3999,4,1,78.94,99.16,2.90,96.72 j2p/letter,nbk,fayyadIrani,B,15820,3999,4,1,74.24,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15820,3999,4,1,16.35,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15819,4000,4,2,72.85,99.07,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15819,4000,4,2,77.10,98.29,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15819,4000,4,2,72.85,99.07,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15819,4000,4,2,17.23,0.00,49.30,0.00 j2p/letter,bayes,fayyadIrani,B,15819,4000,4,3,73.05,99.16,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15819,4000,4,3,78.03,100.00,1.46,98.32 j2p/letter,nbk,fayyadIrani,B,15819,4000,4,3,73.05,99.16,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15819,4000,4,3,17.88,0.00,50.92,0.00 j2p/letter,bayes,fayyadIrani,B,15819,4000,4,4,75.53,98.36,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15819,4000,4,4,79.90,100.00,0.66,99.22 j2p/letter,nbk,fayyadIrani,B,15819,4000,4,4,75.53,98.36,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15819,4000,4,4,16.55,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3820,4,5,73.61,97.44,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3820,4,5,77.88,98.40,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3820,4,5,73.61,97.44,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3820,4,5,16.41,0.00,46.45,0.00 j2p/letter,bayes,fayyadIrani,B,15827,3999,5,1,73.79,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15827,3999,5,1,78.24,98.37,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15827,3999,5,1,73.79,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15827,3999,5,1,16.88,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15826,4000,5,2,75.25,99.22,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15826,4000,5,2,78.80,99.24,0.71,99.24 j2p/letter,nbk,fayyadIrani,B,15826,4000,5,2,75.25,99.22,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15826,4000,5,2,16.55,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15826,4000,5,3,73.40,99.02,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15826,4000,5,3,78.65,98.25,0.66,99.12 j2p/letter,nbk,fayyadIrani,B,15826,4000,5,3,73.40,99.02,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15826,4000,5,3,17.43,42.60,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15826,4000,5,4,72.58,97.20,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15826,4000,5,4,77.53,99.15,0.85,99.15 j2p/letter,nbk,fayyadIrani,B,15826,4000,5,4,72.58,97.20,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15826,4000,5,4,17.12,0.00,52.35,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3827,5,5,74.21,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3827,5,5,77.27,100.00,0.78,99.17 j2p/letter,nbk,fayyadIrani,B,15999,3827,5,5,74.21,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3827,5,5,17.90,0.00,51.66,0.00 /home/donaldb/var/weka/xval.23184 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/mushroom,bayes,cat,p,6464,1624,1,1,95.94,99.43,6.76,91.90 j2p/mushroom,j48,cat,p,6464,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1624,1,1,95.94,99.43,6.76,91.90 j2p/mushroom,oneR,cat,p,6464,1624,1,1,98.15,100.00,3.37,96.08 j2p/mushroom,bayes,cat,p,6463,1625,1,2,95.63,98.58,7.03,92.69 j2p/mushroom,j48,cat,p,6463,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6463,1625,1,2,95.63,98.58,7.03,92.69 j2p/mushroom,oneR,cat,p,6463,1625,1,2,98.77,100.00,2.43,97.56 j2p/mushroom,bayes,cat,p,6463,1625,1,3,95.94,98.62,6.22,92.73 j2p/mushroom,j48,cat,p,6463,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6463,1625,1,3,95.94,98.62,6.22,92.73 j2p/mushroom,oneR,cat,p,6463,1625,1,3,98.58,100.00,2.62,97.01 j2p/mushroom,bayes,cat,p,6463,1625,1,4,95.02,98.50,7.84,91.15 j2p/mushroom,j48,cat,p,6463,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6463,1625,1,4,95.02,98.50,7.84,91.15 j2p/mushroom,oneR,cat,p,6463,1625,1,4,98.46,100.00,2.91,96.84 j2p/mushroom,bayes,cat,p,6499,1589,1,5,95.22,99.71,8.19,90.24 j2p/mushroom,j48,cat,p,6499,1589,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1589,1,5,95.22,99.71,8.19,90.24 j2p/mushroom,oneR,cat,p,6499,1589,1,5,98.62,100.00,2.58,97.10 j2p/mushroom,bayes,cat,p,6466,1624,2,1,96.24,99.04,6.01,93.01 j2p/mushroom,j48,cat,p,6466,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6466,1624,2,1,96.24,99.04,6.01,93.01 j2p/mushroom,oneR,cat,p,6466,1624,2,1,98.77,100.00,2.30,97.41 j2p/mushroom,bayes,cat,p,6465,1625,2,2,93.97,98.86,9.77,88.55 j2p/mushroom,j48,cat,p,6465,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6465,1625,2,2,93.97,98.86,9.77,88.55 j2p/mushroom,oneR,cat,p,6465,1625,2,2,97.97,100.00,3.78,95.80 j2p/mushroom,bayes,cat,p,6465,1625,2,3,95.69,99.59,7.43,91.49 j2p/mushroom,j48,cat,p,6465,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6465,1625,2,3,95.69,99.59,7.43,91.49 j2p/mushroom,oneR,cat,p,6465,1625,2,3,98.28,100.00,3.23,96.44 j2p/mushroom,bayes,cat,p,6465,1625,2,4,96.55,99.18,5.61,93.56 j2p/mushroom,j48,cat,p,6465,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6465,1625,2,4,96.55,99.18,5.61,93.56 j2p/mushroom,oneR,cat,p,6465,1625,2,4,98.77,100.00,2.30,97.43 j2p/mushroom,bayes,cat,p,6499,1591,2,5,95.60,98.37,6.78,92.58 j2p/mushroom,j48,cat,p,6499,1591,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1591,2,5,95.60,98.37,6.78,92.58 j2p/mushroom,oneR,cat,p,6499,1591,2,5,98.81,100.00,2.29,97.57 j2p/mushroom,bayes,cat,p,6464,1624,3,1,95.69,98.64,6.74,92.35 j2p/mushroom,j48,cat,p,6464,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1624,3,1,95.69,98.64,6.74,92.35 j2p/mushroom,oneR,cat,p,6464,1624,3,1,99.01,100.00,1.87,97.96 j2p/mushroom,bayes,cat,p,6463,1625,3,2,96.80,99.72,5.52,93.49 j2p/mushroom,j48,cat,p,6463,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6463,1625,3,2,96.80,99.72,5.52,93.49 j2p/mushroom,oneR,cat,p,6463,1625,3,2,98.28,100.00,3.16,96.35 j2p/mushroom,bayes,cat,p,6463,1625,3,3,94.77,98.74,8.36,90.29 j2p/mushroom,j48,cat,p,6463,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6463,1625,3,3,94.77,98.74,8.36,90.29 j2p/mushroom,oneR,cat,p,6463,1625,3,3,98.77,100.00,2.32,97.45 j2p/mushroom,bayes,cat,p,6463,1625,3,4,95.82,99.18,6.97,92.17 j2p/mushroom,j48,cat,p,6463,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6463,1625,3,4,95.82,99.18,6.97,92.17 j2p/mushroom,oneR,cat,p,6463,1625,3,4,98.15,100.00,3.48,96.21 j2p/mushroom,bayes,cat,p,6499,1589,3,5,94.90,99.01,8.41,90.46 j2p/mushroom,j48,cat,p,6499,1589,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1589,3,5,94.90,99.01,8.41,90.46 j2p/mushroom,oneR,cat,p,6499,1589,3,5,98.43,100.00,2.98,96.78 j2p/mushroom,bayes,cat,p,6470,1624,4,1,95.94,98.89,6.40,92.45 j2p/mushroom,j48,cat,p,6470,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6470,1624,4,1,95.94,98.89,6.40,92.45 j2p/mushroom,oneR,cat,p,6470,1624,4,1,98.21,100.00,3.28,96.22 j2p/mushroom,bayes,cat,p,6469,1625,4,2,96.18,99.34,6.54,92.93 j2p/mushroom,j48,cat,p,6469,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,4,2,96.18,99.34,6.54,92.93 j2p/mushroom,oneR,cat,p,6469,1625,4,2,99.26,100.00,1.44,98.51 j2p/mushroom,bayes,cat,p,6469,1625,4,3,95.88,98.89,6.53,92.36 j2p/mushroom,j48,cat,p,6469,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,4,3,95.88,98.89,6.53,92.36 j2p/mushroom,oneR,cat,p,6469,1625,4,3,98.46,100.00,2.85,96.76 j2p/mushroom,bayes,cat,p,6469,1625,4,4,95.38,99.00,7.34,91.04 j2p/mushroom,j48,cat,p,6469,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,4,4,95.38,99.00,7.34,91.04 j2p/mushroom,oneR,cat,p,6469,1625,4,4,98.34,100.00,3.02,96.44 j2p/mushroom,bayes,cat,p,6499,1595,4,5,95.11,99.45,8.54,90.73 j2p/mushroom,j48,cat,p,6499,1595,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1595,4,5,95.11,99.45,8.54,90.73 j2p/mushroom,oneR,cat,p,6499,1595,4,5,98.50,100.00,2.92,96.99 j2p/mushroom,bayes,cat,p,6470,1624,5,1,96.31,99.61,6.62,93.02 j2p/mushroom,j48,cat,p,6470,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6470,1624,5,1,96.31,99.61,6.62,93.02 j2p/mushroom,oneR,cat,p,6470,1624,5,1,98.83,100.00,2.30,97.67 j2p/mushroom,bayes,cat,p,6469,1625,5,2,94.89,97.63,7.26,91.37 j2p/mushroom,j48,cat,p,6469,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,5,2,94.89,97.63,7.26,91.37 j2p/mushroom,oneR,cat,p,6469,1625,5,2,98.15,100.00,3.37,96.08 j2p/mushroom,bayes,cat,p,6469,1625,5,3,95.57,98.78,7.09,92.03 j2p/mushroom,j48,cat,p,6469,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,5,3,95.57,98.78,7.09,92.03 j2p/mushroom,oneR,cat,p,6469,1625,5,3,98.52,100.00,2.79,96.96 j2p/mushroom,bayes,cat,p,6469,1625,5,4,95.32,99.71,7.94,90.33 j2p/mushroom,j48,cat,p,6469,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,5,4,95.32,99.71,7.94,90.33 j2p/mushroom,oneR,cat,p,6469,1625,5,4,98.46,100.00,2.82,96.73 j2p/mushroom,bayes,cat,p,6499,1595,5,5,96.24,99.72,6.57,92.45 j2p/mushroom,j48,cat,p,6499,1595,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1595,5,5,96.24,99.72,6.57,92.45 j2p/mushroom,oneR,cat,p,6499,1595,5,5,98.62,100.00,2.59,97.14 j2p/mushroom,bayes,disctree,p,6466,1624,1,1,96.31,99.32,6.18,92.98 j2p/mushroom,j48,disctree,p,6466,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1624,1,1,96.31,99.32,6.18,92.98 j2p/mushroom,oneR,disctree,p,6466,1624,1,1,98.58,100.00,2.67,97.07 j2p/mushroom,bayes,disctree,p,6465,1625,1,2,95.14,98.89,7.85,90.93 j2p/mushroom,j48,disctree,p,6465,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6465,1625,1,2,95.14,98.89,7.85,90.93 j2p/mushroom,oneR,disctree,p,6465,1625,1,2,98.77,100.00,2.32,97.45 j2p/mushroom,bayes,disctree,p,6465,1625,1,3,96.06,99.19,6.59,92.72 j2p/mushroom,j48,disctree,p,6465,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6465,1625,1,3,96.06,99.19,6.59,92.72 j2p/mushroom,oneR,disctree,p,6465,1625,1,3,98.15,100.00,3.50,96.24 j2p/mushroom,bayes,disctree,p,6465,1625,1,4,95.45,99.05,7.51,91.55 j2p/mushroom,j48,disctree,p,6465,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6465,1625,1,4,95.45,99.05,7.51,91.55 j2p/mushroom,oneR,disctree,p,6465,1625,1,4,98.89,100.00,2.12,97.73 j2p/mushroom,bayes,disctree,p,6499,1591,1,5,95.54,99.41,7.36,90.99 j2p/mushroom,j48,disctree,p,6499,1591,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1591,1,5,95.54,99.41,7.36,90.99 j2p/mushroom,oneR,disctree,p,6499,1591,1,5,98.18,100.00,3.31,96.10 j2p/mushroom,bayes,disctree,p,6477,1624,2,1,95.81,99.05,6.85,92.26 j2p/mushroom,j48,disctree,p,6477,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1624,2,1,95.81,99.05,6.85,92.26 j2p/mushroom,oneR,disctree,p,6477,1624,2,1,98.77,100.00,2.34,97.46 j2p/mushroom,bayes,disctree,p,6476,1625,2,2,95.20,98.20,7.21,91.61 j2p/mushroom,j48,disctree,p,6476,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6476,1625,2,2,95.20,98.20,7.21,91.61 j2p/mushroom,oneR,disctree,p,6476,1625,2,2,98.22,100.00,3.30,96.26 j2p/mushroom,bayes,disctree,p,6476,1625,2,3,95.57,99.86,7.96,91.16 j2p/mushroom,j48,disctree,p,6476,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6476,1625,2,3,95.57,99.86,7.96,91.16 j2p/mushroom,oneR,disctree,p,6476,1625,2,3,98.09,100.00,3.63,96.14 j2p/mushroom,bayes,disctree,p,6476,1625,2,4,95.63,98.92,7.14,92.11 j2p/mushroom,j48,disctree,p,6476,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6476,1625,2,4,95.63,98.92,7.14,92.11 j2p/mushroom,oneR,disctree,p,6476,1625,2,4,98.89,100.00,2.13,97.74 j2p/mushroom,bayes,disctree,p,6499,1602,2,5,96.00,99.56,6.68,91.83 j2p/mushroom,j48,disctree,p,6499,1602,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1602,2,5,96.00,99.56,6.68,91.83 j2p/mushroom,oneR,disctree,p,6499,1602,2,5,98.63,100.00,2.51,97.05 j2p/mushroom,bayes,disctree,p,6470,1624,3,1,96.06,99.19,6.59,92.71 j2p/mushroom,j48,disctree,p,6470,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6470,1624,3,1,96.06,99.19,6.59,92.71 j2p/mushroom,oneR,disctree,p,6470,1624,3,1,98.46,100.00,2.93,96.86 j2p/mushroom,bayes,disctree,p,6469,1625,3,2,94.58,98.61,8.61,90.09 j2p/mushroom,j48,disctree,p,6469,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1625,3,2,94.58,98.61,8.61,90.09 j2p/mushroom,oneR,disctree,p,6469,1625,3,2,98.03,100.00,3.68,95.93 j2p/mushroom,bayes,disctree,p,6469,1625,3,3,94.77,99.02,8.53,90.03 j2p/mushroom,j48,disctree,p,6469,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1625,3,3,94.77,99.02,8.53,90.03 j2p/mushroom,oneR,disctree,p,6469,1625,3,3,98.83,100.00,2.20,97.57 j2p/mushroom,bayes,disctree,p,6469,1625,3,4,96.74,99.18,5.26,93.92 j2p/mushroom,j48,disctree,p,6469,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1625,3,4,96.74,99.18,5.26,93.92 j2p/mushroom,oneR,disctree,p,6469,1625,3,4,99.02,100.00,1.84,97.93 j2p/mushroom,bayes,disctree,p,6499,1595,3,5,96.18,99.30,6.38,92.71 j2p/mushroom,j48,disctree,p,6499,1595,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1595,3,5,96.18,99.30,6.38,92.71 j2p/mushroom,oneR,disctree,p,6499,1595,3,5,98.24,100.00,3.27,96.35 j2p/mushroom,bayes,disctree,p,6471,1624,4,1,95.69,99.03,6.98,91.90 j2p/mushroom,j48,disctree,p,6471,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6471,1624,4,1,95.69,99.03,6.98,91.90 j2p/mushroom,oneR,disctree,p,6471,1624,4,1,98.58,100.00,2.65,97.04 j2p/mushroom,bayes,disctree,p,6470,1625,4,2,94.77,98.85,8.31,89.96 j2p/mushroom,j48,disctree,p,6470,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6470,1625,4,2,94.77,98.85,8.31,89.96 j2p/mushroom,oneR,disctree,p,6470,1625,4,2,98.03,100.00,3.60,95.83 j2p/mushroom,bayes,disctree,p,6470,1625,4,3,95.08,99.46,8.53,90.57 j2p/mushroom,j48,disctree,p,6470,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6470,1625,4,3,95.08,99.46,8.53,90.57 j2p/mushroom,oneR,disctree,p,6470,1625,4,3,98.46,100.00,2.96,96.90 j2p/mushroom,bayes,disctree,p,6470,1625,4,4,96.43,98.66,5.48,93.90 j2p/mushroom,j48,disctree,p,6470,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6470,1625,4,4,96.43,98.66,5.48,93.90 j2p/mushroom,oneR,disctree,p,6470,1625,4,4,98.89,100.00,2.10,97.71 j2p/mushroom,bayes,disctree,p,6499,1596,4,5,96.37,99.72,6.35,92.71 j2p/mushroom,j48,disctree,p,6499,1596,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1596,4,5,96.37,99.72,6.35,92.71 j2p/mushroom,oneR,disctree,p,6499,1596,4,5,98.62,100.00,2.59,97.14 j2p/mushroom,bayes,disctree,p,6474,1624,5,1,95.75,99.72,7.27,91.28 j2p/mushroom,j48,disctree,p,6474,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1624,5,1,95.75,99.72,7.27,91.28 j2p/mushroom,oneR,disctree,p,6474,1624,5,1,98.46,100.00,2.84,96.74 j2p/mushroom,bayes,disctree,p,6473,1625,5,2,95.75,98.65,6.67,92.53 j2p/mushroom,j48,disctree,p,6473,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1625,5,2,95.75,98.65,6.67,92.53 j2p/mushroom,oneR,disctree,p,6473,1625,5,2,98.65,100.00,2.57,97.22 j2p/mushroom,bayes,disctree,p,6473,1625,5,3,95.51,98.67,7.23,92.19 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j2p/mushroom,bayes,tbin,p,6472,1625,1,2,95.45,98.89,7.32,91.55 j2p/mushroom,j48,tbin,p,6472,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,1,2,95.45,98.89,7.32,91.55 j2p/mushroom,oneR,tbin,p,6472,1625,1,2,98.65,100.00,2.54,97.18 j2p/mushroom,bayes,tbin,p,6472,1625,1,3,95.08,99.44,8.36,90.36 j2p/mushroom,j48,tbin,p,6472,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,1,3,95.08,99.44,8.36,90.36 j2p/mushroom,oneR,tbin,p,6472,1625,1,3,98.77,100.00,2.33,97.46 j2p/mushroom,bayes,tbin,p,6472,1625,1,4,95.26,98.49,7.36,91.57 j2p/mushroom,j48,tbin,p,6472,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6472,1625,1,4,95.26,98.49,7.36,91.57 j2p/mushroom,oneR,tbin,p,6472,1625,1,4,98.40,100.00,3.00,96.68 j2p/mushroom,bayes,tbin,p,6499,1598,1,5,96.12,98.90,6.19,93.00 j2p/mushroom,j48,tbin,p,6499,1598,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1598,1,5,96.12,98.90,6.19,93.00 j2p/mushroom,oneR,tbin,p,6499,1598,1,5,98.37,100.00,3.05,96.63 j2p/mushroom,bayes,tbin,p,6476,1624,2,1,95.81,99.19,7.03,92.23 j2p/mushroom,j48,tbin,p,6476,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1624,2,1,95.81,99.19,7.03,92.23 j2p/mushroom,oneR,tbin,p,6476,1624,2,1,98.65,100.00,2.59,97.24 j2p/mushroom,bayes,tbin,p,6475,1625,2,2,95.02,99.57,8.42,89.92 j2p/mushroom,j48,tbin,p,6475,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1625,2,2,95.02,99.57,8.42,89.92 j2p/mushroom,oneR,tbin,p,6475,1625,2,2,98.22,100.00,3.30,96.25 j2p/mushroom,bayes,tbin,p,6475,1625,2,3,96.31,99.04,5.93,93.18 j2p/mushroom,j48,tbin,p,6475,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1625,2,3,96.31,99.04,5.93,93.18 