#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/anneal,bayes,cat,2,718,179,1,1,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,1,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,1,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,1,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,1,2,87.22,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,1,2,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,1,2,94.44,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,1,2,82.78,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,1,3,86.03,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,1,3,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,1,3,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,1,3,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,1,4,90.00,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,1,4,97.78,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,1,4,96.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,1,4,81.67,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,1,5,90.50,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,1,5,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,1,5,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,1,5,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,1,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,1,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,1,92.74,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,2,89.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,2,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,2,96.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,2,85.00,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,3,86.59,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,3,93.85,100.00,100.00,89.47 a2b/anneal,oneR,cat,2,719,179,2,3,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,4,92.22,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,4,97.78,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,4,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,4,76.67,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,5,84.36,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,5,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,5,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,5,87.71,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,3,1,89.39,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,3,1,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,3,1,97.21,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,3,1,79.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,3,2,89.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,3,2,97.78,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,3,2,97.22,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,3,2,86.11,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,3,3,82.68,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,3,3,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,3,3,92.74,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,3,3,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,180,3,4,84.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,180,3,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,180,3,4,90.56,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,180,3,4,85.00,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,179,3,5,87.15,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,179,3,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,179,3,5,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,179,3,5,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,1,86.59,95.24,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,1,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,1,94.97,95.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,2,87.78,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,2,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,2,83.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,3,83.80,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,3,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,3,95.53,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,3,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,4,95.56,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,4,97.22,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,4,97.22,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,4,83.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,5,86.59,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,5,92.18,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,5,81.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,179,5,1,86.03,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,179,5,1,95.53,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,179,5,1,92.18,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,717,179,5,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,716,180,5,2,83.89,100.00,0.00,100.00 a2b/anneal,j48,cat,2,716,180,5,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,716,180,5,2,94.44,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,716,180,5,2,83.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,717,179,5,3,92.74,100.00,0.00,100.00 a2b/anneal,j48,cat,2,717,179,5,3,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,717,179,5,3,94.97,100.00,100.00,88.89 a2b/anneal,oneR,cat,2,717,179,5,3,83.24,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,716,180,5,4,87.22,100.00,0.00,100.00 a2b/anneal,j48,cat,2,716,180,5,4,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,716,180,5,4,96.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,716,180,5,4,86.11,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,178,5,5,89.89,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,178,5,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,178,5,5,93.82,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,178,5,5,80.90,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,1,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,1,86.59,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,1,83.80,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,1,2,93.89,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,1,2,91.11,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,1,2,93.89,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,1,2,80.00,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,3,96.09,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,3,87.71,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,3,96.09,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,3,86.59,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,1,4,94.44,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,1,4,87.78,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,1,4,94.44,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,1,4,84.44,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,5,96.65,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,5,89.94,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,5,96.65,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,5,83.24,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,179,2,1,97.77,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,179,2,1,91.62,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,179,2,1,97.77,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,179,2,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,716,180,2,2,93.33,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,716,180,2,2,86.67,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,716,180,2,2,93.33,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,716,180,2,2,82.22,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,179,2,3,96.09,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,179,2,3,88.83,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,179,2,3,96.09,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,179,2,3,82.68,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,716,180,2,4,96.11,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,716,180,2,4,91.67,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,716,180,2,4,96.11,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,716,180,2,4,84.44,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,178,2,5,94.94,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,178,2,5,85.39,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,178,2,5,94.94,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,178,2,5,84.83,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,1,94.41,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,1,92.18,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,1,94.41,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,1,83.24,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,3,2,94.44,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,3,2,88.33,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,3,2,94.44,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,3,2,82.22,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,3,94.97,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,3,85.47,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,3,94.97,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,3,79.