j2p/mushroom,oneR,tbin,p,6475,1625,2,3,98.83,100.00,2.19,97.55 j2p/mushroom,bayes,tbin,p,6475,1625,2,4,95.82,98.37,6.31,92.83 j2p/mushroom,j48,tbin,p,6475,1625,2,4,100.00,100.00,0.00,100.00 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j2p/mushroom,j48,tbin,p,6474,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6474,1625,3,3,95.88,98.91,6.64,92.51 j2p/mushroom,oneR,tbin,p,6474,1625,3,3,98.77,100.00,2.33,97.46 j2p/mushroom,bayes,tbin,p,6474,1625,3,4,95.20,99.03,7.83,90.92 j2p/mushroom,j48,tbin,p,6474,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6474,1625,3,4,95.20,99.03,7.83,90.92 j2p/mushroom,oneR,tbin,p,6474,1625,3,4,98.15,100.00,3.44,96.16 j2p/mushroom,bayes,tbin,p,6499,1600,3,5,95.44,98.59,7.05,91.71 j2p/mushroom,j48,tbin,p,6499,1600,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1600,3,5,95.44,98.59,7.05,91.71 j2p/mushroom,oneR,tbin,p,6499,1600,3,5,98.75,100.00,2.33,97.37 j2p/mushroom,bayes,tbin,p,6477,1624,4,1,95.50,99.72,7.86,91.01 j2p/mushroom,j48,tbin,p,6477,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6477,1624,4,1,95.50,99.72,7.86,91.01 j2p/mushroom,oneR,tbin,p,6477,1624,4,1,98.21,100.00,3.36,96.33 j2p/mushroom,bayes,tbin,p,6476,1625,4,2,95.02,99.47,8.87,90.72 j2p/mushroom,j48,tbin,p,6476,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1625,4,2,95.02,99.47,8.87,90.72 j2p/mushroom,oneR,tbin,p,6476,1625,4,2,98.46,100.00,3.05,96.99 j2p/mushroom,bayes,tbin,p,6476,1625,4,3,95.38,98.75,7.29,91.51 j2p/mushroom,j48,tbin,p,6476,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1625,4,3,95.38,98.75,7.29,91.51 j2p/mushroom,oneR,tbin,p,6476,1625,4,3,98.52,100.00,2.75,96.91 j2p/mushroom,bayes,tbin,p,6476,1625,4,4,95.75,98.46,6.37,92.39 j2p/mushroom,j48,tbin,p,6476,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1625,4,4,95.75,98.46,6.37,92.39 j2p/mushroom,oneR,tbin,p,6476,1625,4,4,98.77,100.00,2.27,97.38 j2p/mushroom,bayes,tbin,p,6499,1602,4,5,96.57,99.15,5.47,93.46 j2p/mushroom,j48,tbin,p,6499,1602,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1602,4,5,96.57,99.15,5.47,93.46 j2p/mushroom,oneR,tbin,p,6499,1602,4,5,98.63,100.00,2.51,97.06 j2p/mushroom,bayes,tbin,p,6470,1624,5,1,94.77,99.05,8.77,90.32 j2p/mushroom,j48,tbin,p,6470,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6470,1624,5,1,94.77,99.05,8.77,90.32 j2p/mushroom,oneR,tbin,p,6470,1624,5,1,98.71,100.00,2.50,97.39 j2p/mushroom,bayes,tbin,p,6469,1625,5,2,96.31,99.15,5.88,92.84 j2p/mushroom,j48,tbin,p,6469,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6469,1625,5,2,96.31,99.15,5.88,92.84 j2p/mushroom,oneR,tbin,p,6469,1625,5,2,98.83,100.00,2.13,97.48 j2p/mushroom,bayes,tbin,p,6469,1625,5,3,95.38,99.15,7.52,91.04 j2p/mushroom,j48,tbin,p,6469,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6469,1625,5,3,95.38,99.15,7.52,91.04 j2p/mushroom,oneR,tbin,p,6469,1625,5,3,98.52,100.00,2.73,96.88 j2p/mushroom,bayes,tbin,p,6469,1625,5,4,95.26,99.72,8.34,90.61 j2p/mushroom,j48,tbin,p,6469,1625,5,4,100.00,100.00,0.00,100.00 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j2p/mushroom,bayes,fayyadIrani,p,6484,1625,1,3,95.82,99.07,7.00,92.45 j2p/mushroom,j48,fayyadIrani,p,6484,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6484,1625,1,3,95.82,99.07,7.00,92.45 j2p/mushroom,oneR,fayyadIrani,p,6484,1625,1,3,98.95,100.00,2.04,97.90 j2p/mushroom,bayes,fayyadIrani,p,6484,1625,1,4,95.51,98.88,7.12,91.55 j2p/mushroom,j48,fayyadIrani,p,6484,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6484,1625,1,4,95.51,98.88,7.12,91.55 j2p/mushroom,oneR,fayyadIrani,p,6484,1625,1,4,98.65,100.00,2.51,97.14 j2p/mushroom,bayes,fayyadIrani,p,6499,1610,1,5,95.65,99.44,7.32,91.43 j2p/mushroom,j48,fayyadIrani,p,6499,1610,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1610,1,5,95.65,99.44,7.32,91.43 j2p/mushroom,oneR,fayyadIrani,p,6499,1610,1,5,98.63,100.00,2.55,97.14 j2p/mushroom,bayes,fayyadIrani,p,6466,1624,2,1,96.18,99.46,6.60,92.74 j2p/mushroom,j48,fayyadIrani,p,6466,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6466,1624,2,1,96.18,99.46,6.60,92.74 j2p/mushroom,oneR,fayyadIrani,p,6466,1624,2,1,98.46,100.00,2.94,96.87 j2p/mushroom,bayes,fayyadIrani,p,6465,1625,2,2,94.71,99.04,8.81,90.12 j2p/mushroom,j48,fayyadIrani,p,6465,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6465,1625,2,2,94.71,99.04,8.81,90.12 j2p/mushroom,oneR,fayyadIrani,p,6465,1625,2,2,98.58,100.00,2.71,97.12 j2p/mushroom,bayes,fayyadIrani,p,6465,1625,2,3,96.06,99.15,6.31,92.35 j2p/mushroom,j48,fayyadIrani,p,6465,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6465,1625,2,3,96.06,99.15,6.31,92.35 j2p/mushroom,oneR,fayyadIrani,p,6465,1625,2,3,98.34,100.00,3.02,96.44 j2p/mushroom,bayes,fayyadIrani,p,6465,1625,2,4,96.18,98.53,5.82,93.54 j2p/mushroom,j48,fayyadIrani,p,6465,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6465,1625,2,4,96.18,98.53,5.82,93.54 j2p/mushroom,oneR,fayyadIrani,p,6465,1625,2,4,98.77,100.00,2.34,97.47 j2p/mushroom,bayes,fayyadIrani,p,6499,1591,2,5,95.47,99.71,7.81,90.83 j2p/mushroom,j48,fayyadIrani,p,6499,1591,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1591,2,5,95.47,99.71,7.81,90.83 j2p/mushroom,oneR,fayyadIrani,p,6499,1591,2,5,98.43,100.00,2.93,96.72 j2p/mushroom,bayes,fayyadIrani,p,6471,1624,3,1,95.63,99.59,7.63,91.48 j2p/mushroom,j48,fayyadIrani,p,6471,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6471,1624,3,1,95.63,99.59,7.63,91.48 j2p/mushroom,oneR,fayyadIrani,p,6471,1624,3,1,98.34,100.00,3.17,96.62 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,3,2,96.06,98.15,5.53,93.11 j2p/mushroom,j48,fayyadIrani,p,6470,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,3,2,96.06,98.15,5.53,93.11 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,3,2,99.08,100.00,1.67,97.97 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,3,3,94.65,99.05,9.03,90.15 j2p/mushroom,j48,fayyadIrani,p,6470,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,3,3,94.65,99.05,9.03,90.15 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,3,3,97.72,100.00,4.35,95.44 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,3,4,96.06,99.05,6.39,92.72 j2p/mushroom,j48,fayyadIrani,p,6470,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,3,4,96.06,99.05,6.39,92.72 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,3,4,98.83,100.00,2.21,97.57 j2p/mushroom,bayes,fayyadIrani,p,6499,1596,3,5,95.80,99.58,7.26,91.74 j2p/mushroom,j48,fayyadIrani,p,6499,1596,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1596,3,5,95.80,99.58,7.26,91.74 j2p/mushroom,oneR,fayyadIrani,p,6499,1596,3,5,98.62,100.00,2.61,97.16 j2p/mushroom,bayes,fayyadIrani,p,6475,1624,4,1,95.87,98.80,6.64,92.74 j2p/mushroom,j48,fayyadIrani,p,6475,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6475,1624,4,1,95.87,98.80,6.64,92.74 j2p/mushroom,oneR,fayyadIrani,p,6475,1624,4,1,98.46,100.00,2.94,96.87 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,4,2,95.75,99.07,7.09,92.31 j2p/mushroom,j48,fayyadIrani,p,6474,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,4,2,95.75,99.07,7.09,92.31 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,4,2,98.03,100.00,3.76,96.03 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,4,3,95.38,99.71,7.73,90.29 j2p/mushroom,j48,fayyadIrani,p,6474,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,4,3,95.38,99.71,7.73,90.29 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,4,3,98.22,100.00,3.22,96.14 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,4,4,95.63,98.62,6.76,92.12 j2p/mushroom,j48,fayyadIrani,p,6474,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,4,4,95.63,98.62,6.76,92.12 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,4,4,99.20,100.00,1.50,98.32 j2p/mushroom,bayes,fayyadIrani,p,6499,1600,4,5,95.56,99.30,7.44,91.47 j2p/mushroom,j48,fayyadIrani,p,6499,1600,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1600,4,5,95.56,99.30,7.44,91.47 j2p/mushroom,oneR,fayyadIrani,p,6499,1600,4,5,98.75,100.00,2.36,97.42 j2p/mushroom,bayes,fayyadIrani,p,6468,1624,5,1,95.69,98.76,6.81,92.18 j2p/mushroom,j48,fayyadIrani,p,6468,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1624,5,1,95.69,98.76,6.81,92.18 j2p/mushroom,oneR,fayyadIrani,p,6468,1624,5,1,98.40,100.00,2.99,96.67 j2p/mushroom,bayes,fayyadIrani,p,6467,1625,5,2,95.02,99.01,8.06,90.44 j2p/mushroom,j48,fayyadIrani,p,6467,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1625,5,2,95.02,99.01,8.06,90.44 j2p/mushroom,oneR,fayyadIrani,p,6467,1625,5,2,98.09,100.00,3.51,95.99 j2p/mushroom,bayes,fayyadIrani,p,6467,1625,5,3,95.51,98.78,7.22,91.94 j2p/mushroom,j48,fayyadIrani,p,6467,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1625,5,3,95.51,98.78,7.22,91.94 j2p/mushroom,oneR,fayyadIrani,p,6467,1625,5,3,98.34,100.00,3.15,96.60 j2p/mushroom,bayes,fayyadIrani,p,6467,1625,5,4,96.55,99.19,5.67,93.65 j2p/mushroom,j48,fayyadIrani,p,6467,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1625,5,4,96.55,99.19,5.67,93.65 j2p/mushroom,oneR,fayyadIrani,p,6467,1625,5,4,99.14,100.00,1.64,98.22 j2p/mushroom,bayes,fayyadIrani,p,6499,1593,5,5,95.23,99.29,7.98,90.77 j2p/mushroom,j48,fayyadIrani,p,6499,1593,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1593,5,5,95.23,99.29,7.98,90.77 j2p/mushroom,oneR,fayyadIrani,p,6499,1593,5,5,98.68,100.00,2.49,97.27 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/segment,bayes,cat,sky,1848,461,1,1,78.96,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,461,1,1,98.92,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,461,1,1,83.73,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,461,1,1,64.21,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,1,2,79.87,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,1,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,1,2,85.93,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,1,2,63.85,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,1,3,78.79,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,1,3,94.59,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,1,3,83.12,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,1,3,63.20,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,1,4,83.12,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,1,4,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,1,4,87.01,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,1,4,64.07,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,1,5,80.52,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,1,5,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,1,5,87.01,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,1,5,62.34,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,2,1,81.56,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,2,1,96.53,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,2,1,86.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,2,1,63.34,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,2,2,81.82,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,2,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,2,2,85.71,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,2,2,58.44,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,2,3,79.87,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,2,3,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,2,3,83.33,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,2,3,64.29,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,2,4,79.44,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,2,4,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,2,4,85.06,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,2,4,65.37,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,2,5,78.96,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,2,5,95.66,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,2,5,84.16,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,2,5,62.04,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,461,3,1,79.83,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,461,3,1,97.18,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,461,3,1,83.73,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,461,3,1,61.82,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,3,2,81.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,3,2,96.32,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,3,2,85.93,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,3,2,63.85,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,3,3,78.57,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,3,3,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,3,3,85.93,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,3,3,64.07,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,3,4,82.90,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,3,4,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,3,4,87.45,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,3,4,65.80,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,460,3,5,77.61,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,460,3,5,96.74,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,460,3,5,84.57,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,460,3,5,62.17,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,461,4,1,80.91,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,461,4,1,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,461,4,1,86.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,461,4,1,60.95,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,4,2,82.03,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,4,2,97.62,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,4,2,86.36,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,4,2,63.20,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,4,3,80.95,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,4,3,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,4,3,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,4,3,65.80,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,4,4,79.44,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,4,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,4,4,84.63,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,4,4,62.99,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,459,4,5,78.43,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,459,4,5,95.64,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,459,4,5,82.35,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,459,4,5,62.53,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1849,461,5,1,77.66,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1849,461,5,1,96.31,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1849,461,5,1,84.16,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1849,461,5,1,62.26,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,5,2,81.17,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,5,2,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,5,2,87.45,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,5,2,60.82,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,5,3,82.03,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,5,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,5,3,85.71,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,5,3,69.05,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,5,4,79.22,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,5,4,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,5,4,85.28,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,5,4,64.07,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,5,5,81.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,5,5,95.67,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,5,5,85.71,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,5,5,64.07,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,1,1,88.50,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,1,1,93.49,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,1,1,88.50,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,1,1,48.59,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,1,2,85.71,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,1,2,93.72,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,1,2,85.71,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,1,2,54.11,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,1,3,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,1,3,94.59,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,1,3,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,1,3,50.65,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,1,4,84.42,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,1,4,93.29,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,1,4,84.42,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,1,4,48.05,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,1,5,88.96,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,1,5,94.59,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,1,5,88.96,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,1,5,53.25,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,2,1,90.46,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,2,1,94.58,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,2,1,90.46,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,2,1,52.06,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,2,2,84.20,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,2,2,89.18,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,2,2,84.20,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,2,2,51.73,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,2,3,85.71,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,2,3,95.02,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,2,3,85.71,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,2,3,51.52,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,2,4,86.80,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,2,4,94.37,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,2,4,86.80,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,2,4,48.70,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,2,5,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,2,5,94.59,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,2,5,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,2,5,51.73,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1843,461,3,1,86.77,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1843,461,3,1,92.84,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1843,461,3,1,86.77,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1843,461,3,1,51.84,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1842,462,3,2,90.69,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1842,462,3,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1842,462,3,2,90.69,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1842,462,3,2,52.16,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1842,462,3,3,87.66,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1842,462,3,3,93.29,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1842,462,3,3,87.66,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1842,462,3,3,53.25,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1842,462,3,4,85.50,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1842,462,3,4,93.29,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1842,462,3,4,85.50,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1842,462,3,4,48.48,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,457,3,5,86.65,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,457,3,5,93.65,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,457,3,5,86.65,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,457,3,5,49.23,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,461,4,1,84.60,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,461,4,1,93.93,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,461,4,1,84.60,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,461,4,1,50.54,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,4,2,88.53,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,4,2,93.51,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,4,2,88.53,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,4,2,51.73,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,4,3,88.53,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,4,3,94.16,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,4,3,88.53,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,4,3,53.90,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,4,4,89.39,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,4,4,94.81,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,4,4,89.39,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,4,4,50.65,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,460,4,5,85.43,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,460,4,5,93.70,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,460,4,5,85.43,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,460,4,5,47.83,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,461,5,1,89.80,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,461,5,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,461,5,1,89.80,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,461,5,1,52.93,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,5,2,85.50,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,5,2,93.51,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,5,2,85.50,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,5,2,50.22,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,5,3,89.83,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,5,3,94.59,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,5,3,89.83,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,5,3,51.52,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,5,4,86.15,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,5,4,93.72,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,5,4,86.15,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,5,4,50.87,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,459,5,5,85.19,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,459,5,5,94.99,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,459,5,5,85.19,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,459,5,5,49.89,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,461,1,1,94.14,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,461,1,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,461,1,1,94.14,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,461,1,1,49.24,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1843,462,1,2,88.10,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1843,462,1,2,93.07,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1843,462,1,2,88.10,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1843,462,1,2,50.22,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1843,462,1,3,90.26,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1843,462,1,3,93.29,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1843,462,1,3,90.26,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1843,462,1,3,48.27,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1843,462,1,4,90.91,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1843,462,1,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1843,462,1,4,90.91,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1843,462,1,4,51.52,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,458,1,5,90.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,458,1,5,94.10,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,458,1,5,90.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,458,1,5,52.18,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,2,1,92.19,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,2,1,94.79,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,2,1,92.19,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,2,1,51.63,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,2,2,91.99,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,2,2,96.10,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,2,2,91.99,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,2,2,47.40,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,2,3,87.23,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,2,3,93.07,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,2,3,87.23,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,2,3,45.89,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,2,4,89.18,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,2,4,93.29,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,2,4,89.18,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,2,4,48.27,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,2,5,92.42,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,2,5,96.97,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,2,5,92.42,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,2,5,53.46,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,3,1,88.07,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,3,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,3,1,88.07,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,3,1,48.81,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,2,89.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,2,96.10,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,2,89.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,2,49.57,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,3,91.56,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,3,49.57,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,4,90.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,4,93.29,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,4,47.84,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,5,91.77,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,5,92.42,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,5,91.77,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,5,49.78,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,461,4,1,92.62,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,461,4,1,97.61,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,461,4,1,92.62,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,461,4,1,50.54,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,4,2,90.26,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,4,2,95.02,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,4,2,90.26,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,4,2,48.70,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,4,3,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,4,3,93.72,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,4,3,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,4,3,48.70,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,4,4,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,4,4,94.37,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,4,4,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,4,4,51.08,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,459,4,5,89.11,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,459,4,5,93.90,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,459,4,5,89.11,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,459,4,5,49.46,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,461,5,1,88.72,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,461,5,1,96.53,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,461,5,1,88.72,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,461,5,1,49.24,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,5,2,89.18,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,5,2,95.67,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,5,2,89.18,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,5,2,46.75,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,5,3,90.91,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,5,3,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,5,3,90.91,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,5,3,49.13,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,5,4,94.16,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,5,4,96.97,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,5,4,94.16,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,5,4,51.52,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,459,5,5,88.89,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,459,5,5,91.50,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,459,5,5,88.89,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,459,5,5,47.93,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1849,461,1,1,91.32,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1849,461,1,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1849,461,1,1,91.32,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1849,461,1,1,62.69,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,2,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,2,95.24,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,2,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,2,64.72,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,3,92.21,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,3,93.07,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,3,92.21,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,3,67.10,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,4,89.18,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,4,95.24,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,4,89.18,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,4,65.37,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,5,92.64,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,5,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,5,92.64,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,5,67.97,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1849,461,2,1,91.11,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1849,461,2,1,93.49,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1849,461,2,1,91.11,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1849,461,2,1,66.81,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,2,2,92.21,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,2,2,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,2,2,92.21,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,2,2,68.83,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,2,3,92.64,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,2,3,94.37,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,2,3,92.64,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,2,3,66.02,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,2,4,90.48,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,2,4,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,2,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,2,4,63.42,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,2,5,91.99,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,2,5,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,2,5,91.99,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,2,5,63.42,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,3,1,92.19,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,3,1,94.79,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,3,1,92.19,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,3,1,63.99,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,2,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,2,95.