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,3,4,98.33,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,3,4,94.44,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,3,4,98.33,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,3,4,88.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,5,96.65,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,5,89.39,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,5,96.65,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,5,83.80,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,1,96.65,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,1,90.50,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,1,96.65,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,2,97.22,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,2,92.22,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,2,97.22,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,2,83.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,3,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,3,86.59,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,3,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,3,84.92,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,4,93.33,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,4,87.78,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,4,93.33,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,4,77.78,0.00,0.00,0.00 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a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,4,75.56,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,4,57.78,0.00,0.00,0.00 a2b/audiology,bayes,fayyadIrani,bells_palsy,181,45,5,5,55.56,0.00,0.00,0.00 a2b/audiology,j48,fayyadIrani,bells_palsy,181,45,5,5,68.89,0.00,0.00,0.00 a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,5,55.56,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,5,40.00,0.00,0.00,0.00 /home/donaldb/var/weka/xval.23497 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/autos,bayes,cat,-2,165,40,1,1,50.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,1,1,82.50,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,1,1,57.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,1,1,47.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,2,43.90,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,1,2,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,1,2,65.85,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,1,2,70.73,0.00,0.00,0.00 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a2b/autos,nbk,cat,-2,164,41,2,2,53.66,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,2,73.17,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,3,41.46,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,2,3,75.61,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,2,3,51.22,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,2,3,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,4,51.22,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,4,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,4,56.10,0.00,0.00,0.00 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,-2,164,41,2,5,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,3,1,50.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,3,1,80.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,3,1,50.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,3,1,67.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,2,48.78,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,2,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,2,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,2,43.90,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,3,63.41,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,3,82.93,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,3,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,3,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,4,53.66,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,4,78.05,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,4,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,4,46.34,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,5,63.41,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,5,73.17,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,5,63.41,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,5,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,4,1,60.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,4,1,77.50,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,4,1,65.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,4,1,60.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,2,58.54,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,2,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,4,2,51.22,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,2,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,3,65.85,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,4,3,78.05,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,3,68.29,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,4,3,60.98,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,4,65.85,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,4,4,82.93,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,4,65.85,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,4,4,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,5,43.90,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,5,80.49,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,5,58.54,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,5,73.17,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,5,1,52.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,5,1,70.00,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,5,1,55.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,5,1,50.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,2,48.78,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,2,85.37,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,2,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,2,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,3,60.98,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,3,70.73,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,3,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,3,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,4,65.85,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,4,82.93,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,5,4,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,4,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,5,60.98,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,5,82.93,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,5,73.17,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,5,65.85,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,1,1,80.00,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,1,1,67.50,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,165,40,1,1,80.00,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,165,40,1,1,42.50,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,2,73.17,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,2,65.85,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,2,73.17,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,2,48.78,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,3,70.73,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,3,75.61,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,1,3,70.73,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,3,46.34,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,4,68.29,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,4,78.05,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,1,4,68.29,0.00,0.00,0.00 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a2b/autos,j48,fayyadIrani,-2,164,41,4,2,90.24,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,2,70.73,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,2,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,3,65.85,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,3,63.41,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,3,65.85,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,3,51.22,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,4,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,4,73.17,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,4,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,4,65.85,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,5,65.85,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,5,78.05,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,5,65.85,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,5,65.85,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,165,40,5,1,67.50,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,165,40,5,1,90.00,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,165,40,5,1,67.50,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,165,40,5,1,65.00,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,2,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,2,80.49,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,2,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,2,63.41,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,3,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,3,75.61,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,3,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,3,51.22,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,4,70.73,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,4,73.17,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,4,70.73,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,4,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,5,73.17,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,5,78.05,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,5,73.17,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,5,53.66,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/breast-cancer,bayes,cat,recurrence-events,228,57,1,1,73.68,60.00,56.58,57.00 a2b/breast-cancer,j48,cat,recurrence-events,228,57,1,1,70.18,60.00,58.02,54.81 a2b/breast-cancer,nbk,cat,recurrence-events,228,57,1,1,73.68,60.00,56.58,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,228,57,1,1,68.42,60.00,58.82,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,228,57,1,2,64.91,59.38,58.11,57.00 a2b/breast-cancer,j48,cat,recurrence-events,228,57,1,2,63.16,59.38,58.97,55.34 a2b/breast-cancer,nbk,cat,recurrence-events,228,57,1,2,64.91,59.38,58.11,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,228,57,1,2,57.89,59.38,59.09,59.38 a2b/breast-cancer,bayes,cat,recurrence-events,228,57,1,3,73.68,58.76,56.25,55.88 a2b/breast-cancer,j48,cat,recurrence-events,228,57,1,3,75.44,58.76,56.82,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,228,57,1,3,73.68,58.76,56.25,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,228,57,1,3,70.18,58.76,57.95,52.78 a2b/breast-cancer,bayes,cat,recurrence-events,228,57,1,4,71.93,60.00,56.76,57.58 a2b/breast-cancer,j48,cat,recurrence-events,228,57,1,4,70.18,60.00,57.69,55.88 a2b/breast-cancer,nbk,cat,recurrence-events,228,57,1,4,71.93,60.00,56.76,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,228,57,1,4,68.42,60.00,57.89,56.44 a2b/breast-cancer,bayes,cat,recurrence-events,228,57,1,5,71.93,55.88,54.88,55.88 a2b/breast-cancer,j48,cat,recurrence-events,228,57,1,5,78.95,55.88,55.21,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,228,57,1,5,71.93,55.88,54.88,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,228,57,1,5,73.68,55.88,55.17,54.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,1,75.44,59.38,55.84,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,1,70.18,59.38,58.14,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,1,75.44,59.38,55.84,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,1,63.16,59.38,60.00,51.35 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,2,63.16,59.38,58.33,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,2,68.42,59.38,58.33,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,2,63.16,59.38,58.33,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,2,61.40,59.38,59.21,55.88 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,3,71.93,58.16,56.63,54.81 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,3,77.19,58.16,56.84,51.35 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,3,71.93,58.16,56.63,54.81 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,3,70.18,58.16,58.06,51.35 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,4,75.44,58.16,56.32,53.77 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,4,77.19,58.16,56.84,51.35 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,4,75.44,58.16,56.32,53.77 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,4,70.18,58.16,55.07,60.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,5,73.68,58.76,55.84,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,5,73.68,58.76,56.98,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,5,73.68,58.76,55.84,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,5,71.93,58.76,57.14,54.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,1,66.67,58.76,56.52,59.38 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,1,75.44,58.76,56.82,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,1,66.67,58.76,56.52,59.38 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,1,63.16,58.76,56.92,60.64 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,2,68.42,59.38,57.69,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,2,64.91,59.38,59.30,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,2,68.42,59.38,57.69,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,2,66.67,59.38,58.82,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,3,77.19,59.38,55.26,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,3,63.16,59.38,58.97,55.34 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,3,77.19,59.38,55.26,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,3,61.40,59.38,57.38,61.96 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,4,70.18,58.76,57.32,54.81 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,4,78.95,58.76,56.52,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,4,70.18,58.76,57.32,54.81 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,4,71.93,58.76,57.78,52.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,5,80.70,57.58,53.75,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,5,80.70,57.58,55.43,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,5,80.70,57.58,53.75,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,5,73.68,57.58,57.29,50.89 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,1,73.68,58.76,55.84,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,1,70.18,58.76,57.95,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,1,73.68,58.76,55.84,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,1,63.16,58.76,58.11,57.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,2,73.68,57.00,55.42,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,2,78.95,57.00,55.79,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,2,73.68,57.00,55.42,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,2,71.93,57.00,55.95,54.81 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,3,66.67,59.38,57.14,58.76 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,3,63.16,59.38,59.26,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,3,66.67,59.38,57.14,58.76 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,3,61.40,59.38,59.49,54.81 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,4,64.91,60.00,59.52,53.27 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,4,63.16,60.00,60.23,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,4,64.91,60.00,59.52,53.27 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,4,56.14,60.00,61.25,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,5,78.95,58.76,55.00,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,5,73.68,58.76,56.63,54.81 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,5,78.95,58.76,55.00,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,5,70.18,58.76,56.16,58.16 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,1,77.19,60.00,55.84,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,1,66.67,60.00,59.30,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,1,77.19,60.00,55.84,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,1,63.16,60.00,58.90,57.