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,2,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,2,65.80,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,3,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,3,93.51,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,3,62.99,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,4,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,4,95.24,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,4,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,4,68.40,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,3,5,90.65,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,3,5,95.00,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,3,5,90.65,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,3,5,67.17,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,4,1,92.62,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,4,1,96.96,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,4,1,92.62,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,4,1,64.43,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,2,93.07,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,2,95.24,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,2,93.07,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,2,64.50,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,3,93.29,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,3,94.37,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,3,93.29,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,3,67.75,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,4,89.83,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,4,94.37,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,4,89.83,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,4,67.32,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,5,90.04,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,5,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,5,90.04,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,5,65.15,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,5,1,91.32,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,5,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,5,1,91.32,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,5,1,65.73,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,5,2,88.31,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,5,2,91.13,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,5,2,88.31,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,5,2,62.99,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,5,3,92.64,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,5,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,5,3,92.64,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,5,3,67.32,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,5,4,95.02,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,5,4,96.32,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,5,4,95.02,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,5,4,67.32,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,5,5,92.41,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,5,5,95.88,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,5,5,92.41,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,5,5,65.51,100.00,0.00,100.00 /home/donaldb/var/weka/xval.1244 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/sonar,bayes,cat,Mine,167,41,1,1,58.54,72.22,52.17,52.00 q2s/sonar,j48,cat,Mine,167,41,1,1,70.73,76.00,37.50,76.00 q2s/sonar,nbk,cat,Mine,167,41,1,1,68.29,75.00,41.18,72.00 q2s/sonar,oneR,cat,Mine,167,41,1,1,68.29,77.27,42.11,68.00 q2s/sonar,bayes,cat,Mine,166,42,1,2,66.67,66.67,33.33,52.63 q2s/sonar,j48,cat,Mine,166,42,1,2,57.14,52.17,36.84,63.16 q2s/sonar,nbk,cat,Mine,166,42,1,2,76.19,73.68,21.74,73.68 q2s/sonar,oneR,cat,Mine,166,42,1,2,64.29,59.09,30.00,68.42 q2s/sonar,bayes,cat,Mine,167,41,1,3,78.05,88.24,29.17,68.18 q2s/sonar,j48,cat,Mine,167,41,1,3,78.05,88.24,29.17,68.18 q2s/sonar,nbk,cat,Mine,167,41,1,3,78.05,93.33,30.77,63.64 q2s/sonar,oneR,cat,Mine,167,41,1,3,41.46,45.83,64.71,50.00 q2s/sonar,bayes,cat,Mine,166,42,1,4,64.29,78.57,42.86,47.83 q2s/sonar,j48,cat,Mine,166,42,1,4,71.43,76.19,33.33,69.57 q2s/sonar,nbk,cat,Mine,166,42,1,4,69.05,85.71,39.29,52.17 q2s/sonar,oneR,cat,Mine,166,42,1,4,35.71,42.31,75.00,47.83 q2s/sonar,bayes,cat,Mine,167,41,1,5,63.41,66.67,40.00,63.64 q2s/sonar,j48,cat,Mine,167,41,1,5,58.54,60.87,44.44,63.64 q2s/sonar,nbk,cat,Mine,167,41,1,5,73.17,73.91,27.78,77.27 q2s/sonar,oneR,cat,Mine,167,41,1,5,63.41,62.96,35.71,77.27 q2s/sonar,bayes,cat,Mine,167,41,2,1,60.98,64.29,40.74,45.00 q2s/sonar,j48,cat,Mine,167,41,2,1,68.29,65.22,27.78,75.00 q2s/sonar,nbk,cat,Mine,167,41,2,1,65.85,66.67,34.78,60.00 q2s/sonar,oneR,cat,Mine,167,41,2,1,65.85,63.64,31.58,70.00 q2s/sonar,bayes,cat,Mine,166,42,2,2,61.90,70.59,44.00,52.17 q2s/sonar,j48,cat,Mine,166,42,2,2,64.29,70.00,40.91,60.87 q2s/sonar,nbk,cat,Mine,166,42,2,2,64.29,72.22,41.67,56.52 q2s/sonar,oneR,cat,Mine,166,42,2,2,69.05,67.86,28.57,82.61 q2s/sonar,bayes,cat,Mine,167,41,2,3,82.93,88.24,20.83,75.00 q2s/sonar,j48,cat,Mine,167,41,2,3,73.17,71.43,25.00,75.00 q2s/sonar,nbk,cat,Mine,167,41,2,3,78.05,76.19,20.00,80.00 q2s/sonar,oneR,cat,Mine,167,41,2,3,68.29,70.59,33.33,60.00 q2s/sonar,bayes,cat,Mine,166,42,2,4,69.05,93.33,44.44,53.85 q2s/sonar,j48,cat,Mine,166,42,2,4,76.19,80.77,31.25,80.77 q2s/sonar,nbk,cat,Mine,166,42,2,4,71.43,85.00,40.91,65.38 q2s/sonar,oneR,cat,Mine,166,42,2,4,59.52,76.47,52.00,50.00 q2s/sonar,bayes,cat,Mine,167,41,2,5,70.73,76.47,33.33,61.90 q2s/sonar,j48,cat,Mine,167,41,2,5,73.17,70.83,23.53,80.95 q2s/sonar,nbk,cat,Mine,167,41,2,5,75.61,73.91,22.22,80.95 q2s/sonar,oneR,cat,Mine,167,41,2,5,58.54,59.09,42.11,61.90 q2s/sonar,bayes,cat,Mine,167,41,3,1,63.41,60.00,33.33,63.16 q2s/sonar,j48,cat,Mine,167,41,3,1,70.73,64.00,18.75,84.21 q2s/sonar,nbk,cat,Mine,167,41,3,1,60.98,56.52,33.33,68.42 q2s/sonar,oneR,cat,Mine,167,41,3,1,56.10,51.85,35.71,73.68 q2s/sonar,bayes,cat,Mine,166,42,3,2,61.90,83.33,46.67,41.67 q2s/sonar,j48,cat,Mine,166,42,3,2,61.90,70.00,45.45,58.33 q2s/sonar,nbk,cat,Mine,166,42,3,2,64.29,73.68,43.48,58.33 q2s/sonar,oneR,cat,Mine,166,42,3,2,73.81,76.00,29.41,79.17 q2s/sonar,bayes,cat,Mine,167,41,3,3,73.17,94.44,43.48,62.96 q2s/sonar,j48,cat,Mine,167,41,3,3,78.05,82.14,30.77,85.19 q2s/sonar,nbk,cat,Mine,167,41,3,3,82.93,91.67,29.41,81.48 q2s/sonar,oneR,cat,Mine,167,41,3,3,68.29,75.00,46.15,77.78 q2s/sonar,bayes,cat,Mine,166,42,3,4,64.29,76.47,44.00,54.17 q2s/sonar,j48,cat,Mine,166,42,3,4,69.05,72.00,35.29,75.00 q2s/sonar,nbk,cat,Mine,166,42,3,4,76.19,85.00,31.82,70.83 q2s/sonar,oneR,cat,Mine,166,42,3,4,61.90,66.67,44.44,66.67 q2s/sonar,bayes,cat,Mine,167,41,3,5,85.37,86.67,15.38,76.47 q2s/sonar,j48,cat,Mine,167,41,3,5,73.17,66.67,21.74,70.59 q2s/sonar,nbk,cat,Mine,167,41,3,5,87.80,92.86,14.81,76.47 q2s/sonar,oneR,cat,Mine,167,41,3,5,65.85,58.82,29.17,58.82 q2s/sonar,bayes,cat,Mine,167,41,4,1,73.17,78.95,31.82,68.18 q2s/sonar,j48,cat,Mine,167,41,4,1,75.61,73.08,20.00,86.36 q2s/sonar,nbk,cat,Mine,167,41,4,1,73.17,73.91,27.78,77.27 q2s/sonar,oneR,cat,Mine,167,41,4,1,56.10,58.33,47.06,63.64 q2s/sonar,bayes,cat,Mine,166,42,4,2,73.81,85.00,36.36,68.00 q2s/sonar,j48,cat,Mine,166,42,4,2,71.43,80.95,38.10,68.00 q2s/sonar,nbk,cat,Mine,166,42,4,2,76.19,89.47,34.78,68.00 q2s/sonar,oneR,cat,Mine,166,42,4,2,71.43,74.07,33.33,80.00 q2s/sonar,bayes,cat,Mine,167,41,4,3,63.41,75.00,44.00,52.17 q2s/sonar,j48,cat,Mine,167,41,4,3,78.05,75.00,15.38,91.30 q2s/sonar,nbk,cat,Mine,167,41,4,3,60.98,66.67,45.00,60.87 q2s/sonar,oneR,cat,Mine,167,41,4,3,60.98,66.67,45.00,60.87 q2s/sonar,bayes,cat,Mine,166,42,4,4,64.29,90.00,43.75,39.13 q2s/sonar,j48,cat,Mine,166,42,4,4,83.33,90.00,22.73,78.26 q2s/sonar,nbk,cat,Mine,166,42,4,4,78.57,93.75,30.77,65.22 q2s/sonar,oneR,cat,Mine,166,42,4,4,71.43,76.19,33.33,69.57 q2s/sonar,bayes,cat,Mine,167,41,4,5,78.05,80.00,23.08,66.67 q2s/sonar,j48,cat,Mine,167,41,4,5,68.29,63.16,27.27,66.67 q2s/sonar,nbk,cat,Mine,167,41,4,5,78.05,73.68,18.18,77.78 q2s/sonar,oneR,cat,Mine,167,41,4,5,68.29,58.62,8.33,94.44 q2s/sonar,bayes,cat,Mine,167,41,5,1,60.98,60.00,38.10,60.00 q2s/sonar,j48,cat,Mine,167,41,5,1,80.49,75.00,11.76,90.00 q2s/sonar,nbk,cat,Mine,167,41,5,1,70.73,70.00,28.57,70.00 q2s/sonar,oneR,cat,Mine,167,41,5,1,63.41,61.90,35.00,65.00 q2s/sonar,bayes,cat,Mine,166,42,5,2,73.81,100.00,40.74,57.69 q2s/sonar,j48,cat,Mine,166,42,5,2,71.43,85.00,40.91,65.38 q2s/sonar,nbk,cat,Mine,166,42,5,2,78.57,94.74,34.78,69.23 q2s/sonar,oneR,cat,Mine,166,42,5,2,64.29,78.95,47.83,57.69 q2s/sonar,bayes,cat,Mine,167,41,5,3,68.29,100.00,38.24,35.00 q2s/sonar,j48,cat,Mine,167,41,5,3,65.85,66.67,34.78,60.00 q2s/sonar,nbk,cat,Mine,167,41,5,3,65.85,75.00,37.93,45.00 q2s/sonar,oneR,cat,Mine,167,41,5,3,58.54,56.52,38.89,65.00 q2s/sonar,bayes,cat,Mine,166,42,5,4,71.43,66.67,25.00,66.67 q2s/sonar,j48,cat,Mine,166,42,5,4,66.67,57.14,14.29,88.89 q2s/sonar,nbk,cat,Mine,166,42,5,4,69.05,61.90,23.81,72.22 q2s/sonar,oneR,cat,Mine,166,42,5,4,64.29,55.56,20.00,83.33 q2s/sonar,bayes,cat,Mine,167,41,5,5,73.17,86.36,42.11,70.37 q2s/sonar,j48,cat,Mine,167,41,5,5,80.49,85.19,28.57,85.19 q2s/sonar,nbk,cat,Mine,167,41,5,5,75.61,86.96,38.89,74.07 q2s/sonar,oneR,cat,Mine,167,41,5,5,53.66,65.38,66.67,62.96 q2s/sonar,bayes,disctree,,167,41,1,1,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,1,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,1,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,2,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,2,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,2,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,3,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,3,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,3,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,4,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,4,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,4,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,5,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,5,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,5,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,1,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,1,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,1,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,2,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,2,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,2,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,3,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,3,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,3,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,4,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,4,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,4,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,5,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,5,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,5,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,1,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,1,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,1,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,2,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,2,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,2,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,3,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,3,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,3,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,4,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,4,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,4,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,5,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,5,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,5,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,1,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,1,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,1,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,2,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,2,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,2,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,3,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,3,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,3,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,4,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,4,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,4,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,5,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,5,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,5,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,1,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,1,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,1,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,2,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,2,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,2,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,3,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,3,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,3,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,4,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,4,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,4,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,5,73.17,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,5,80.49,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,5,53.66,50.00,50.00,50.00 q2s/sonar,bayes,tbin,Mine,166,41,1,1,75.61,79.31,33.33,85.19 q2s/sonar,j48,tbin,Mine,166,41,1,1,60.98,76.19,55.00,59.26 q2s/sonar,nbk,tbin,Mine,166,41,1,1,75.61,79.31,33.33,85.19 q2s/sonar,oneR,tbin,Mine,166,41,1,1,63.41,75.00,52.94,66.67 q2s/sonar,bayes,tbin,Mine,165,42,1,2,78.57,76.92,20.69,62.50 q2s/sonar,j48,tbin,Mine,165,42,1,2,73.81,66.67,22.22,62.50 q2s/sonar,nbk,tbin,Mine,165,42,1,2,78.57,76.92,20.69,62.50 q2s/sonar,oneR,tbin,Mine,165,42,1,2,73.81,63.16,17.39,75.00 q2s/sonar,bayes,tbin,Mine,166,41,1,3,80.49,86.36,26.32,79.17 q2s/sonar,j48,tbin,Mine,166,41,1,3,80.49,83.33,23.53,83.33 q2s/sonar,nbk,tbin,Mine,166,41,1,3,80.49,86.36,26.32,79.17 q2s/sonar,oneR,tbin,Mine,166,41,1,3,78.05,82.61,27.78,79.17 q2s/sonar,bayes,tbin,Mine,165,42,1,4,78.57,72.00,11.76,90.00 q2s/sonar,j48,tbin,Mine,165,42,1,4,69.05,62.96,20.00,85.00 q2s/sonar,nbk,tbin,Mine,165,42,1,4,78.57,72.00,11.76,90.00 q2s/sonar,oneR,tbin,Mine,165,42,1,4,71.43,64.29,14.29,90.00 q2s/sonar,bayes,tbin,Mine,166,41,1,5,73.17,76.00,31.25,79.17 q2s/sonar,j48,tbin,Mine,166,41,1,5,73.17,74.07,28.57,83.33 q2s/sonar,nbk,tbin,Mine,166,41,1,5,73.17,76.00,31.25,79.17 q2s/sonar,oneR,tbin,Mine,166,41,1,5,65.85,66.67,36.36,83.33 q2s/sonar,bayes,tbin,Mine,167,41,2,1,80.49,83.33,23.53,83.33 q2s/sonar,j48,tbin,Mine,167,41,2,1,68.29,73.91,38.89,70.83 q2s/sonar,nbk,tbin,Mine,167,41,2,1,80.49,83.33,23.53,83.33 q2s/sonar,oneR,tbin,Mine,167,41,2,1,75.61,79.17,29.41,79.17 q2s/sonar,bayes,tbin,Mine,166,42,2,2,80.95,82.61,21.05,82.61 q2s/sonar,j48,tbin,Mine,166,42,2,2,61.90,66.67,42.86,60.87 q2s/sonar,nbk,tbin,Mine,166,42,2,2,80.95,82.61,21.05,82.61 q2s/sonar,oneR,tbin,Mine,166,42,2,2,69.05,70.83,33.33,73.91 q2s/sonar,bayes,tbin,Mine,167,41,2,3,73.17,75.00,28.57,71.43 q2s/sonar,j48,tbin,Mine,167,41,2,3,70.73,69.57,27.78,76.19 q2s/sonar,nbk,tbin,Mine,167,41,2,3,73.17,75.00,28.57,71.43 q2s/sonar,oneR,tbin,Mine,167,41,2,3,78.05,73.08,13.33,90.48 q2s/sonar,bayes,tbin,Mine,166,42,2,4,80.95,88.24,24.00,71.43 q2s/sonar,j48,tbin,Mine,166,42,2,4,73.81,67.86,14.29,90.48 q2s/sonar,nbk,tbin,Mine,166,42,2,4,80.95,88.24,24.00,71.43 q2s/sonar,oneR,tbin,Mine,166,42,2,4,71.43,69.57,26.32,76.19 q2s/sonar,bayes,tbin,Mine,167,41,2,5,78.05,76.00,18.75,86.36 q2s/sonar,j48,tbin,Mine,167,41,2,5,65.85,66.67,35.29,72.73 q2s/sonar,nbk,tbin,Mine,167,41,2,5,78.05,76.00,18.75,86.36 q2s/sonar,oneR,tbin,Mine,167,41,2,5,63.41,65.22,38.89,68.18 q2s/sonar,bayes,tbin,Mine,167,41,3,1,75.61,77.27,26.32,77.27 q2s/sonar,j48,tbin,Mine,167,41,3,1,65.85,68.18,36.84,68.18 q2s/sonar,nbk,tbin,Mine,167,41,3,1,75.61,77.27,26.32,77.27 q2s/sonar,oneR,tbin,Mine,167,41,3,1,63.41,68.42,40.91,59.09 q2s/sonar,bayes,tbin,Mine,166,42,3,2,76.19,80.00,27.27,72.73 q2s/sonar,j48,tbin,Mine,166,42,3,2,64.29,68.42,39.13,59.09 q2s/sonar,nbk,tbin,Mine,166,42,3,2,76.19,80.00,27.27,72.73 q2s/sonar,oneR,tbin,Mine,166,42,3,2,66.67,68.18,35.00,68.18 q2s/sonar,bayes,tbin,Mine,167,41,3,3,80.49,83.33,23.53,83.33 q2s/sonar,j48,tbin,Mine,167,41,3,3,70.73,77.27,36.84,70.83 q2s/sonar,nbk,tbin,Mine,167,41,3,3,80.49,83.33,23.53,83.33 q2s/sonar,oneR,tbin,Mine,167,41,3,3,70.73,77.27,36.84,70.83 q2s/sonar,bayes,tbin,Mine,166,42,3,4,80.95,82.61,21.05,82.61 q2s/sonar,j48,tbin,Mine,166,42,3,4,69.05,66.67,25.00,86.96 q2s/sonar,nbk,tbin,Mine,166,42,3,4,80.95,82.61,21.05,82.61 q2s/sonar,oneR,tbin,Mine,166,42,3,4,78.57,75.00,14.29,91.30 q2s/sonar,bayes,tbin,Mine,167,41,3,5,68.29,65.22,27.78,75.00 q2s/sonar,j48,tbin,Mine,167,41,3,5,68.29,65.22,27.78,75.00 q2s/sonar,nbk,tbin,Mine,167,41,3,5,68.29,65.22,27.78,75.00 q2s/sonar,oneR,tbin,Mine,167,41,3,5,73.17,69.57,22.22,80.00 q2s/sonar,bayes,tbin,Mine,167,41,4,1,63.41,68.00,43.75,70.83 q2s/sonar,j48,tbin,Mine,167,41,4,1,58.54,68.42,50.00,54.17 q2s/sonar,nbk,tbin,Mine,167,41,4,1,63.41,68.00,43.75,70.83 q2s/sonar,oneR,tbin,Mine,167,41,4,1,63.41,68.00,43.75,70.83 