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,2,70.18,58.16,56.79,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,2,77.19,58.16,56.52,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,2,70.18,58.16,56.79,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,2,68.42,58.16,56.96,55.88 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,3,80.70,60.00,55.13,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,3,73.68,60.00,57.95,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,3,80.70,60.00,55.13,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,3,66.67,60.00,59.30,52.78 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,4,73.68,55.88,54.32,56.44 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c2d/credit-a,j48,fayyadIrani,-,552,138,3,4,84.78,80.00,8.62,92.75 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,4,81.88,76.83,10.71,91.30 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,4,87.68,90.62,14.86,84.06 c2d/credit-a,bayes,fayyadIrani,-,552,138,3,5,88.41,89.89,14.29,91.95 c2d/credit-a,j48,fayyadIrani,-,552,138,3,5,89.13,91.86,15.38,90.80 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,5,88.41,89.89,14.29,91.95 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,5,85.51,95.89,26.15,80.46 c2d/credit-a,bayes,fayyadIrani,-,553,137,4,1,83.94,76.92,6.78,93.75 c2d/credit-a,j48,fayyadIrani,-,553,137,4,1,86.13,82.61,10.29,89.06 c2d/credit-a,nbk,fayyadIrani,-,553,137,4,1,83.94,76.92,6.78,93.75 c2d/credit-a,oneR,fayyadIrani,-,553,137,4,1,88.32,92.86,14.81,81.25 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,2,89.13,88.10,9.26,93.67 c2d/credit-a,j48,fayyadIrani,-,552,138,4,2,88.41,90.91,14.75,88.61 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,2,89.13,88.10,9.26,93.67 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,2,81.88,92.19,27.03,74.68 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,3,83.33,87.14,20.59,81.33 c2d/credit-a,j48,fayyadIrani,-,552,138,4,3,84.06,85.33,17.46,85.33 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,3,83.33,87.14,20.59,81.33 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,3,83.33,91.94,23.68,76.00 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,4,85.51,89.13,21.74,89.13 c2d/credit-a,j48,fayyadIrani,-,552,138,4,4,84.78,91.76,26.42,84.78 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,4,85.51,89.13,21.74,89.13 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,4,82.61,91.46,30.36,81.52 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,5,89.86,85.54,3.64,97.26 c2d/credit-a,j48,fayyadIrani,-,552,138,4,5,89.13,86.25,6.90,94.52 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,5,89.86,85.54,3.64,97.26 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,5,91.30,96.92,13.70,86.30 c2d/credit-a,bayes,fayyadIrani,-,553,137,5,1,89.05,89.53,11.76,92.77 c2d/credit-a,j48,fayyadIrani,-,553,137,5,1,88.32,94.67,19.35,85.54 c2d/credit-a,nbk,fayyadIrani,-,553,137,5,1,89.05,89.53,11.76,92.77 c2d/credit-a,oneR,fayyadIrani,-,553,137,5,1,86.13,97.06,24.64,79.52 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,2,88.41,89.41,13.21,91.57 c2d/credit-a,j48,fayyadIrani,-,552,138,5,2,86.96,91.14,18.64,86.75 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,2,88.41,89.41,13.21,91.57 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,2,86.23,94.44,22.73,81.93 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,3,86.96,85.90,11.67,90.54 c2d/credit-a,j48,fayyadIrani,-,552,138,5,3,90.58,89.61,8.20,93.24 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,3,86.96,85.90,11.67,90.54 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,3,87.68,93.85,17.81,82.43 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,4,84.78,84.81,15.25,88.16 c2d/credit-a,j48,fayyadIrani,-,552,138,5,4,81.16,82.05,20.00,84.21 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,4,84.78,84.81,15.25,88.16 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,4,80.43,88.89,26.67,73.68 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,5,82.61,76.25,8.62,92.42 c2d/credit-a,j48,fayyadIrani,-,552,138,5,5,83.33,77.22,8.47,92.42 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,5,82.61,76.25,8.62,92.42 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,5,87.68,90.16,14.29,83.33 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision c2d/diabetes,bayes,cat,tested_positive,615,153,1,1,72.55,65.96,24.53,54.39 c2d/diabetes,j48,cat,tested_positive,615,153,1,1,72.55,64.15,23.00,59.65 c2d/diabetes,nbk,cat,tested_positive,615,153,1,1,73.20,69.05,25.23,50.88 c2d/diabetes,oneR,cat,tested_positive,615,153,1,1,67.97,59.09,28.44,45.61 c2d/diabetes,bayes,cat,tested_positive,614,154,1,2,75.32,75.61,24.78,52.54 c2d/diabetes,j48,cat,tested_positive,614,154,1,2,72.73,63.08,20.22,69.49 c2d/diabetes,nbk,cat,tested_positive,614,154,1,2,72.08,75.00,28.69,40.68 c2d/diabetes,oneR,cat,tested_positive,614,154,1,2,70.13,74.07,30.71,33.90 c2d/diabetes,bayes,cat,tested_positive,615,153,1,3,71.24,56.14,19.79,62.75 c2d/diabetes,j48,cat,tested_positive,615,153,1,3,77.78,68.09,17.92,62.75 c2d/diabetes,nbk,cat,tested_positive,615,153,1,3,75.82,62.50,16.49,68.63 c2d/diabetes,oneR,cat,tested_positive,615,153,1,3,76.47,69.23,21.05,52.94 c2d/diabetes,bayes,cat,tested_positive,614,154,1,4,78.57,65.12,16.22,60.87 c2d/diabetes,j48,cat,tested_positive,614,154,1,4,75.32,56.67,12.77,73.91 c2d/diabetes,nbk,cat,tested_positive,614,154,1,4,75.32,59.52,18.75,54.35 c2d/diabetes,oneR,cat,tested_positive,614,154,1,4,75.32,60.00,19.30,52.17 c2d/diabetes,bayes,cat,tested_positive,615,153,1,5,80.39,72.73,15.31,72.73 c2d/diabetes,j48,cat,tested_positive,615,153,1,5,76.47,67.27,18.37,67.27 c2d/diabetes,nbk,cat,tested_positive,615,153,1,5,81.70,78.72,16.98,67.27 c2d/diabetes,oneR,cat,tested_positive,615,153,1,5,71.24,62.22,25.00,50.91 c2d/diabetes,bayes,cat,tested_positive,615,153,2,1,75.82,69.39,21.15,60.71 c2d/diabetes,j48,cat,tested_positive,615,153,2,1,80.39,78.26,18.69,64.29 c2d/diabetes,nbk,cat,tested_positive,615,153,2,1,75.16,69.57,22.43,57.14 c2d/diabetes,oneR,cat,tested_positive,615,153,2,1,73.20,69.23,25.44,48.21 c2d/diabetes,bayes,cat,tested_positive,614,154,2,2,77.92,58.33,13.21,66.67 c2d/diabetes,j48,cat,tested_positive,614,154,2,2,77.92,58.70,13.89,64.29 c2d/diabetes,nbk,cat,tested_positive,614,154,2,2,79.22,60.42,12.26,69.05 c2d/diabetes,oneR,cat,tested_positive,614,154,2,2,73.38,51.16,18.02,52.38 c2d/diabetes,bayes,cat,tested_positive,615,153,2,3,78.43,66.67,15.69,68.00 c2d/diabetes,j48,cat,tested_positive,615,153,2,3,65.36,47.17,25.00,50.00 c2d/diabetes,nbk,cat,tested_positive,615,153,2,3,77.78,69.05,18.92,58.00 c2d/diabetes,oneR,cat,tested_positive,615,153,2,3,72.55,61.76,24.37,42.00 c2d/diabetes,bayes,cat,tested_positive,614,154,2,4,72.08,70.83,27.36,53.97 c2d/diabetes,j48,cat,tested_positive,614,154,2,4,75.97,72.41,21.88,66.67 c2d/diabetes,nbk,cat,tested_positive,614,154,2,4,70.78,73.68,30.17,44.44 c2d/diabetes,oneR,cat,tested_positive,614,154,2,4,68.83,67.44,30.63,46.03 c2d/diabetes,bayes,cat,tested_positive,615,153,2,5,75.82,71.74,22.43,57.89 c2d/diabetes,j48,cat,tested_positive,615,153,2,5,74.51,70.45,23.85,54.39 c2d/diabetes,nbk,cat,tested_positive,615,153,2,5,73.86,71.79,25.44,49.12 c2d/diabetes,oneR,cat,tested_positive,615,153,2,5,70.59,66.67,28.21,42.11 c2d/diabetes,bayes,cat,tested_positive,614,153,3,1,77.78,68.75,18.10,63.46 c2d/diabetes,j48,cat,tested_positive,614,153,3,1,77.78,65.52,14.74,73.08 c2d/diabetes,nbk,cat,tested_positive,614,153,3,1,72.55,64.71,25.21,42.31 c2d/diabetes,oneR,cat,tested_positive,614,153,3,1,75.82,68.29,21.43,53.85 c2d/diabetes,bayes,cat,tested_positive,613,154,3,2,71.43,67.35,26.67,54.10 c2d/diabetes,j48,cat,tested_positive,613,154,3,2,68.18,60.00,26.60,59.02 c2d/diabetes,nbk,cat,tested_positive,613,154,3,2,72.08,71.43,27.68,49.18 c2d/diabetes,oneR,cat,tested_positive,613,154,3,2,66.88,64.71,32.50,36.07 c2d/diabetes,bayes,cat,tested_positive,614,153,3,3,72.55,62.00,22.33,57.41 c2d/diabetes,j48,cat,tested_positive,614,153,3,3,73.86,64.00,21.36,59.26 c2d/diabetes,nbk,cat,tested_positive,614,153,3,3,74.51,65.31,21.15,59.26 c2d/diabetes,oneR,cat,tested_positive,614,153,3,3,70.59,59.57,24.53,51.85 c2d/diabetes,bayes,cat,tested_positive,613,154,3,4,80.52,72.00,15.38,69.23 c2d/diabetes,j48,cat,tested_positive,613,154,3,4,73.38,62.22,22.02,53.85 c2d/diabetes,nbk,cat,tested_positive,613,154,3,4,81.17,73.47,15.24,69.23 c2d/diabetes,oneR,cat,tested_positive,613,154,3,4,71.43,64.29,26.98,34.62 c2d/diabetes,bayes,cat,tested_positive,614,153,3,5,77.12,66.67,18.92,57.14 c2d/diabetes,j48,cat,tested_positive,614,153,3,5,71.90,55.56,19.19,61.22 c2d/diabetes,nbk,cat,tested_positive,614,153,3,5,73.20,61.11,23.08,44.90 c2d/diabetes,oneR,cat,tested_positive,614,153,3,5,76.47,67.57,20.69,51.02 c2d/diabetes,bayes,cat,tested_positive,615,153,4,1,74.51,70.59,24.37,45.28 c2d/diabetes,j48,cat,tested_positive,615,153,4,1,71.24,60.00,24.07,50.94 c2d/diabetes,nbk,cat,tested_positive,615,153,4,1,74.51,71.88,24.79,43.40 c2d/diabetes,oneR,cat,tested_positive,615,153,4,1,77.78,82.76,23.39,45.28 c2d/diabetes,bayes,cat,tested_positive,614,154,4,2,82.47,72.73,12.12,76.92 c2d/diabetes,j48,cat,tested_positive,614,154,4,2,72.73,56.25,9.46,86.54 c2d/diabetes,nbk,cat,tested_positive,614,154,4,2,79.87,72.34,16.82,65.38 c2d/diabetes,oneR,cat,tested_positive,614,154,4,2,70.78,57.78,23.85,50.00 c2d/diabetes,bayes,cat,tested_positive,615,153,4,3,78.43,72.34,18.87,62.96 c2d/diabetes,j48,cat,tested_positive,615,153,4,3,71.24,62.50,25.66,46.30 c2d/diabetes,nbk,cat,tested_positive,615,153,4,3,76.47,70.45,21.10,57.41 c2d/diabetes,oneR,cat,tested_positive,615,153,4,3,71.24,64.71,26.89,40.74 c2d/diabetes,bayes,cat,tested_positive,614,154,4,4,69.48,59.32,24.21,60.34 c2d/diabetes,j48,cat,tested_positive,614,154,4,4,68.83,60.42,27.36,50.00 c2d/diabetes,nbk,cat,tested_positive,614,154,4,4,69.48,61.70,27.10,50.00 c2d/diabetes,oneR,cat,tested_positive,614,154,4,4,65.58,56.41,31.30,37.93 c2d/diabetes,bayes,cat,tested_positive,615,153,4,5,74.51,63.04,20.56,56.86 c2d/diabetes,j48,cat,tested_positive,615,153,4,5,76.47,70.27,21.55,50.98 c2d/diabetes,nbk,cat,tested_positive,615,153,4,5,75.82,66.67,20.72,54.90 c2d/diabetes,oneR,cat,tested_positive,615,153,4,5,72.55,60.98,23.21,49.02 c2d/diabetes,bayes,cat,tested_positive,615,153,5,1,75.82,59.68,13.19,75.51 c2d/diabetes,j48,cat,tested_positive,615,153,5,1,78.43,67.39,16.82,63.27 c2d/diabetes,nbk,cat,tested_positive,615,153,5,1,79.74,66.07,12.37,75.51 c2d/diabetes,oneR,cat,tested_positive,615,153,5,1,70.59,55.00,23.89,44.90 c2d/diabetes,bayes,cat,tested_positive,614,154,5,2,75.97,60.71,15.31,69.39 c2d/diabetes,j48,cat,tested_positive,614,154,5,2,77.27,60.94,11.11,79.59 c2d/diabetes,nbk,cat,tested_positive,614,154,5,2,78.57,68.18,17.27,61.22 c2d/diabetes,oneR,cat,tested_positive,614,154,5,2,75.32,62.79,19.82,55.10 c2d/diabetes,bayes,cat,tested_positive,615,153,5,3,72.55,60.47,22.73,50.98 c2d/diabetes,j48,cat,tested_positive,615,153,5,3,69.28,54.76,25.23,45.10 c2d/diabetes,nbk,cat,tested_positive,615,153,5,3,73.86,65.71,23.73,45.10 c2d/diabetes,oneR,cat,tested_positive,615,153,5,3,73.20,70.83,26.36,33.33 c2d/diabetes,bayes,cat,tested_positive,614,154,5,4,78.57,81.82,22.73,59.02 c2d/diabetes,j48,cat,tested_positive,614,154,5,4,72.73,71.11,26.61,52.46 c2d/diabetes,nbk,cat,tested_positive,614,154,5,4,72.08,75.00,28.81,44.26 c2d/diabetes,oneR,cat,tested_positive,614,154,5,4,70.13,74.19,30.89,37.70 c2d/diabetes,bayes,cat,tested_positive,615,153,5,5,74.51,73.17,25.00,51.72 c2d/diabetes,j48,cat,tested_positive,615,153,5,5,73.20,65.45,22.45,62.07 c2d/diabetes,nbk,cat,tested_positive,615,153,5,5,70.59,68.57,28.81,41.38 c2d/diabetes,oneR,cat,tested_positive,615,153,5,5,67.97,62.86,30.51,37.93 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,1,78.43,76.36,20.41,67.74 c2d/diabetes,j48,disctree,tested_positive,615,153,1,1,74.51,92.59,29.37,40.32 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,1,78.43,76.36,20.41,67.74 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,1,74.51,92.59,29.37,40.32 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,2,72.08,59.32,20.00,64.81 c2d/diabetes,j48,disctree,tested_positive,614,154,1,2,72.73,77.27,28.03,31.48 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,2,72.08,59.32,20.00,64.81 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,2,72.73,77.27,28.03,31.48 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,3,73.86,58.00,18.45,60.42 c2d/diabetes,j48,disctree,tested_positive,615,153,1,3,71.24,56.67,25.20,35.42 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,3,73.86,58.00,18.45,60.42 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,3,71.90,58.62,25.00,35.42 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,4,75.32,59.26,16.00,66.67 c2d/diabetes,j48,disctree,tested_positive,614,154,1,4,75.32,63.89,21.19,47.92 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,4,75.32,59.26,16.00,66.67 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,4,75.32,64.71,21.67,45.83 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,5,77.12,68.52,18.18,67.27 c2d/diabetes,j48,disctree,tested_positive,615,153,1,5,71.90,65.00,25.66,47.27 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,5,77.12,68.52,18.18,67.27 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,5,71.90,65.00,25.66,47.27 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,1,73.86,62.00,20.39,59.62 c2d/diabetes,j48,disctree,tested_positive,615,153,2,1,75.82,75.86,24.19,42.31 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,1,73.86,62.00,20.39,59.62 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,1,75.82,74.19,23.77,44.23 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,2,77.27,71.15,19.61,64.91 c2d/diabetes,j48,disctree,tested_positive,614,154,2,2,74.03,77.42,26.83,42.11 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,2,77.27,71.15,19.61,64.91 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,2,74.03,81.48,27.56,38.60 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,3,74.51,59.62,17.82,63.27 c2d/diabetes,j48,disctree,tested_positive,615,153,2,3,71.90,62.50,26.36,30.61 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,3,74.51,59.62,17.82,63.27 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,3,73.20,68.18,25.95,30.61 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,4,72.08,62.90,21.74,66.10 c2d/diabetes,j48,disctree,tested_positive,614,154,2,4,72.08,71.05,27.59,45.76 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,4,72.08,62.90,21.74,66.10 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,4,72.73,77.42,28.46,40.68 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,5,73.86,61.22,20.19,58.82 c2d/diabetes,j48,disctree,tested_positive,615,153,2,5,69.28,56.25,27.27,35.29 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,5,73.86,61.22,20.19,58.82 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,5,69.28,56.25,27.27,35.29 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,1,81.70,80.39,17.65,69.49 c2d/diabetes,j48,disctree,tested_positive,615,153,3,1,70.59,75.00,30.40,35.59 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,1,81.70,80.39,17.65,69.49 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,1,71.24,80.00,30.47,33.90 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,2,81.17,66.00,11.54,73.33 c2d/diabetes,j48,disctree,tested_positive,614,154,3,2,81.17,86.36,19.70,42.22 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,2,81.17,66.00,11.54,73.33 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,2,81.82,90.48,19.55,42.22 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,3,69.93,50.00,21.50,50.00 c2d/diabetes,j48,disctree,tested_positive,615,153,3,3,75.82,68.00,22.66,36.96 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,3,69.93,50.00,21.50,50.