q2s/sonar,bayes,tbin,Mine,166,42,4,2,80.95,73.91,10.53,89.47 q2s/sonar,j48,tbin,Mine,166,42,4,2,66.67,60.87,26.32,73.68 q2s/sonar,nbk,tbin,Mine,166,42,4,2,80.95,73.91,10.53,89.47 q2s/sonar,oneR,tbin,Mine,166,42,4,2,69.05,65.00,27.27,68.42 q2s/sonar,bayes,tbin,Mine,167,41,4,3,78.05,62.50,12.00,76.92 q2s/sonar,j48,tbin,Mine,167,41,4,3,70.73,52.63,13.64,76.92 q2s/sonar,nbk,tbin,Mine,167,41,4,3,78.05,62.50,12.00,76.92 q2s/sonar,oneR,tbin,Mine,167,41,4,3,70.73,52.94,16.67,69.23 q2s/sonar,bayes,tbin,Mine,166,42,4,4,76.19,84.62,37.50,78.57 q2s/sonar,j48,tbin,Mine,166,42,4,4,61.90,77.27,55.00,60.71 q2s/sonar,nbk,tbin,Mine,166,42,4,4,76.19,84.62,37.50,78.57 q2s/sonar,oneR,tbin,Mine,166,42,4,4,66.67,76.92,50.00,71.43 q2s/sonar,bayes,tbin,Mine,167,41,4,5,87.80,95.65,22.22,84.62 q2s/sonar,j48,tbin,Mine,167,41,4,5,73.17,82.61,38.89,73.08 q2s/sonar,nbk,tbin,Mine,167,41,4,5,87.80,95.65,22.22,84.62 q2s/sonar,oneR,tbin,Mine,167,41,4,5,80.49,84.62,26.67,84.62 q2s/sonar,bayes,tbin,Mine,167,41,5,1,68.29,68.18,31.58,71.43 q2s/sonar,j48,tbin,Mine,167,41,5,1,60.98,63.16,40.91,57.14 q2s/sonar,nbk,tbin,Mine,167,41,5,1,68.29,68.18,31.58,71.43 q2s/sonar,oneR,tbin,Mine,167,41,5,1,70.73,71.43,30.00,71.43 q2s/sonar,bayes,tbin,Mine,166,42,5,2,83.33,77.27,10.00,89.47 q2s/sonar,j48,tbin,Mine,166,42,5,2,69.05,63.64,25.00,73.68 q2s/sonar,nbk,tbin,Mine,166,42,5,2,83.33,77.27,10.00,89.47 q2s/sonar,oneR,tbin,Mine,166,42,5,2,78.57,75.00,18.18,78.95 q2s/sonar,bayes,tbin,Mine,167,41,5,3,75.61,80.77,33.33,80.77 q2s/sonar,j48,tbin,Mine,167,41,5,3,70.73,73.33,36.36,84.62 q2s/sonar,nbk,tbin,Mine,167,41,5,3,75.61,80.77,33.33,80.77 q2s/sonar,oneR,tbin,Mine,167,41,5,3,68.29,74.07,42.86,76.92 q2s/sonar,bayes,tbin,Mine,166,42,5,4,73.81,80.00,35.29,76.92 q2s/sonar,j48,tbin,Mine,166,42,5,4,69.05,80.95,42.86,65.38 q2s/sonar,nbk,tbin,Mine,166,42,5,4,73.81,80.00,35.29,76.92 q2s/sonar,oneR,tbin,Mine,166,42,5,4,69.05,80.95,42.86,65.38 q2s/sonar,bayes,tbin,Mine,167,41,5,5,80.49,78.95,18.18,78.95 q2s/sonar,j48,tbin,Mine,167,41,5,5,70.73,62.96,14.29,89.47 q2s/sonar,nbk,tbin,Mine,167,41,5,5,80.49,78.95,18.18,78.95 q2s/sonar,oneR,tbin,Mine,167,41,5,5,73.17,65.38,13.33,89.47 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,1,78.05,71.43,15.00,83.33 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,1,63.41,56.00,25.00,77.78 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,1,78.05,71.43,15.00,83.33 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,1,51.22,45.45,42.11,55.56 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,2,90.48,89.47,8.70,89.47 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,2,85.71,78.26,5.26,94.74 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,2,90.48,89.47,8.70,89.47 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,2,78.57,72.73,15.00,84.21 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,3,90.24,89.29,7.69,96.15 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,3,82.93,82.76,16.67,92.31 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,3,90.24,89.29,7.69,96.15 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,3,70.73,76.92,40.00,76.92 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,4,73.81,76.19,28.57,72.73 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,4,71.43,77.78,33.33,63.64 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,4,73.81,76.19,28.57,72.73 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,4,61.90,62.50,38.89,68.18 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,5,92.68,92.31,6.67,96.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,5,92.68,95.83,11.76,92.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,5,92.68,92.31,6.67,96.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,5,80.49,84.00,25.00,84.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,1,87.80,83.33,8.70,88.24 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,1,87.80,83.33,8.70,88.24 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,1,87.80,83.33,8.70,88.24 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,1,70.73,61.90,20.00,76.47 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,2,88.10,92.31,18.75,88.89 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,2,85.71,92.00,23.53,85.19 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,2,88.10,92.31,18.75,88.89 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,2,76.19,84.00,35.29,77.78 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,3,85.37,80.77,6.67,95.45 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,3,82.93,82.61,16.67,86.36 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,3,85.37,80.77,6.67,95.45 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,3,70.73,69.23,26.67,81.82 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,4,88.10,84.00,5.88,95.45 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,4,90.48,90.91,10.00,90.91 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,4,88.10,84.00,5.88,95.45 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,4,80.95,76.92,12.50,90.91 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,5,78.05,79.17,23.53,82.61 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,5,78.05,75.00,15.38,91.30 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,5,78.05,79.17,23.53,82.61 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,5,70.73,70.37,28.57,82.61 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,1,90.24,94.44,13.04,85.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,1,80.49,77.27,15.79,85.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,1,90.24,94.44,13.04,85.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,1,73.17,71.43,25.00,75.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,2,80.95,79.17,16.67,86.36 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,2,73.81,76.19,28.57,72.73 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,2,80.95,79.17,16.67,86.36 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,2,73.81,72.00,23.53,81.82 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,3,78.05,70.00,14.29,82.35 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,3,70.73,64.71,25.00,64.71 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,3,78.05,70.00,14.29,82.35 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,3,75.61,66.67,15.00,82.35 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,4,85.71,85.19,13.33,92.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,4,83.33,80.00,8.33,96.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,4,85.71,85.19,13.33,92.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,4,76.19,77.78,26.67,84.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,5,87.80,89.29,15.38,92.59 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,5,87.80,95.83,23.53,85.19 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,5,87.80,89.29,15.38,92.59 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,5,80.49,85.19,28.57,85.19 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,1,82.93,86.36,21.05,82.61 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,1,85.37,86.96,16.67,86.96 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,1,82.93,86.36,21.05,82.61 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,1,78.05,76.92,20.00,86.96 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,2,85.71,90.91,20.00,83.33 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,2,90.48,91.67,11.11,91.67 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,2,85.71,90.91,20.00,83.33 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,2,78.57,82.61,26.32,79.17 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,3,75.61,72.73,21.05,80.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,3,78.05,82.35,25.00,70.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,3,75.61,72.73,21.05,80.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,3,73.17,69.57,22.22,80.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,4,90.48,89.29,7.14,96.15 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,4,76.19,86.36,35.00,73.08 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,4,90.48,89.29,7.14,96.15 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,4,78.57,81.48,26.67,84.62 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,5,87.80,80.95,5.00,94.44 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,5,78.05,68.00,6.25,94.44 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,5,87.80,80.95,5.00,94.44 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,5,70.73,63.64,21.05,77.78 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,1,85.37,80.77,6.67,95.45 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,1,85.37,80.77,6.67,95.45 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,1,85.37,80.77,6.67,95.45 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,1,82.93,77.78,7.14,95.45 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,2,88.10,88.00,11.76,91.67 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,2,76.19,76.92,25.00,83.33 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,2,88.10,88.00,11.76,91.67 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,2,73.81,76.00,29.41,79.17 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,3,87.80,90.91,15.79,86.96 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,3,78.05,85.00,28.57,73.91 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,3,87.80,90.91,15.79,86.96 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,3,73.17,77.27,31.58,73.91 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,4,88.10,81.82,5.00,94.74 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,4,80.95,72.00,5.88,94.74 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,4,88.10,81.82,5.00,94.74 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,4,76.19,69.57,15.79,84.21 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,5,80.49,85.71,25.00,78.26 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,5,68.29,75.00,38.10,65.22 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,5,80.49,85.71,25.00,78.26 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,5,73.17,75.00,29.41,78.26 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/soybean,bayes,cat,charcoal-rot,547,136,1,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,1,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,2,89.78,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,2,87.59,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,2,89.78,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,2,37.96,0.00,100.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,3,39.71,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,4,95.62,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,4,31.39,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,5,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,5,39.71,0.00,71.43,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,1,89.71,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,1,89.71,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,1,37.50,33.33,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,2,86.86,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,2,37.23,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,3,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,3,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,3,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,4,94.16,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,4,37.96,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,5,88.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,5,94.12,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,5,88.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,5,40.44,0.00,60.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,3,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,3,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,3,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,3,1,41.91,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,3,2,94.16,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,3,2,92.70,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,3,2,94.16,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,3,2,38.69,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,3,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,3,3,86.76,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,3,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,3,3,35.29,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,3,4,91.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,3,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,3,4,91.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,3,4,36.50,37.50,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,3,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,3,5,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,3,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,3,5,36.03,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,1,88.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,1,83.09,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,1,88.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,1,33.09,0.00,83.33,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,2,94.89,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,2,91.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,2,94.89,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,2,35.77,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,3,88.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,3,88.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,3,88.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,3,38.97,33.33,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,4,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,4,94.16,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,4,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,4,41.61,42.86,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,5,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,5,39.71,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,1,39.71,33.33,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,2,88.32,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,2,35.04,0.00,100.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,3,92.65,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,3,37.50,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,4,91.97,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,4,92.70,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,4,91.97,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,4,38.69,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,5,94.85,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,5,39.71,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,1,90.44,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,1,94.12,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,1,90.44,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,1,38.97,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,2,91.97,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,2,34.31,0.00,100.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,3,90.44,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,3,90.44,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,3,35.29,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,4,35.04,20.00,0.00,100.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,5,87.50,100.00,0.00,100.00 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q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,3,33.09,0.00,50.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,3,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,3,4,88.32,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,3,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,3,4,39.42,14.29,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,3,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,3,5,89.71,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,3,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,5,35.29,42.86,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,545,136,4,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,545,136,4,1,92.65,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,545,136,4,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,545,136,4,1,41.18,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,544,137,4,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,544,137,4,2,91.