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,3,75.16,70.00,24.06,30.43 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,4,68.83,56.72,21.84,66.67 c2d/diabetes,j48,disctree,tested_positive,614,154,3,4,68.83,60.98,28.32,43.86 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,4,68.83,56.72,21.84,66.67 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,4,68.18,60.00,28.95,42.11 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,5,71.90,64.52,23.08,65.57 c2d/diabetes,j48,disctree,tested_positive,615,153,3,5,71.24,75.76,30.00,40.98 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,5,71.90,64.52,23.08,65.57 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,5,71.24,75.76,30.00,40.98 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,1,75.82,66.07,18.56,67.27 c2d/diabetes,j48,disctree,tested_positive,615,153,4,1,71.24,68.97,28.23,36.36 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,1,75.82,66.07,18.56,67.27 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,1,71.24,68.97,28.23,36.36 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,2,74.03,62.71,18.95,67.27 c2d/diabetes,j48,disctree,tested_positive,614,154,4,2,72.73,66.67,25.22,47.27 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,2,74.03,62.71,18.95,67.27 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,2,73.38,68.42,25.00,47.27 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,3,75.82,60.42,17.14,61.70 c2d/diabetes,j48,disctree,tested_positive,615,153,4,3,69.93,51.16,22.73,46.81 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,3,75.82,60.42,17.14,61.70 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,3,69.93,51.16,22.73,46.81 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,4,74.03,63.16,19.59,65.45 c2d/diabetes,j48,disctree,tested_positive,614,154,4,4,75.32,75.76,24.79,45.45 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,4,74.03,63.16,19.59,65.45 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,4,73.38,68.42,25.00,47.27 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,5,74.51,69.77,23.64,53.57 c2d/diabetes,j48,disctree,tested_positive,615,153,4,5,71.24,80.00,30.08,28.57 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,5,74.51,69.77,23.64,53.57 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,5,71.24,80.00,30.08,28.57 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,1,74.51,66.13,19.78,69.49 c2d/diabetes,j48,disctree,tested_positive,615,153,5,1,75.16,83.87,27.05,44.07 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,1,74.51,66.13,19.78,69.49 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,1,75.16,83.87,27.05,44.07 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,2,72.73,65.38,23.53,58.62 c2d/diabetes,j48,disctree,tested_positive,614,154,5,2,72.08,82.61,29.77,32.76 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,2,72.73,65.38,23.53,58.62 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,2,72.08,82.61,29.77,32.76 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,3,72.55,68.09,25.47,54.24 c2d/diabetes,j48,disctree,tested_positive,615,153,5,3,71.24,74.19,29.51,38.98 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,3,72.55,68.09,25.47,54.24 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,3,71.90,78.57,29.60,37.29 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,4,75.32,57.69,15.69,65.22 c2d/diabetes,j48,disctree,tested_positive,614,154,5,4,72.73,56.25,22.95,39.13 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,4,75.32,57.69,15.69,65.22 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,4,72.73,56.25,22.95,39.13 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,5,73.86,56.00,17.48,60.87 c2d/diabetes,j48,disctree,tested_positive,615,153,5,5,76.47,66.67,21.14,43.48 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,5,73.86,56.00,17.48,60.87 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,5,75.16,64.29,22.40,39.13 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,1,75.16,69.81,22.00,62.71 c2d/diabetes,j48,tbin,tested_positive,615,153,1,1,78.43,77.08,20.95,62.71 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,1,75.16,69.81,22.00,62.71 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,1,73.20,78.12,28.10,42.37 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,2,78.57,68.52,16.00,69.81 c2d/diabetes,j48,tbin,tested_positive,614,154,1,2,77.27,70.45,20.00,58.49 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,2,78.57,68.52,16.00,69.81 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,2,74.03,61.40,18.56,66.04 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,3,70.59,60.42,24.76,52.73 c2d/diabetes,j48,tbin,tested_positive,615,153,1,3,73.86,69.23,24.56,49.09 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,3,70.59,60.42,24.76,52.73 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,3,73.86,82.61,27.69,34.55 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,4,72.08,69.23,26.47,57.14 c2d/diabetes,j48,tbin,tested_positive,614,154,1,4,69.48,67.39,29.63,49.21 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,4,72.08,69.23,26.47,57.14 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,4,68.18,70.59,32.50,38.10 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,5,75.82,51.11,13.89,60.53 c2d/diabetes,j48,tbin,tested_positive,615,153,1,5,77.12,54.05,15.52,52.63 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,5,75.82,51.11,13.89,60.53 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,5,72.55,45.45,16.51,52.63 c2d/diabetes,bayes,tbin,tested_positive,614,153,2,1,79.74,73.91,17.76,64.15 c2d/diabetes,j48,tbin,tested_positive,614,153,2,1,77.12,72.50,21.24,54.72 c2d/diabetes,nbk,tbin,tested_positive,614,153,2,1,79.74,73.91,17.76,64.15 c2d/diabetes,oneR,tbin,tested_positive,614,153,2,1,75.82,78.57,24.80,41.51 c2d/diabetes,bayes,tbin,tested_positive,613,154,2,2,70.13,67.35,28.57,52.38 c2d/diabetes,j48,tbin,tested_positive,613,154,2,2,70.13,71.79,30.43,44.44 c2d/diabetes,nbk,tbin,tested_positive,613,154,2,2,70.13,67.35,28.57,52.38 c2d/diabetes,oneR,tbin,tested_positive,613,154,2,2,67.53,74.07,33.86,31.75 c2d/diabetes,bayes,tbin,tested_positive,614,153,2,3,73.86,58.06,15.38,72.00 c2d/diabetes,j48,tbin,tested_positive,614,153,2,3,75.82,61.82,16.33,68.00 c2d/diabetes,nbk,tbin,tested_positive,614,153,2,3,73.86,58.06,15.38,72.00 c2d/diabetes,oneR,tbin,tested_positive,614,153,2,3,76.47,70.59,21.85,48.00 c2d/diabetes,bayes,tbin,tested_positive,613,154,2,4,75.97,59.09,17.27,57.78 c2d/diabetes,j48,tbin,tested_positive,613,154,2,4,76.62,60.98,17.70,55.56 c2d/diabetes,nbk,tbin,tested_positive,613,154,2,4,75.97,59.09,17.27,57.78 c2d/diabetes,oneR,tbin,tested_positive,613,154,2,4,77.27,66.67,20.16,44.44 c2d/diabetes,bayes,tbin,tested_positive,614,153,2,5,73.20,67.44,24.55,51.79 c2d/diabetes,j48,tbin,tested_positive,614,153,2,5,69.93,64.71,28.57,39.29 c2d/diabetes,nbk,tbin,tested_positive,614,153,2,5,73.20,67.44,24.55,51.79 c2d/diabetes,oneR,tbin,tested_positive,614,153,2,5,72.55,76.92,28.35,35.71 c2d/diabetes,bayes,tbin,tested_positive,614,153,3,1,73.86,65.96,22.64,56.36 c2d/diabetes,j48,tbin,tested_positive,614,153,3,1,71.90,65.79,26.09,45.45 c2d/diabetes,nbk,tbin,tested_positive,614,153,3,1,73.86,65.96,22.64,56.36 c2d/diabetes,oneR,tbin,tested_positive,614,153,3,1,68.63,56.36,24.49,56.36 c2d/diabetes,bayes,tbin,tested_positive,613,154,3,2,70.13,53.85,21.57,56.00 c2d/diabetes,j48,tbin,tested_positive,613,154,3,2,74.03,60.00,19.23,60.00 c2d/diabetes,nbk,tbin,tested_positive,613,154,3,2,70.13,53.85,21.57,56.00 c2d/diabetes,oneR,tbin,tested_positive,613,154,3,2,74.68,70.37,24.41,38.00 c2d/diabetes,bayes,tbin,tested_positive,614,153,3,3,76.47,71.43,21.62,55.56 c2d/diabetes,j48,tbin,tested_positive,614,153,3,3,70.59,64.52,27.87,37.04 c2d/diabetes,nbk,tbin,tested_positive,614,153,3,3,76.47,71.43,21.62,55.56 c2d/diabetes,oneR,tbin,tested_positive,614,153,3,3,69.93,68.18,29.77,27.78 c2d/diabetes,bayes,tbin,tested_positive,613,154,3,4,74.68,66.04,20.79,62.50 c2d/diabetes,j48,tbin,tested_positive,613,154,3,4,74.03,62.90,18.48,69.64 c2d/diabetes,nbk,tbin,tested_positive,613,154,3,4,74.68,66.04,20.79,62.50 c2d/diabetes,oneR,tbin,tested_positive,613,154,3,4,72.08,67.57,26.50,44.64 c2d/diabetes,bayes,tbin,tested_positive,614,153,3,5,80.39,72.55,15.69,69.81 c2d/diabetes,j48,tbin,tested_positive,614,153,3,5,79.74,82.35,21.01,52.83 c2d/diabetes,nbk,tbin,tested_positive,614,153,3,5,80.39,72.55,15.69,69.81 c2d/diabetes,oneR,tbin,tested_positive,614,153,3,5,77.12,84.62,24.41,41.51 c2d/diabetes,bayes,tbin,tested_positive,614,153,4,1,79.74,65.31,13.46,69.57 c2d/diabetes,j48,tbin,tested_positive,614,153,4,1,77.78,66.67,18.80,52.17 c2d/diabetes,nbk,tbin,tested_positive,614,153,4,1,79.74,65.31,13.46,69.57 c2d/diabetes,oneR,tbin,tested_positive,614,153,4,1,77.12,66.67,20.00,47.83 c2d/diabetes,bayes,tbin,tested_positive,613,154,4,2,73.38,60.00,19.19,63.46 c2d/diabetes,j48,tbin,tested_positive,613,154,4,2,75.32,68.42,22.41,50.00 c2d/diabetes,nbk,tbin,tested_positive,613,154,4,2,73.38,60.00,19.19,63.46 c2d/diabetes,oneR,tbin,tested_positive,613,154,4,2,72.73,70.83,26.92,32.69 c2d/diabetes,bayes,tbin,tested_positive,614,153,4,3,75.82,76.92,24.75,61.54 c2d/diabetes,j48,tbin,tested_positive,614,153,4,3,71.24,78.38,31.03,44.62 c2d/diabetes,nbk,tbin,tested_positive,614,153,4,3,75.82,76.92,24.75,61.54 c2d/diabetes,oneR,tbin,tested_positive,614,153,4,3,70.59,83.33,32.52,38.46 c2d/diabetes,bayes,tbin,tested_positive,613,154,4,4,73.38,56.86,18.45,60.42 c2d/diabetes,j48,tbin,tested_positive,613,154,4,4,74.03,60.53,21.55,47.92 c2d/diabetes,nbk,tbin,tested_positive,613,154,4,4,73.38,56.86,18.45,60.42 c2d/diabetes,oneR,tbin,tested_positive,613,154,4,4,69.48,50.98,21.36,54.17 c2d/diabetes,bayes,tbin,tested_positive,614,153,4,5,73.20,66.67,23.81,56.14 c2d/diabetes,j48,tbin,tested_positive,614,153,4,5,74.51,69.57,23.36,56.14 c2d/diabetes,nbk,tbin,tested_positive,614,153,4,5,73.20,66.67,23.81,56.14 c2d/diabetes,oneR,tbin,tested_positive,614,153,4,5,71.90,63.46,23.76,57.89 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,1,72.55,69.77,26.36,50.85 c2d/diabetes,j48,tbin,tested_positive,615,153,5,1,76.47,76.74,23.64,55.93 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,1,72.55,69.77,26.36,50.85 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,1,74.51,79.41,26.89,45.76 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,2,71.43,54.00,20.19,56.25 c2d/diabetes,j48,tbin,tested_positive,614,154,5,2,72.08,56.10,22.12,47.92 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,2,71.43,54.00,20.19,56.25 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,2,69.48,52.17,27.48,25.