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,544,137,4,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,544,137,4,2,37.23,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,545,136,4,3,90.44,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,545,136,4,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,545,136,4,3,90.44,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,545,136,4,3,42.65,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,544,137,4,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,544,137,4,4,94.16,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,544,137,4,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,544,137,4,4,37.96,42.86,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,546,135,4,5,92.59,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,135,4,5,93.33,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,135,4,5,92.59,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,135,4,5,34.07,0.00,57.14,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,1,84.56,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,1,33.09,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,2,88.32,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,2,36.50,28.57,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,3,36.03,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,4,37.96,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,5,42.65,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,1,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,1,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,1,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,1,1,39.71,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,1,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,1,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,1,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,1,2,38.69,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,1,3,37.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,1,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,1,4,93.43,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,1,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,1,4,37.96,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,1,5,88.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,1,5,86.03,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,1,5,88.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,1,5,38.97,0.00,75.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,1,96.32,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,1,96.32,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,1,39.71,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,2,32.12,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,3,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,3,41.18,0.00,55.56,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,4,89.05,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,4,89.05,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,4,39.42,0.00,83.33,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,5,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,5,38.97,28.57,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,1,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,1,36.03,0.00,60.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,2,42.34,0.00,66.67,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,3,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,3,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,3,41.18,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,4,93.43,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,4,30.66,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,5,94.85,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,5,38.24,33.33,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,4,1,90.44,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,4,1,88.97,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,4,1,90.44,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,4,1,39.71,28.57,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,4,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,4,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,4,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,4,2,38.69,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,4,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,4,3,39.71,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,4,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,4,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,4,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,4,4,39.42,0.00,50.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,4,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,4,5,94.12,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,4,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,4,5,36.76,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,1,41.91,0.00,60.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,2,95.62,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,2,37.23,33.33,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,3,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,3,39.71,33.33,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,4,89.78,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,4,89.05,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,4,89.78,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,4,29.93,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,5,87.50,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,5,38.97,0.00,71.43,0.00 /home/donaldb/var/weka/xval.11670 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/splice,bayes,cat,IE,2544,637,1,1,95.92,97.92,1.33,98.60 q2s/splice,j48,cat,IE,2544,637,1,1,94.98,97.86,4.52,95.14 q2s/splice,nbk,cat,IE,2544,637,1,1,95.92,97.92,1.33,98.60 q2s/splice,oneR,cat,IE,2544,637,1,1,25.12,100.00,47.67,2.05 q2s/splice,bayes,cat,IE,2543,638,1,2,95.61,97.48,4.20,96.27 q2s/splice,j48,cat,IE,2543,638,1,2,93.89,98.01,8.55,91.93 q2s/splice,nbk,cat,IE,2543,638,1,2,95.61,97.48,4.20,96.27 q2s/splice,oneR,cat,IE,2543,638,1,2,22.57,100.00,53.57,0.60 q2s/splice,bayes,cat,IE,2543,638,1,3,94.67,94.77,0.00,100.00 q2s/splice,j48,cat,IE,2543,638,1,3,92.48,97.90,3.92,95.89 q2s/splice,nbk,cat,IE,2543,638,1,3,94.67,94.77,0.00,100.00 q2s/splice,oneR,cat,IE,2543,638,1,3,24.45,100.00,49.18,0.66 q2s/splice,bayes,cat,IE,2543,638,1,4,94.98,95.92,2.72,97.24 q2s/splice,j48,cat,IE,2543,638,1,4,92.16,95.10,6.54,93.15 q2s/splice,nbk,cat,IE,2543,638,1,4,94.98,95.92,2.72,97.24 q2s/splice,oneR,cat,IE,2543,638,1,4,24.61,100.00,49.01,1.32 q2s/splice,bayes,cat,IE,2551,630,1,5,95.71,97.30,1.39,98.63 q2s/splice,j48,cat,IE,2551,630,1,5,93.97,97.84,6.37,93.15 q2s/splice,nbk,cat,IE,2551,630,1,5,95.71,97.30,1.39,98.63 q2s/splice,oneR,cat,IE,2551,630,1,5,24.44,100.00,49.83,1.96 q2s/splice,bayes,cat,IE,2549,637,2,1,95.60,98.09,2.26,98.09 q2s/splice,j48,cat,IE,2549,637,2,1,94.19,97.39,5.76,94.90 q2s/splice,nbk,cat,IE,2549,637,2,1,95.60,98.09,2.26,98.09 q2s/splice,oneR,cat,IE,2549,637,2,1,22.14,100.00,53.51,1.23 q2s/splice,bayes,cat,IE,2548,638,2,2,94.83,94.23,2.03,98.00 q2s/splice,j48,cat,IE,2548,638,2,2,93.73,98.61,5.52,94.04 q2s/splice,nbk,cat,IE,2548,638,2,2,94.83,94.23,2.03,98.00 q2s/splice,oneR,cat,IE,2548,638,2,2,24.92,100.00,49.36,0.65 q2s/splice,bayes,cat,IE,2548,638,2,3,95.77,98.64,2.10,97.97 q2s/splice,j48,cat,IE,2548,638,2,3,94.67,98.59,3.45,96.55 q2s/splice,nbk,cat,IE,2548,638,2,3,95.77,98.64,2.10,97.97 q2s/splice,oneR,cat,IE,2548,638,2,3,22.73,100.00,51.36,1.31 q2s/splice,bayes,cat,IE,2548,638,2,4,94.67,95.17,2.65,97.18 q2s/splice,j48,cat,IE,2548,638,2,4,94.36,97.12,4.35,95.07 q2s/splice,nbk,cat,IE,2548,638,2,4,94.67,95.17,2.65,97.18 q2s/splice,oneR,cat,IE,2548,638,2,4,25.55,100.00,47.02,2.07 q2s/splice,bayes,cat,IE,2551,635,2,5,96.06,98.65,1.27,98.65 q2s/splice,j48,cat,IE,2551,635,2,5,93.70,99.29,4.22,95.24 q2s/splice,nbk,cat,IE,2551,635,2,5,96.06,98.65,1.27,98.65 q2s/splice,oneR,cat,IE,2551,635,2,5,26.46,100.00,47.44,2.63 q2s/splice,bayes,cat,IE,2547,637,3,1,94.19,97.10,2.01,97.81 q2s/splice,j48,cat,IE,2547,637,3,1,92.78,97.73,3.73,95.56 q2s/splice,nbk,cat,IE,2547,637,3,1,94.19,97.10,2.01,97.81 q2s/splice,oneR,cat,IE,2547,637,3,1,25.43,100.00,46.28,2.14 q2s/splice,bayes,cat,IE,2546,638,3,2,95.30,95.83,2.17,98.17 q2s/splice,j48,cat,IE,2546,638,3,2,92.63,96.18,5.59,94.97 q2s/splice,nbk,cat,IE,2546,638,3,2,95.30,95.83,2.17,98.17 q2s/splice,oneR,cat,IE,2546,638,3,2,22.88,100.00,53.67,0.59 q2s/splice,bayes,cat,IE,2546,638,3,3,97.02,97.01,2.17,98.18 q2s/splice,j48,cat,IE,2546,638,3,3,95.61,98.76,4.23,96.36 q2s/splice,nbk,cat,IE,2546,638,3,3,97.02,97.01,2.17,98.18 q2s/splice,oneR,cat,IE,2546,638,3,3,22.57,100.00,53.62,1.81 q2s/splice,bayes,cat,IE,2546,638,3,4,95.45,97.35,1.96,98.00 q2s/splice,j48,cat,IE,2546,638,3,4,94.36,97.97,5.62,94.16 q2s/splice,nbk,cat,IE,2546,638,3,4,95.45,97.35,1.96,98.00 q2s/splice,oneR,cat,IE,2546,638,3,4,25.39,100.00,49.20,1.91 q2s/splice,bayes,cat,IE,2551,633,3,5,94.94,99.18,3.21,96.03 q2s/splice,j48,cat,IE,2551,633,3,5,91.79,100.00,11.05,84.80 q2s/splice,nbk,cat,IE,2551,633,3,5,94.94,99.18,3.21,96.03 q2s/splice,oneR,cat,IE,2551,633,3,5,25.75,100.00,44.67,1.52 q2s/splice,bayes,cat,IE,2550,637,4,1,95.45,98.73,2.13,98.11 q2s/splice,j48,cat,IE,2550,637,4,1,92.94,99.32,10.76,89.51 q2s/splice,nbk,cat,IE,2550,637,4,1,95.45,98.73,2.13,98.11 q2s/splice,oneR,cat,IE,2550,637,4,1,23.55,100.00,52.41,1.21 q2s/splice,bayes,cat,IE,2549,638,4,2,96.08,97.26,2.42,97.26 q2s/splice,j48,cat,IE,2549,638,4,2,91.69,92.47,4.40,95.07 q2s/splice,nbk,cat,IE,2549,638,4,2,96.08,97.26,2.42,97.26 q2s/splice,oneR,cat,IE,2549,638,4,2,26.33,100.00,47.32,0.66 q2s/splice,bayes,cat,IE,2549,638,4,3,94.67,96.75,0.00,100.00 q2s/splice,j48,cat,IE,2549,638,4,3,92.95,95.65,6.67,92.96 q2s/splice,nbk,cat,IE,2549,638,4,3,94.67,96.75,0.00,100.00 q2s/splice,oneR,cat,IE,2549,638,4,3,23.67,100.00,50.00,1.32 q2s/splice,bayes,cat,IE,2549,638,4,4,95.14,97.76,2.08,97.76 q2s/splice,j48,cat,IE,2549,638,4,4,93.26,96.97,4.70,94.81 q2s/splice,nbk,cat,IE,2549,638,4,4,95.14,97.76,2.08,97.76 q2s/splice,oneR,cat,IE,2549,638,4,4,23.35,100.00,48.24,1.44 q2s/splice,bayes,cat,IE,2551,636,4,5,93.87,96.10,4.11,96.10 q2s/splice,j48,cat,IE,2551,636,4,5,94.18,99.32,6.17,93.55 q2s/splice,nbk,cat,IE,2551,636,4,5,93.87,96.10,4.11,96.10 q2s/splice,oneR,cat,IE,2551,636,4,5,24.37,100.00,51.11,0.62 q2s/splice,bayes,cat,IE,2548,637,5,1,96.08,97.48,1.94,98.10 q2s/splice,j48,cat,IE,2548,637,5,1,92.62,98.61,6.02,93.42 q2s/splice,nbk,cat,IE,2548,637,5,1,96.08,97.48,1.94,98.10 q2s/splice,oneR,cat,IE,2548,637,5,1,25.12,100.00,50.31,1.23 q2s/splice,bayes,cat,IE,2547,638,5,2,94.98,95.56,2.01,97.73 q2s/splice,j48,cat,IE,2547,638,5,2,94.20,98.43,5.66,93.28 q2s/splice,nbk,cat,IE,2547,638,5,2,94.98,95.56,2.01,97.73 q2s/splice,oneR,cat,IE,2547,638,5,2,24.92,0.00,46.64,0.00 q2s/splice,bayes,cat,IE,2547,638,5,3,95.14,98.62,1.40,98.62 q2s/splice,j48,cat,IE,2547,638,5,3,92.95,96.45,7.38,92.52 q2s/splice,nbk,cat,IE,2547,638,5,3,95.14,98.62,1.40,98.62 q2s/splice,oneR,cat,IE,2547,638,5,3,23.20,100.00,50.51,1.99 q2s/splice,bayes,cat,IE,2547,638,5,4,95.45,96.86,0.75,99.35 q2s/splice,j48,cat,IE,2547,638,5,4,93.42,96.69,4.23,96.05 q2s/splice,nbk,cat,IE,2547,638,5,4,95.45,96.86,0.75,99.35 q2s/splice,oneR,cat,IE,2547,638,5,4,23.35,100.00,51.33,1.91 q2s/splice,bayes,cat,IE,2551,634,5,5,95.74,96.73,2.60,97.37 q2s/splice,j48,cat,IE,2551,634,5,5,94.32,96.71,4.46,95.45 q2s/splice,nbk,cat,IE,2551,634,5,5,95.74,96.73,2.60,97.37 q2s/splice,oneR,cat,IE,2551,634,5,5,25.08,100.00,49.84,1.27 q2s/splice,bayes,disctree,IE,2548,637,1,1,94.82,96.60,1.43,98.61 q2s/splice,j48,disctree,IE,2548,637,1,1,92.31,93.24,4.17,95.83 q2s/splice,nbk,disctree,IE,2548,637,1,1,94.82,96.60,1.43,98.61 q2s/splice,oneR,disctree,IE,2548,637,1,1,24.02,100.00,48.99,0.68 q2s/splice,bayes,disctree,IE,2547,638,1,2,95.92,96.75,1.28,98.68 q2s/splice,j48,disctree,IE,2547,638,1,2,93.57,96.62,6.79,92.86 q2s/splice,nbk,disctree,IE,2547,638,1,2,95.92,96.75,1.28,98.68 q2s/splice,oneR,disctree,IE,2547,638,1,2,25.39,0.00,48.90,0.00 q2s/splice,bayes,disctree,IE,2547,638,1,3,96.55,97.35,1.97,98.00 q2s/splice,j48,disctree,IE,2547,638,1,3,95.14,97.39,1.95,98.03 q2s/splice,nbk,disctree,IE,2547,638,1,3,96.55,97.35,1.97,98.00 q2s/splice,oneR,disctree,IE,2547,638,1,3,24.45,0.00,49.51,0.00 q2s/splice,bayes,disctree,IE,2547,638,1,4,94.51,97.32,3.45,96.67 q2s/splice,j48,disctree,IE,2547,638,1,4,93.73,98.55,6.54,93.15 q2s/splice,nbk,disctree,IE,2547,638,1,4,94.51,97.32,3.45,96.67 q2s/splice,oneR,disctree,IE,2547,638,1,4,23.35,100.00,51.00,1.29 q2s/splice,bayes,disctree,IE,2551,634,1,5,96.37,98.00,2.76,97.35 q2s/splice,j48,disctree,IE,2551,634,1,5,93.85,97.92,5.41,94.63 q2s/splice,nbk,disctree,IE,2551,634,1,5,96.37,98.00,2.76,97.35 q2s/splice,oneR,disctree,IE,2551,634,1,5,23.34,100.00,51.64,0.63 q2s/splice,bayes,disctree,IE,2547,637,2,1,94.03,96.45,2.58,97.14 q2s/splice,j48,disctree,IE,2547,637,2,1,94.19,98.55,3.70,95.77 q2s/splice,nbk,disctree,IE,2547,637,2,1,94.03,96.45,2.58,97.14 q2s/splice,oneR,disctree,IE,2547,637,2,1,25.59,100.00,47.57,0.68 q2s/splice,bayes,disctree,IE,2546,638,2,2,95.30,98.69,2.33,98.05 q2s/splice,j48,disctree,IE,2546,638,2,2,93.10,98.67,5.84,94.87 q2s/splice,nbk,disctree,IE,2546,638,2,2,95.30,98.69,2.33,98.05 q2s/splice,oneR,disctree,IE,2546,638,2,2,21.32,100.00,53.61,0.64 q2s/splice,bayes,disctree,IE,2546,638,2,3,93.73,97.28,1.42,98.62 q2s/splice,j48,disctree,IE,2546,638,2,3,93.10,96.60,4.05,95.95 q2s/splice,nbk,disctree,IE,2546,638,2,3,93.73,97.28,1.42,98.62 q2s/splice,oneR,disctree,IE,2546,638,2,3,23.35,0.00,50.99,0.00 q2s/splice,bayes,disctree,IE,2546,638,2,4,96.39,95.45,1.90,98.00 q2s/splice,j48,disctree,IE,2546,638,2,4,94.36,100.00,6.94,92.00 q2s/splice,nbk,disctree,IE,2546,638,2,4,96.39,95.45,1.90,98.00 q2s/splice,oneR,disctree,IE,2546,638,2,4,26.02,100.00,47.95,0.65 q2s/splice,bayes,disctree,IE,2551,633,2,5,97.00,98.69,0.00,100.00 q2s/splice,j48,disctree,IE,2551,633,2,5,93.68,99.24,11.76,86.67 q2s/splice,nbk,disctree,IE,2551,633,2,5,97.00,98.69,0.00,100.00 q2s/splice,oneR,disctree,IE,2551,633,2,5,24.33,100.00,50.00,0.65 q2s/splice,bayes,disctree,IE,2551,637,3,1,93.88,95.51,2.60,97.39 q2s/splice,j48,disctree,IE,2551,637,3,1,92.62,97.26,5.49,94.04 q2s/splice,nbk,disctree,IE,2551,637,3,1,93.88,95.51,2.60,97.39 q2s/splice,oneR,disctree,IE,2551,637,3,1,25.43,100.00,49.05,0.64 q2s/splice,bayes,disctree,IE,2550,638,3,2,94.98,96.48,2.72,97.16 q2s/splice,j48,disctree,IE,2550,638,3,2,93.73,97.74,6.45,92.86 q2s/splice,nbk,disctree,IE,2550,638,3,2,94.98,96.48,2.72,97.16 q2s/splice,oneR,disctree,IE,2550,638,3,2,24.14,100.00,49.16,1.34 q2s/splice,bayes,disctree,IE,2550,638,3,3,96.24,97.20,1.34,98.58 q2s/splice,j48,disctree,IE,2550,638,3,3,94.36,97.84,3.23,96.45 q2s/splice,nbk,disctree,IE,2550,638,3,3,96.24,97.20,1.34,98.58 q2s/splice,oneR,disctree,IE,2550,638,3,3,24.76,100.00,47.84,0.69 q2s/splice,bayes,disctree,IE,2550,638,3,4,95.45,99.35,4.23,96.20 q2s/splice,j48,disctree,IE,2550,638,3,4,93.89,97.97,8.11,92.36 q2s/splice,nbk,disctree,IE,2550,638,3,4,95.45,99.35,4.23,96.20 q2s/splice,oneR,disctree,IE,2550,638,3,4,22.73,100.00,52.81,1.23 q2s/splice,bayes,disctree,IE,2551,637,3,5,95.13,96.13,0.00,100.00 q2s/splice,j48,disctree,IE,2551,637,3,5,93.56,97.39,1.37,98.68 q2s/splice,nbk,disctree,IE,2551,637,3,5,95.13,96.13,0.00,100.00 q2s/splice,oneR,disctree,IE,2551,637,3,5,24.49,100.00,49.84,1.29 q2s/splice,bayes,disctree,IE,2549,637,4,1,95.45,97.28,2.56,97.28 q2s/splice,j48,disctree,IE,2549,637,4,1,93.56,98.55,6.21,93.15 q2s/splice,nbk,disctree,IE,2549,637,4,1,95.45,97.28,2.56,97.28 q2s/splice,oneR,disctree,IE,2549,637,4,1,25.12,100.00,48.70,1.32 q2s/splice,bayes,disctree,IE,2548,638,4,2,95.77,97.92,1.27,98.60 q2s/splice,j48,disctree,IE,2548,638,4,2,94.20,96.50,3.73,95.83 q2s/splice,nbk,disctree,IE,2548,638,4,2,95.77,97.92,1.27,98.60 q2s/splice,oneR,disctree,IE,2548,638,4,2,26.02,100.00,47.27,1.34 q2s/splice,bayes,disctree,IE,2548,638,4,3,93.89,94.77,4.41,96.03 q2s/splice,j48,disctree,IE,2548,638,4,3,94.20,100.00,6.67,93.38 q2s/splice,nbk,disctree,IE,2548,638,4,3,93.89,94.77,4.41,96.03 