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,3,72.55,60.38,21.00,60.38 c2d/diabetes,j48,tbin,tested_positive,615,153,5,3,73.86,62.26,20.00,62.26 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,3,72.55,60.38,21.00,60.38 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,3,74.51,79.17,26.36,35.85 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,4,75.97,65.38,18.63,64.15 c2d/diabetes,j48,tbin,tested_positive,614,154,5,4,76.62,70.73,21.24,54.72 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,4,75.97,65.38,18.63,64.15 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,4,75.32,74.19,24.39,43.40 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,5,83.66,80.00,14.56,72.73 c2d/diabetes,j48,tbin,tested_positive,615,153,5,5,81.05,80.95,18.92,61.82 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,5,83.66,80.00,14.56,72.73 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,5,73.86,63.64,20.41,63.64 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,1,74.51,63.46,19.80,62.26 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,1,76.47,66.67,18.63,64.15 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,1,74.51,63.46,19.80,62.26 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,1,73.20,75.00,27.13,33.96 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,2,81.82,70.45,13.64,67.39 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,2,83.12,76.32,14.66,63.04 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,2,81.82,70.45,13.64,67.39 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,2,77.92,83.33,22.79,32.61 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,3,79.74,75.44,17.71,71.67 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,3,76.47,73.08,21.78,63.33 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,3,79.74,75.44,17.71,71.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,3,66.67,69.57,33.85,26.67 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,4,78.57,72.88,17.89,71.67 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,4,77.27,73.58,20.79,65.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,4,78.57,72.88,17.89,71.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,4,76.62,90.00,26.61,45.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,5,76.47,62.75,16.67,65.31 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,5,70.59,53.70,20.20,59.18 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,5,76.47,62.75,16.67,65.31 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,5,79.08,81.48,21.43,44.90 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,1,79.74,72.55,16.67,68.52 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,1,75.82,65.45,18.37,66.67 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,1,79.74,72.55,16.67,68.52 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,1,73.20,76.00,27.34,35.19 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,2,79.87,70.00,13.83,76.36 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,2,79.87,73.08,16.67,69.09 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,2,79.87,70.00,13.83,76.36 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,2,79.22,89.66,23.20,47.27 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,3,78.43,68.42,15.62,72.22 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,3,80.39,74.00,16.50,68.52 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,3,78.43,68.42,15.62,72.22 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,3,78.43,83.87,22.95,48.15 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,4,79.22,70.21,16.82,64.71 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,4,77.92,70.73,19.47,56.86 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,4,79.22,70.21,16.82,64.71 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,4,74.03,82.35,27.01,27.45 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,5,75.16,66.67,20.95,59.26 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,5,71.24,61.90,25.23,48.15 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,5,75.16,66.67,20.95,59.26 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,5,68.63,65.00,30.83,24.07 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,1,82.35,72.55,12.75,74.00 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,1,77.12,68.29,19.64,56.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,1,82.35,72.55,12.75,74.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,1,73.86,70.83,25.58,34.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,2,75.32,68.63,21.36,61.40 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,2,75.32,72.09,23.42,54.39 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,2,75.32,68.63,21.36,61.40 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,2,76.62,86.21,25.60,43.86 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,3,81.05,70.69,12.63,77.36 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,3,82.35,78.26,15.89,67.92 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,3,81.05,70.69,12.63,77.36 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,3,75.16,82.61,26.15,35.85 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,4,77.27,67.86,17.35,69.09 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,4,77.27,71.74,20.37,60.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,4,77.27,67.86,17.35,69.09 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,4,72.73,76.00,27.91,34.55 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,5,73.86,62.50,20.95,57.69 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,5,72.55,59.26,20.20,61.54 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,5,73.86,62.50,20.95,57.69 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,5,75.16,85.00,26.32,32.69 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,1,78.43,64.91,13.54,74.00 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,1,79.74,67.92,14.00,72.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,1,78.43,64.91,13.54,74.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,1,73.20,69.57,26.15,32.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,2,80.52,69.23,13.73,72.00 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,2,80.52,73.81,16.96,62.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,2,80.52,69.23,13.73,72.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,2,78.57,84.00,22.48,42.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,3,71.90,63.04,24.30,52.73 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,3,71.24,62.22,25.00,50.91 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,3,71.90,63.04,24.30,52.73 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,3,69.93,66.67,29.37,32.73 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,4,81.82,80.00,17.17,72.13 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,4,77.27,70.31,17.78,73.77 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,4,81.82,80.00,17.17,72.13 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,4,75.97,90.00,27.42,44.26 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,5,79.08,70.00,16.50,67.31 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,5,80.39,80.56,19.66,55.77 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,5,79.08,70.00,16.50,67.31 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,5,75.82,94.12,26.47,30.77 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,1,76.47,62.75,16.67,65.31 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,1,80.39,67.92,13.00,73.47 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,1,76.47,62.75,16.67,65.31 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,1,77.78,82.61,23.08,38.78 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,2,76.62,69.39,20.00,61.82 