q2s/splice,oneR,disctree,IE,2548,638,4,3,23.20,100.00,50.84,0.65 q2s/splice,bayes,disctree,IE,2548,638,4,4,96.08,97.59,2.14,98.18 q2s/splice,j48,disctree,IE,2548,638,4,4,93.73,96.86,5.48,95.06 q2s/splice,nbk,disctree,IE,2548,638,4,4,96.08,97.59,2.14,98.18 q2s/splice,oneR,disctree,IE,2548,638,4,4,23.04,100.00,53.53,1.18 q2s/splice,bayes,disctree,IE,2551,635,4,5,94.80,97.14,0.69,99.27 q2s/splice,j48,disctree,IE,2551,635,4,5,92.91,95.71,4.61,95.04 q2s/splice,nbk,disctree,IE,2551,635,4,5,94.80,97.14,0.69,99.27 q2s/splice,oneR,disctree,IE,2551,635,4,5,24.25,100.00,48.14,0.70 q2s/splice,bayes,disctree,IE,2548,637,5,1,95.45,98.22,0.74,99.40 q2s/splice,j48,disctree,IE,2548,637,5,1,94.98,97.04,4.73,95.91 q2s/splice,nbk,disctree,IE,2548,637,5,1,95.45,98.22,0.74,99.40 q2s/splice,oneR,disctree,IE,2548,637,5,1,23.70,100.00,53.48,2.31 q2s/splice,bayes,disctree,IE,2547,638,5,2,95.92,97.16,1.90,97.86 q2s/splice,j48,disctree,IE,2547,638,5,2,95.14,99.25,3.64,95.65 q2s/splice,nbk,disctree,IE,2547,638,5,2,95.92,97.16,1.90,97.86 q2s/splice,oneR,disctree,IE,2547,638,5,2,25.39,100.00,46.86,0.70 q2s/splice,bayes,disctree,IE,2547,638,5,3,95.77,96.40,3.14,96.40 q2s/splice,j48,disctree,IE,2547,638,5,3,93.26,98.47,5.45,93.48 q2s/splice,nbk,disctree,IE,2547,638,5,3,95.77,96.40,3.14,96.40 q2s/splice,oneR,disctree,IE,2547,638,5,3,25.55,100.00,46.69,1.40 q2s/splice,bayes,disctree,IE,2547,638,5,4,95.14,95.71,2.03,97.81 q2s/splice,j48,disctree,IE,2547,638,5,4,92.16,99.19,9.32,89.05 q2s/splice,nbk,disctree,IE,2547,638,5,4,95.14,95.71,2.03,97.81 q2s/splice,oneR,disctree,IE,2547,638,5,4,24.29,100.00,47.80,0.70 q2s/splice,bayes,disctree,IE,2551,634,5,5,94.48,97.53,1.53,98.75 q2s/splice,j48,disctree,IE,2551,634,5,5,94.95,99.35,4.90,95.65 q2s/splice,nbk,disctree,IE,2551,634,5,5,94.48,97.53,1.53,98.75 q2s/splice,oneR,disctree,IE,2551,634,5,5,22.40,100.00,53.95,1.20 q2s/splice,bayes,tbin,IE,2548,637,1,1,96.39,97.66,0.79,99.40 q2s/splice,j48,tbin,IE,2548,637,1,1,94.98,98.73,5.76,95.09 q2s/splice,nbk,tbin,IE,2548,637,1,1,96.39,97.66,0.79,99.40 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q2s/splice,nbk,fayyadIrani,IE,2552,637,3,1,95.60,96.08,0.69,99.32 q2s/splice,oneR,fayyadIrani,IE,2552,637,3,1,24.33,100.00,49.00,1.34 q2s/splice,bayes,fayyadIrani,IE,2551,638,3,2,94.04,96.79,2.72,97.42 q2s/splice,j48,fayyadIrani,IE,2551,638,3,2,92.95,98.63,6.29,93.51 q2s/splice,nbk,fayyadIrani,IE,2551,638,3,2,94.04,96.79,2.72,97.42 q2s/splice,oneR,fayyadIrani,IE,2551,638,3,2,24.45,100.00,50.79,0.62 q2s/splice,bayes,fayyadIrani,IE,2551,638,3,3,95.61,96.58,2.10,97.92 q2s/splice,j48,fayyadIrani,IE,2551,638,3,3,94.20,96.45,6.58,93.15 q2s/splice,nbk,fayyadIrani,IE,2551,638,3,3,95.61,96.58,2.10,97.92 q2s/splice,oneR,fayyadIrani,IE,2551,638,3,3,23.51,100.00,50.00,0.67 q2s/splice,bayes,fayyadIrani,IE,2551,638,3,4,95.92,97.39,2.92,97.39 q2s/splice,j48,fayyadIrani,IE,2551,638,3,4,93.73,100.00,7.89,91.95 q2s/splice,nbk,fayyadIrani,IE,2551,638,3,4,95.92,97.39,2.92,97.39 q2s/splice,oneR,fayyadIrani,IE,2551,638,3,4,22.88,100.00,52.33,1.88 q2s/splice,bayes,fayyadIrani,IE,2551,638,3,5,94.98,97.20,1.26,98.58 q2s/splice,j48,fayyadIrani,IE,2551,638,3,5,93.57,90.97,1.95,97.92 q2s/splice,nbk,fayyadIrani,IE,2551,638,3,5,94.98,97.20,1.26,98.58 q2s/splice,oneR,fayyadIrani,IE,2551,638,3,5,26.33,100.00,46.65,0.68 q2s/splice,bayes,fayyadIrani,IE,2546,637,4,1,95.60,98.17,2.63,97.58 q2s/splice,j48,fayyadIrani,IE,2546,637,4,1,94.82,98.77,5.06,95.24 q2s/splice,nbk,fayyadIrani,IE,2546,637,4,1,95.60,98.17,2.63,97.58 q2s/splice,oneR,fayyadIrani,IE,2546,637,4,1,24.96,100.00,51.84,1.17 q2s/splice,bayes,fayyadIrani,IE,2545,638,4,2,96.71,97.10,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2545,638,4,2,93.10,95.59,2.00,97.74 q2s/splice,nbk,fayyadIrani,IE,2545,638,4,2,96.71,97.10,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2545,638,4,2,24.45,0.00,46.21,0.00 q2s/splice,bayes,fayyadIrani,IE,2545,638,4,3,93.73,94.93,1.54,98.50 q2s/splice,j48,fayyadIrani,IE,2545,638,4,3,92.63,96.40,2.26,97.81 q2s/splice,nbk,fayyadIrani,IE,2545,638,4,3,93.73,94.93,1.54,98.50 q2s/splice,oneR,fayyadIrani,IE,2545,638,4,3,21.94,100.00,50.54,1.40 q2s/splice,bayes,fayyadIrani,IE,2545,638,4,4,95.30,97.39,2.78,97.39 q2s/splice,j48,fayyadIrani,IE,2545,638,4,4,94.04,95.27,7.14,92.76 q2s/splice,nbk,fayyadIrani,IE,2545,638,4,4,95.30,97.39,2.78,97.39 q2s/splice,oneR,fayyadIrani,IE,2545,638,4,4,23.67,100.00,50.66,0.65 q2s/splice,bayes,fayyadIrani,IE,2551,632,4,5,96.04,98.06,2.50,97.44 q2s/splice,j48,fayyadIrani,IE,2551,632,4,5,94.15,100.00,7.60,91.61 q2s/splice,nbk,fayyadIrani,IE,2551,632,4,5,96.04,98.06,2.50,97.44 q2s/splice,oneR,fayyadIrani,IE,2551,632,4,5,26.27,100.00,49.38,1.85 q2s/splice,bayes,fayyadIrani,IE,2549,637,5,1,95.76,97.42,2.14,98.05 q2s/splice,j48,fayyadIrani,IE,2549,637,5,1,93.25,99.30,7.79,92.16 q2s/splice,nbk,fayyadIrani,IE,2549,637,5,1,95.76,97.42,2.14,98.05 q2s/splice,oneR,fayyadIrani,IE,2549,637,5,1,23.08,100.00,51.34,1.29 q2s/splice,bayes,fayyadIrani,IE,2548,638,5,2,94.83,97.76,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2548,638,5,2,93.42,99.17,7.69,90.15 q2s/splice,nbk,fayyadIrani,IE,2548,638,5,2,94.83,97.76,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2548,638,5,2,24.92,0.00,46.64,0.00 q2s/splice,bayes,fayyadIrani,IE,2548,638,5,3,96.08,98.68,1.26,98.68 q2s/splice,j48,fayyadIrani,IE,2548,638,5,3,94.36,99.32,4.85,94.77 q2s/splice,nbk,fayyadIrani,IE,2548,638,5,3,96.08,98.68,1.26,98.68 q2s/splice,oneR,fayyadIrani,IE,2548,638,5,3,25.86,100.00,48.43,0.65 q2s/splice,bayes,fayyadIrani,IE,2548,638,5,4,95.77,98.73,2.90,97.50 q2s/splice,j48,fayyadIrani,IE,2548,638,5,4,93.57,98.73,4.96,95.71 q2s/splice,nbk,fayyadIrani,IE,2548,638,5,4,95.77,98.73,2.90,97.50 q2s/splice,oneR,fayyadIrani,IE,2548,638,5,4,22.10,100.00,54.30,1.80 q2s/splice,bayes,fayyadIrani,IE,2551,635,5,5,95.12,94.00,1.99,97.92 q2s/splice,j48,fayyadIrani,IE,2551,635,5,5,93.86,100.00,11.05,86.39 q2s/splice,nbk,fayyadIrani,IE,2551,635,5,5,95.12,94.00,1.99,97.92 q2s/splice,oneR,fayyadIrani,IE,2551,635,5,5,25.67,100.00,47.73,1.34 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/vote,bayes,cat,republican,349,86,1,1,89.53,83.72,4.65,94.74 t2z/vote,j48,cat,republican,349,86,1,1,97.67,100.00,4.00,94.74 t2z/vote,nbk,cat,republican,349,86,1,1,89.53,83.72,4.65,94.74 t2z/vote,oneR,cat,republican,349,86,1,1,98.84,97.44,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,2,93.10,92.50,6.38,92.50 t2z/vote,j48,cat,republican,348,87,1,2,95.40,95.00,4.26,95.00 t2z/vote,nbk,cat,republican,348,87,1,2,93.10,92.50,6.38,92.50 t2z/vote,oneR,cat,republican,348,87,1,2,95.40,95.00,4.26,95.00 t2z/vote,bayes,cat,republican,348,87,1,3,87.36,78.95,6.12,90.91 t2z/vote,j48,cat,republican,348,87,1,3,93.10,88.57,3.85,93.94 t2z/vote,nbk,cat,republican,348,87,1,3,87.36,78.95,6.12,90.91 t2z/vote,oneR,cat,republican,348,87,1,3,93.10,88.57,3.85,93.94 t2z/vote,bayes,cat,republican,348,87,1,4,91.95,89.66,6.90,86.67 t2z/vote,j48,cat,republican,348,87,1,4,96.55,96.55,3.45,93.33 t2z/vote,nbk,cat,republican,348,87,1,4,91.95,89.66,6.90,86.67 t2z/vote,oneR,cat,republican,348,87,1,4,97.70,93.75,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,5,88.51,75.76,3.70,92.59 t2z/vote,j48,cat,republican,348,87,1,5,94.25,86.67,1.75,96.30 t2z/vote,nbk,cat,republican,348,87,1,5,88.51,75.76,3.70,92.59 t2z/vote,oneR,cat,republican,348,87,1,5,93.10,83.87,1.79,96.30 t2z/vote,bayes,cat,republican,349,86,2,1,95.35,94.29,3.92,94.29 t2z/vote,j48,cat,republican,349,86,2,1,100.00,100.00,0.00,100.00 t2z/vote,nbk,cat,republican,349,86,2,1,95.35,94.29,3.92,94.29 t2z/vote,oneR,cat,republican,349,86,2,1,98.84,97.22,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,2,90.80,85.29,5.66,90.62 t2z/vote,j48,cat,republican,348,87,2,2,96.55,91.43,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,2,2,90.80,85.29,5.66,90.62 t2z/vote,oneR,cat,republican,348,87,2,2,94.25,86.49,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,3,89.66,80.95,2.22,97.14 t2z/vote,j48,cat,republican,348,87,2,3,96.55,94.44,1.96,97.14 t2z/vote,nbk,cat,republican,348,87,2,3,89.66,80.95,2.22,97.14 t2z/vote,oneR,cat,republican,348,87,2,3,97.70,94.59,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,4,90.80,84.62,4.17,94.29 t2z/vote,j48,cat,republican,348,87,2,4,95.40,94.29,3.85,94.29 t2z/vote,nbk,cat,republican,348,87,2,4,90.80,84.62,4.17,94.29 t2z/vote,oneR,cat,republican,348,87,2,4,95.40,91.89,2.00,97.14 t2z/vote,bayes,cat,republican,348,87,2,5,83.91,75.00,10.91,80.00 t2z/vote,j48,cat,republican,348,87,2,5,91.95,92.59,8.33,83.33 t2z/vote,nbk,cat,republican,348,87,2,5,83.91,75.00,10.91,80.00 t2z/vote,oneR,cat,republican,348,87,2,5,91.95,89.66,6.90,86.67 t2z/vote,bayes,cat,republican,349,86,3,1,88.37,86.05,9.30,90.24 t2z/vote,j48,cat,republican,349,86,3,1,93.02,92.68,6.67,92.68 t2z/vote,nbk,cat,republican,349,86,3,1,88.37,86.05,9.30,90.24 t2z/vote,oneR,cat,republican,349,86,3,1,91.86,90.48,6.82,92.68 t2z/vote,bayes,cat,republican,348,87,3,2,87.36,70.00,3.51,91.30 t2z/vote,j48,cat,republican,348,87,3,2,96.55,88.46,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,3,2,87.36,70.00,3.51,91.30 t2z/vote,oneR,cat,republican,348,87,3,2,96.55,88.46,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,3,91.95,89.58,5.13,95.56 t2z/vote,j48,cat,republican,348,87,3,3,96.55,97.73,4.65,95.56 t2z/vote,nbk,cat,republican,348,87,3,3,91.95,89.58,5.13,95.56 t2z/vote,oneR,cat,republican,348,87,3,3,93.10,91.49,5.00,95.56 t2z/vote,bayes,cat,republican,348,87,3,4,93.10,88.24,3.77,93.75 t2z/vote,j48,cat,republican,348,87,3,4,100.00,100.00,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,3,4,93.10,88.24,3.77,93.75 t2z/vote,oneR,cat,republican,348,87,3,4,98.85,96.97,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,5,90.80,82.14,5.08,88.46 t2z/vote,j48,cat,republican,348,87,3,5,97.70,100.00,3.17,92.31 t2z/vote,nbk,cat,republican,348,87,3,5,90.80,82.14,5.08,88.46 t2z/vote,oneR,cat,republican,348,87,3,5,97.70,92.86,0.00,100.00 t2z/vote,bayes,cat,republican,349,86,4,1,95.35,92.50,2.17,97.37 t2z/vote,j48,cat,republican,349,86,4,1,97.67,100.00,4.00,94.74 t2z/vote,nbk,cat,republican,349,86,4,1,95.35,92.50,2.17,97.37 t2z/vote,oneR,cat,republican,349,86,4,1,97.67,97.37,2.08,97.37 t2z/vote,bayes,cat,republican,348,87,4,2,87.36,80.49,6.52,91.67 t2z/vote,j48,cat,republican,348,87,4,2,97.70,97.22,1.96,97.22 t2z/vote,nbk,cat,republican,348,87,4,2,87.36,80.49,6.52,91.67 t2z/vote,oneR,cat,republican,348,87,4,2,95.40,92.11,2.04,97.22 t2z/vote,bayes,cat,republican,348,87,4,3,90.80,80.00,1.92,96.55 t2z/vote,j48,cat,republican,348,87,4,3,94.25,85.29,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,4,3,90.80,80.00,1.92,96.55 t2z/vote,oneR,cat,republican,348,87,4,3,93.10,82.86,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,4,4,91.95,84.38,3.64,93.10 t2z/vote,j48,cat,republican,348,87,4,4,97.70,96.55,1.72,96.55 t2z/vote,nbk,cat,republican,348,87,4,4,91.95,84.38,3.64,93.10 t2z/vote,oneR,cat,republican,348,87,4,4,95.40,90.32,1.79,96.55 t2z/vote,bayes,cat,republican,348,87,4,5,85.06,82.35,13.21,80.00 t2z/vote,j48,cat,republican,348,87,4,5,94.25,96.88,7.27,88.57 t2z/vote,nbk,cat,republican,348,87,4,5,85.06,82.35,13.21,80.00 t2z/vote,oneR,cat,republican,348,87,4,5,96.55,97.06,3.77,94.29 t2z/vote,bayes,cat,republican,349,86,5,1,94.19,89.74,2.13,97.22 t2z/vote,j48,cat,republican,349,86,5,1,95.35,97.06,5.77,91.67 t2z/vote,nbk,cat,republican,349,86,5,1,94.19,89.74,2.13,97.22 t2z/vote,oneR,cat,republican,349,86,5,1,97.67,97.22,2.00,97.22 t2z/vote,bayes,cat,republican,348,87,5,2,93.10,82.35,0.00,100.00 t2z/vote,j48,cat,republican,348,87,5,2,98.85,96.55,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,5,2,93.10,82.35,0.00,100.00 t2z/vote,oneR,cat,republican,348,87,5,2,97.70,93.33,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,5,3,88.51,78.57,2.22,97.06 t2z/vote,j48,cat,republican,348,87,5,3,93.10,85.00,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,5,3,88.51,78.57,2.22,97.06 t2z/vote,oneR,cat,republican,348,87,5,3,86.21,73.91,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,5,4,87.36,83.78,10.00,86.11 t2z/vote,j48,cat,republican,348,87,5,4,95.40,100.00,7.27,88.89 t2z/vote,nbk,cat,republican,348,87,5,4,87.36,83.78,10.00,86.11 t2z/vote,oneR,cat,republican,348,87,5,4,95.40,94.44,3.92,94.44 t2z/vote,bayes,cat,republican,348,87,5,5,87.36,86.67,12.28,78.79 t2z/vote,j48,cat,republican,348,87,5,5,94.25,91.18,3.77,93.94 t2z/vote,nbk,cat,republican,348,87,5,5,87.36,86.67,12.28,78.79 t2z/vote,oneR,cat,republican,348,87,5,5,94.25,91.18,3.77,93.94 t2z/vote,bayes,disctree,republican,349,86,1,1,94.19,89.66,3.51,92.86 t2z/vote,j48,disctree,republican,349,86,1,1,94.19,92.59,5.08,89.29 t2z/vote,nbk,disctree,republican,349,86,1,1,94.19,89.66,3.51,92.86 t2z/vote,oneR,disctree,republican,349,86,1,1,96.51,93.10,1.75,96.43 t2z/vote,bayes,disctree,republican,348,87,1,2,87.36,76.74,2.27,97.06 t2z/vote,j48,disctree,republican,348,87,1,2,98.85,97.14,0.00,100.00 t2z/vote,nbk,disctree,republican,348,87,1,2,87.36,76.74,2.27,97.06 t2z/vote,oneR,disctree,republican,348,87,1,2,95.40,89.47,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,3,87.36,83.72,9.09,90.00 t2z/vote,j48,disctree,republican,348,87,1,3,96.55,95.12,2.17,97.50 t2z/vote,nbk,disctree,republican,348,87,1,3,87.36,83.72,9.09,90.00 t2z/vote,oneR,disctree,republican,348,87,1,3,96.55,95.12,2.17,97.50 t2z/vote,bayes,disctree,republican,348,87,1,4,93.10,90.48,4.44,95.00 t2z/vote,j48,disctree,republican,348,87,1,4,96.55,97.44,4.17,95.00 t2z/vote,nbk,disctree,republican,348,87,1,4,93.10,90.48,4.44,95.00 t2z/vote,oneR,disctree,republican,348,87,1,4,94.25,92.68,4.35,95.00 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t2z/vote,oneR,fayyadIrani,republican,348,87,1,5,96.55,96.55,3.45,93.33 t2z/vote,bayes,fayyadIrani,republican,349,86,2,1,95.35,91.67,2.00,97.06 t2z/vote,j48,fayyadIrani,republican,349,86,2,1,97.67,94.44,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,349,86,2,1,95.35,91.67,2.00,97.06 t2z/vote,oneR,fayyadIrani,republican,349,86,2,1,96.51,91.89,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,2,2,86.21,76.19,4.44,94.12 t2z/vote,j48,fayyadIrani,republican,348,87,2,2,94.25,93.94,5.56,91.18 t2z/vote,nbk,fayyadIrani,republican,348,87,2,2,86.21,76.19,4.44,94.12 t2z/vote,oneR,fayyadIrani,republican,348,87,2,2,93.10,88.89,3.92,94.12 t2z/vote,bayes,fayyadIrani,republican,348,87,2,3,90.80,85.29,5.66,90.62 t2z/vote,j48,fayyadIrani,republican,348,87,2,3,96.55,91.43,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,2,3,90.80,85.29,5.66,90.62 t2z/vote,oneR,fayyadIrani,republican,348,87,2,3,96.55,91.43,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,2,4,93.10,90.91,5.56,90.91 t2z/vote,j48,fayyadIrani,republican,348,87,2,4,96.55,100.00,5.26,90.91 t2z/vote,nbk,fayyadIrani,republican,348,87,2,4,93.10,90.91,5.56,90.91 t2z/vote,oneR,fayyadIrani,republican,348,87,2,4,95.40,91.43,1.92,96.97 t2z/vote,bayes,fayyadIrani,republican,348,87,2,5,85.06,78.95,10.20,85.71 t2z/vote,j48,fayyadIrani,republican,348,87,2,5,95.40,96.97,5.56,91.43 t2z/vote,nbk,fayyadIrani,republican,348,87,2,5,85.06,78.95,10.20,85.71 t2z/vote,oneR,fayyadIrani,republican,348,87,2,5,96.55,97.06,3.77,94.29 t2z/vote,bayes,fayyadIrani,republican,349,86,3,1,88.37,82.86,7.84,87.88 t2z/vote,j48,fayyadIrani,republican,349,86,3,1,95.35,96.77,5.45,90.91 t2z/vote,nbk,fayyadIrani,republican,349,86,3,1,88.37,82.86,7.84,87.88 t2z/vote,oneR,fayyadIrani,republican,349,86,3,1,91.86,86.11,4.00,93.94 t2z/vote,bayes,fayyadIrani,republican,348,87,3,2,90.80,81.25,3.64,92.86 t2z/vote,j48,fayyadIrani,republican,348,87,3,2,96.55,93.10,1.72,96.43 t2z/vote,nbk,fayyadIrani,republican,348,87,3,2,90.80,81.25,3.64,92.86 t2z/vote,oneR,fayyadIrani,republican,348,87,3,2,96.55,93.10,1.72,96.43 t2z/vote,bayes,fayyadIrani,republican,348,87,3,3,90.80,84.85,5.56,90.32 t2z/vote,j48,fayyadIrani,republican,348,87,3,3,98.85,96.88,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,3,3,90.80,84.85,5.56,90.32 t2z/vote,oneR,fayyadIrani,republican,348,87,3,3,98.85,96.88,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,4,87.36,79.49,6.25,91.18 t2z/vote,j48,fayyadIrani,republican,348,87,3,4,90.80,86.11,5.88,91.18 t2z/vote,nbk,fayyadIrani,republican,348,87,3,4,87.36,79.49,6.25,91.18 t2z/vote,oneR,fayyadIrani,republican,348,87,3,4,93.10,86.84,2.04,97.06 t2z/vote,bayes,fayyadIrani,republican,348,87,3,5,93.10,90.91,4.65,95.24 t2z/vote,j48,fayyadIrani,republican,348,87,3,5,98.85,100.00,2.17,97.62 t2z/vote,nbk,fayyadIrani,republican,348,87,3,5,93.10,90.91,4.65,95.24 t2z/vote,oneR,fayyadIrani,republican,348,87,3,5,97.70,97.62,2.22,97.62 t2z/vote,bayes,fayyadIrani,republican,349,86,4,1,89.53,85.00,6.52,91.89 t2z/vote,j48,fayyadIrani,republican,349,86,4,1,97.67,97.30,2.04,97.30 t2z/vote,nbk,fayyadIrani,republican,349,86,4,1,89.53,85.00,6.52,91.89 t2z/vote,oneR,fayyadIrani,republican,349,86,4,1,95.35,92.31,2.13,97.30 t2z/vote,bayes,fayyadIrani,republican,348,87,4,2,90.80,84.38,5.45,90.00 t2z/vote,j48,fayyadIrani,republican,348,87,4,2,96.55,93.55,1.79,96.67 t2z/vote,nbk,fayyadIrani,republican,348,87,4,2,90.80,84.38,5.45,90.00 t2z/vote,oneR,fayyadIrani,republican,348,87,4,2,95.40,90.62,1.82,96.67 t2z/vote,bayes,fayyadIrani,republican,348,87,4,3,89.66,82.35,5.66,90.32 t2z/vote,j48,fayyadIrani,republican,348,87,4,3,96.55,96.67,3.51,93.55 t2z/vote,nbk,fayyadIrani,republican,348,87,4,3,89.66,82.35,5.66,90.32 t2z/vote,oneR,fayyadIrani,republican,348,87,4,3,96.55,91.18,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,4,4,86.21,73.68,4.08,93.33 t2z/vote,j48,fayyadIrani,republican,348,87,4,4,96.55,93.55,1.79,96.67 t2z/vote,nbk,fayyadIrani,republican,348,87,4,4,86.21,73.68,4.08,93.33 t2z/vote,oneR,fayyadIrani,republican,348,87,4,4,94.25,87.88,1.85,96.67 t2z/vote,bayes,fayyadIrani,republican,348,87,4,5,93.10,92.31,6.25,92.31 t2z/vote,j48,fayyadIrani,republican,348,87,4,5,96.55,97.37,4.08,94.87 t2z/vote,nbk,fayyadIrani,republican,348,87,4,5,93.10,92.31,6.25,92.31 t2z/vote,oneR,fayyadIrani,republican,348,87,4,5,96.55,97.37,4.08,94.87 t2z/vote,bayes,fayyadIrani,republican,349,86,5,1,91.86,90.32,7.27,87.50 t2z/vote,j48,fayyadIrani,republican,349,86,5,1,96.51,96.77,3.64,93.75 t2z/vote,nbk,fayyadIrani,republican,349,86,5,1,91.86,90.32,7.27,87.50 t2z/vote,oneR,fayyadIrani,republican,349,86,5,1,95.35,91.18,1.92,96.88 t2z/vote,bayes,fayyadIrani,republican,348,87,5,2,86.21,76.09,2.44,97.22 t2z/vote,j48,fayyadIrani,republican,348,87,5,2,95.40,94.44,3.92,94.44 t2z/vote,nbk,fayyadIrani,republican,348,87,5,2,86.21,76.09,2.44,97.22 t2z/vote,oneR,fayyadIrani,republican,348,87,5,2,93.10,89.47,4.08,94.44 t2z/vote,bayes,fayyadIrani,republican,348,87,5,3,86.21,81.58,10.20,86.11 t2z/vote,j48,fayyadIrani,republican,348,87,5,3,95.40,97.06,5.66,91.67 t2z/vote,nbk,fayyadIrani,republican,348,87,5,3,86.21,81.58,10.20,86.11 t2z/vote,oneR,fayyadIrani,republican,348,87,5,3,94.25,91.89,4.00,94.44 t2z/vote,bayes,fayyadIrani,republican,348,87,5,4,90.80,84.85,5.56,90.32 t2z/vote,j48,fayyadIrani,republican,348,87,5,4,100.00,100.00,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,5,4,90.80,84.85,5.56,90.32 t2z/vote,oneR,fayyadIrani,republican,348,87,5,4,98.85,96.88,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,5,5,94.25,88.89,1.96,96.97 t2z/vote,j48,fayyadIrani,republican,348,87,5,5,96.55,94.12,1.89,96.97 t2z/vote,nbk,fayyadIrani,republican,348,87,5,5,94.25,88.89,1.96,96.97 t2z/vote,oneR,fayyadIrani,republican,348,87,5,5,96.55,91.67,0.00,100.00 /home/donaldb/var/weka/xval.22019 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/waveform-5000,bayes,cat,1,3991,999,1,1,79.68,80.83,0.55,99.68 t2z/waveform-5000,j48,cat,1,3991,999,1,1,74.37,80.56,17.22,84.74 t2z/waveform-5000,nbk,cat,1,3991,999,1,1,80.38,82.03,0.54,99.68 t2z/waveform-5000,oneR,cat,1,3991,999,1,1,52.95,59.93,53.81,63.07 t2z/waveform-5000,bayes,cat,1,3990,1000,1,2,80.30,81.37,2.22,98.81 t2z/waveform-5000,j48,cat,1,3990,1000,1,2,75.60,86.23,16.96,84.29 t2z/waveform-5000,nbk,cat,1,3990,1000,1,2,79.70,80.98,2.26,98.81 t2z/waveform-5000,oneR,cat,1,3990,1000,1,2,53.20,57.80,56.45,64.29 t2z/waveform-5000,bayes,cat,1,3990,1000,1,3,77.60,76.01,2.22,98.60 t2z/waveform-5000,j48,cat,1,3990,1000,1,3,76.10,84.59,14.47,84.29 t2z/waveform-5000,nbk,cat,1,3990,1000,1,3,77.50,76.09,2.73,98.25 t2z/waveform-5000,oneR,cat,1,3990,1000,1,3,55.70,55.52,45.77,75.10 t2z/waveform-5000,bayes,cat,1,3990,1000,1,4,80.80,78.89,0.56,99.68 t2z/waveform-5000,j48,cat,1,3990,1000,1,4,74.50,82.57,14.70,85.96 t2z/waveform-5000,nbk,cat,1,3990,1000,1,4,81.00,79.54,0.55,99.68 t2z/waveform-5000,oneR,cat,1,3990,1000,1,4,54.20,55.34,53.33,71.63 t2z/waveform-5000,bayes,cat,1,3999,991,1,5,81.03,81.57,2.23,98.69 t2z/waveform-5000,j48,cat,1,3999,991,1,5,75.28,84.42,17.18,82.33 t2z/waveform-5000,nbk,cat,1,3999,991,1,5,80.93,81.57,2.75,98.37 t2z/waveform-5000,oneR,cat,1,3999,991,1,5,54.79,57.93,57.07,62.15 t2z/waveform-5000,bayes,cat,1,3994,999,2,1,77.98,76.67,1.65,99.01 t2z/waveform-5000,j48,cat,1,3994,999,2,1,74.97,83.33,15.36,83.90 t2z/waveform-5000,nbk,cat,1,3994,999,2,1,78.18,77.26,1.08,99.34 t2z/waveform-5000,oneR,cat,1,3994,999,2,1,54.25,53.87,53.90,70.14 t2z/waveform-5000,bayes,cat,1,3993,1000,2,2,81.10,81.03,0.00,100.00 t2z/waveform-5000,j48,cat,1,3993,1000,2,2,74.80,85.76,18.33,82.48 t2z/waveform-5000,nbk,cat,1,3993,1000,2,2,81.10,82.49,0.56,99.69 t2z/waveform-5000,oneR,cat,1,3993,1000,2,2,52.30,58.59,56.41,63.46 t2z/waveform-5000,bayes,cat,1,3993,1000,2,3,80.90,81.10,2.54,98.41 t2z/waveform-5000,j48,cat,1,3993,1000,2,3,75.60,84.93,15.82,83.22 t2z/waveform-5000,nbk,cat,1,3993,1000,2,3,81.20,81.41,2.02,98.73 t2z/waveform-5000,oneR,cat,1,3993,1000,2,3,54.90,57.43,54.27,68.88 t2z/waveform-5000,bayes,cat,1,3993,1000,2,4,78.80,77.42,2.17,98.63 t2z/waveform-5000,j48,cat,1,3993,1000,2,4,74.80,84.70,13.47,85.61 t2z/waveform-5000,nbk,cat,1,3993,1000,2,4,78.00,77.30,3.24,97.95 t2z/waveform-5000,oneR,cat,1,3993,1000,2,4,55.20,56.85,50.34,72.22 t2z/waveform-5000,bayes,cat,1,3999,994,2,5,80.89,82.64,1.75,99.07 t2z/waveform-5000,j48,cat,1,3999,994,2,5,74.45,87.38,15.91,86.23 t2z/waveform-5000,nbk,cat,1,3999,994,2,5,80.18,82.12,2.38,98.75 t2z/waveform-5000,oneR,cat,1,3999,994,2,5,54.53,59.20,60.84,65.65 t2z/waveform-5000,bayes,cat,1,3984,999,3,1,80.18,80.54,1.65,99.00 t2z/waveform-5000,j48,cat,1,3984,999,3,1,74.67,84.90,14.80,86.05 t2z/waveform-5000,nbk,cat,1,3984,999,3,1,80.18,80.93,2.17,98.67 t2z/waveform-5000,oneR,cat,1,3984,999,3,1,56.66,59.25,50.68,73.48 t2z/waveform-5000,bayes,cat,1,3983,1000,3,2,76.80,77.83,0.61,99.68 t2z/waveform-5000,j48,cat,1,3983,1000,3,2,73.40,84.00,15.69,84.00 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t2z/waveform-5000,bayes,fayyadIrani,1,3991,999,5,1,80.78,81.94,1.56,99.02 t2z/waveform-5000,j48,fayyadIrani,1,3991,999,5,1,75.88,86.76,15.07,84.98 t2z/waveform-5000,nbk,fayyadIrani,1,3991,999,5,1,80.78,81.94,1.56,99.02 t2z/waveform-5000,oneR,fayyadIrani,1,3991,999,5,1,55.56,69.36,57.81,87.06 t2z/waveform-5000,bayes,fayyadIrani,1,3990,1000,5,2,82.90,82.94,0.00,100.00 t2z/waveform-5000,j48,fayyadIrani,1,3990,1000,5,2,75.90,83.86,13.74,88.04 t2z/waveform-5000,nbk,fayyadIrani,1,3990,1000,5,2,82.90,82.94,0.00,100.00 t2z/waveform-5000,oneR,fayyadIrani,1,3990,1000,5,2,58.30,57.78,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3990,1000,5,3,81.20,79.60,1.56,99.06 t2z/waveform-5000,j48,fayyadIrani,1,3990,1000,5,3,75.80,81.82,15.52,85.86 t2z/waveform-5000,nbk,fayyadIrani,1,3990,1000,5,3,81.20,79.60,1.56,99.06 t2z/waveform-5000,oneR,fayyadIrani,1,3990,1000,5,3,57.80,57.38,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3990,1000,5,4,79.60,79.71,0.57,99.69 t2z/waveform-5000,j48,fayyadIrani,1,3990,1000,5,4,74.40,81.87,14.44,87.42 t2z/waveform-5000,nbk,fayyadIrani,1,3990,1000,5,4,79.60,79.71,0.57,99.69 t2z/waveform-5000,oneR,fayyadIrani,1,3990,1000,5,4,55.90,57.85,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3999,991,5,5,79.21,78.55,2.31,98.65 t2z/waveform-5000,j48,fayyadIrani,1,3999,991,5,5,76.79,82.28,9.41,91.55 t2z/waveform-5000,nbk,fayyadIrani,1,3999,991,5,5,79.21,78.55,2.31,98.65 t2z/waveform-5000,oneR,fayyadIrani,1,3999,991,5,5,57.11,55.13,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather,bayes,cat,no,12,2,1,1,100.00,100.00,0.00,100.00 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,11,3,1,2,66.67,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,1,2,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,1,2,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,1,2,66.67,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,1,3,33.33,33.33,0.00,100.00 t2z/weather,j48,cat,no,11,3,1,3,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,1,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,1,3,33.33,33.33,0.00,100.00 t2z/weather,bayes,cat,no,11,3,1,4,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,1,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,1,4,66.67,100.00,50.00,50.00 t2z/weather,oneR,cat,no,11,3,1,4,33.33,50.00,100.00,50.00 t2z/weather,bayes,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather,bayes,cat,no,11,3,2,3,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,2,3,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,2,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,2,3,66.67,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,2,4,33.33,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,2,4,0.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,2,4,33.33,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,2,5,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,12,2,2,5,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,2,5,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,12,2,2,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,3,2,33.33,33.33,0.00,100.00 t2z/weather,j48,cat,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,3,2,66.67,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather,j48,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather,j48,cat,no,11,3,3,4,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,12,2,3,5,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,12,2,3,5,50.00,50.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,3,5,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,12,2,3,5,50.00,50.00,0.00,100.00 t2z/weather,bayes,cat,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,4,1,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,4,1,50.00,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,4,2,100.00,100.00,0.00,100.00 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,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,j48,cat,no,11,3,4,3,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,4,3,66.67,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,4,4,33.33,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,4,4,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,4,4,66.67,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,4,4,66.67,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,5,2,33.33,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,5,2,0.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,5,2,0.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,5,2,0.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,5,3,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,5,3,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,5,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,5,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,5,4,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,11,3,5,4,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,11,3,5,4,33.33,0.00,50.00,0.00 t2z/weather,oneR,cat,no,11,3,5,4,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,disctree,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,j48,disctree,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather,j48,disctree,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,disctree,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather,oneR,disctree,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,disctree,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather,j48,disctree,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,disctree,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather,oneR,disctree,no,11,3,1,3,0.00,0.00,100.00,0.00 t2z/weather,bayes,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,j48,disctree,no,11,3,1,4,33.33,0.00,50.00,0.00 t2z/weather,nbk,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,disctree,no,11,3,1,4,33.33,0.00,50.00,0.00 t2z/weather,bayes,disctree,no,12,2,1,5,50.00,50.00,0.00,100.00 t2z/weather,j48,disctree,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,disctree,no,12,2,1,5,50.00,50.00,0.00,100.00 t2z/weather,oneR,disctree,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,disctree,no,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather,j48,disctree,no,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,12,2,2,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,11,3,2,2,33.33,0.00,0.00,0.00 t2z/weather,j48,disctree,no,11,3,2,2,66.67,0.00,0.00,0.00 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t2z/weather,oneR,fayyadIrani,no,11,3,2,2,33.33,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,2,4,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,2,4,33.33,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,2,4,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,2,4,33.33,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,2,5,100.00,100.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,12,2,2,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,2,5,100.00,100.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,12,2,2,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,1,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,2,100.00,100.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,3,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,2,100.00,100.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,4,33.33,50.00,100.00,50.00 t2z/weather,j48,fayyadIrani,no,11,3,3,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,4,33.33,50.00,100.00,50.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,4,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,2,33.33,0.00,50.00,0.00 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,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,4,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,4,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,5,50.00,50.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,12,2,4,5,50.00,50.00,0.00,100.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,5,50.00,50.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,5,50.00,50.00,0.00,100.00 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,11,3,5,2,33.33,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,2,33.33,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,2,33.33,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,5,0.00,0.00,100.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather.nominal,bayes,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,2,33.33,33.33,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,1,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,1,2,33.33,33.33,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,1,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,1,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,4,100.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,4,100.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,2,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,2,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,2,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,2,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,2,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,4,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,2,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,2,4,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,2,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,3,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,3,1,50.00,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,3,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,2,0.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,2,66.67,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,2,0.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,3,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,3,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,3,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,4,1,100.00,0.00,0.00,0.00 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