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,2,72.73,65.12,24.32,50.91 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,2,76.62,69.39,20.00,61.82 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,2,69.48,72.22,30.88,23.64 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,3,78.43,68.52,16.16,69.81 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,3,76.47,68.09,19.81,60.38 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,3,78.43,68.52,16.16,69.81 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,3,76.47,81.48,24.60,41.51 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,4,79.87,74.58,16.84,73.33 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,4,77.27,75.51,21.90,61.67 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,4,79.87,74.58,16.84,73.33 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,4,69.48,76.00,31.78,31.67 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,5,78.43,66.07,14.43,72.55 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,5,78.43,68.75,17.14,64.71 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,5,78.43,66.07,14.43,72.55 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,5,81.05,89.29,20.80,49.02 /home/donaldb/var/weka/xval.11776 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-c,bayes,cat,>50_1,243,60,1,1,81.67,79.31,16.13,82.14 e2i/heart-c,j48,cat,>50_1,243,60,1,1,76.67,81.82,26.32,64.29 e2i/heart-c,nbk,cat,>50_1,243,60,1,1,86.67,85.71,12.50,85.71 e2i/heart-c,oneR,cat,>50_1,243,60,1,1,75.00,76.00,25.71,67.86 e2i/heart-c,bayes,cat,>50_1,242,61,1,2,85.25,84.00,13.89,80.77 e2i/heart-c,j48,cat,>50_1,242,61,1,2,70.49,62.50,20.69,76.92 e2i/heart-c,nbk,cat,>50_1,242,61,1,2,83.61,80.77,14.29,80.77 e2i/heart-c,oneR,cat,>50_1,242,61,1,2,62.30,55.56,32.35,57.69 e2i/heart-c,bayes,cat,>50_1,243,60,1,3,85.00,92.59,21.21,78.12 e2i/heart-c,j48,cat,>50_1,243,60,1,3,83.33,92.31,23.53,75.00 e2i/heart-c,nbk,cat,>50_1,243,60,1,3,85.00,92.59,21.21,78.12 e2i/heart-c,oneR,cat,>50_1,243,60,1,3,70.00,73.33,33.33,68.75 e2i/heart-c,bayes,cat,>50_1,242,61,1,4,81.97,70.83,10.81,80.95 e2i/heart-c,j48,cat,>50_1,242,61,1,4,75.41,62.50,16.22,71.43 e2i/heart-c,nbk,cat,>50_1,242,61,1,4,81.97,69.23,8.57,85.71 e2i/heart-c,oneR,cat,>50_1,242,61,1,4,70.49,56.52,21.05,61.90 e2i/heart-c,bayes,cat,>50_1,243,60,1,5,81.67,85.19,21.21,76.67 e2i/heart-c,j48,cat,>50_1,243,60,1,5,81.67,88.00,22.86,73.33 e2i/heart-c,nbk,cat,>50_1,243,60,1,5,81.67,85.19,21.21,76.67 e2i/heart-c,oneR,cat,>50_1,243,60,1,5,75.00,74.19,24.14,76.67 e2i/heart-c,bayes,cat,>50_1,243,60,2,1,85.00,76.92,8.82,86.96 e2i/heart-c,j48,cat,>50_1,243,60,2,1,78.33,77.78,21.43,60.87 e2i/heart-c,nbk,cat,>50_1,243,60,2,1,85.00,79.17,11.11,82.61 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e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,3,4,85.25,85.71,15.15,82.76 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,3,4,77.05,72.73,17.86,82.76 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,5,85.00,80.00,12.50,76.19 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,5,78.33,68.18,15.79,71.43 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,5,85.00,80.00,12.50,76.19 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,5,75.00,62.50,16.67,71.43 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,1,85.00,74.07,6.06,90.91 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,1,86.67,81.82,10.53,81.82 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,1,85.00,74.07,6.06,90.91 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,1,83.33,71.43,6.25,90.91 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,2,75.41,79.17,25.00,67.86 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,2,77.05,81.82,25.64,64.29 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,2,75.41,79.17,25.00,67.86 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,2,68.85,65.52,28.12,67.86 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,3,93.33,93.33,6.67,93.33 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,3,90.00,96.15,14.71,83.33 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,3,93.33,93.33,6.67,93.33 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,3,76.67,80.77,26.47,70.00 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,4,83.61,87.10,20.00,81.82 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,4,80.33,92.00,27.78,69.70 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,4,83.61,87.10,20.00,81.82 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,4,67.21,70.97,36.67,66.67 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,5,80.00,84.21,21.95,64.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,5,76.67,76.19,23.08,64.00 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,5,80.00,84.21,21.95,64.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,5,66.67,60.00,28.57,60.00 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,1,80.00,81.48,21.21,75.86 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,1,76.67,77.78,24.24,72.41 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,1,80.00,81.48,21.21,75.86 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,1,71.67,73.08,29.41,65.52 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,2,91.80,91.30,7.89,87.50 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,2,77.05,70.83,18.92,70.83 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,2,91.80,91.30,7.89,87.50 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,2,65.57,56.52,28.95,54.17 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,3,83.33,81.48,15.15,81.48 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,3,80.00,80.00,20.00,74.07 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,3,83.33,81.48,15.15,81.48 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,3,73.33,67.74,20.69,77.78 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,4,78.69,75.86,18.75,78.57 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,4,83.61,84.62,17.14,78.57 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,4,78.69,75.86,18.75,78.57 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,4,65.57,65.22,34.21,53.57 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,5,81.67,87.50,22.22,72.41 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,5,75.00,81.82,28.95,62.07 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,5,81.67,87.50,22.22,72.41 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,5,70.00,67.74,27.59,72.41 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-h,bayes,cat,>50_1,236,58,1,1,89.66,100.00,14.63,73.91 e2i/heart-h,j48,cat,>50_1,236,58,1,1,86.21,100.00,18.60,65.22 e2i/heart-h,nbk,cat,>50_1,236,58,1,1,89.66,100.00,14.63,73.91 e2i/heart-h,oneR,cat,>50_1,236,58,1,1,89.66,94.74,12.82,78.26 e2i/heart-h,bayes,cat,>50_1,235,59,1,2,84.75,81.82,13.51,78.26 e2i/heart-h,j48,cat,>50_1,235,59,1,2,79.66,82.35,21.43,60.87 e2i/heart-h,nbk,cat,>50_1,235,59,1,2,86.44,85.71,13.16,78.26 e2i/heart-h,oneR,cat,>50_1,235,59,1,2,83.05,88.24,19.05,65.22 e2i/heart-h,bayes,cat,>50_1,235,59,1,3,79.66,67.86,9.68,86.36 e2i/heart-h,j48,cat,>50_1,235,59,1,3,72.88,60.71,16.13,77.27 e2i/heart-h,nbk,cat,>50_1,235,59,1,3,79.66,69.23,12.12,81.82 e2i/heart-h,oneR,cat,>50_1,235,59,1,3,76.27,68.18,18.92,68.18 e2i/heart-h,bayes,cat,>50_1,235,59,1,4,84.75,80.00,12.82,76.19 e2i/heart-h,j48,cat,>50_1,235,59,1,4,76.27,68.42,20.00,61.90 e2i/heart-h,nbk,cat,>50_1,235,59,1,4,86.44,88.24,14.29,71.43 e2i/heart-h,oneR,cat,>50_1,235,59,1,4,79.66,76.47,19.05,61.90 e2i/heart-h,bayes,cat,>50_1,236,58,1,5,82.76,70.59,12.20,70.59 e2i/heart-h,j48,cat,>50_1,236,58,1,5,79.31,66.67,16.28,58.82 e2i/heart-h,nbk,cat,>50_1,236,58,1,5,82.76,73.33,13.95,64.71 e2i/heart-h,oneR,cat,>50_1,236,58,1,5,81.03,68.75,14.29,64.71 e2i/heart-h,bayes,cat,>50_1,236,58,2,1,87.93,76.19,5.41,88.89 e2i/heart-h,j48,cat,>50_1,236,58,2,1,81.03,68.42,12.82,72.22 e2i/heart-h,nbk,cat,>50_1,236,58,2,1,87.93,78.95,7.69,83.33 e2i/heart-h,oneR,cat,>50_1,236,58,2,1,81.03,68.42,12.82,72.22 e2i/heart-h,bayes,cat,>50_1,235,59,2,2,84.75,68.42,7.50,81.25 e2i/heart-h,j48,cat,>50_1,235,59,2,2,81.36,64.71,11.90,68.75 e2i/heart-h,nbk,cat,>50_1,235,59,2,2,83.05,68.75,11.63,68.75 e2i/heart-h,oneR,cat,>50_1,235,59,2,2,79.66,66.67,17.02,50.00 e2i/heart-h,bayes,cat,>50_1,235,59,2,3,81.36,77.27,16.22,73.91 e2i/heart-h,j48,cat,>50_1,235,59,2,3,79.66,78.95,20.00,65.22 e2i/heart-h,nbk,cat,>50_1,235,59,2,3,83.05,84.21,17.50,69.57 e2i/heart-h,oneR,cat,>50_1,235,59,2,3,79.66,78.95,20.00,65.22 e2i/heart-h,bayes,cat,>50_1,235,59,2,4,93.22,91.67,5.71,91.67 e2i/heart-h,j48,cat,>50_1,235,59,2,4,83.05,88.89,19.51,66.67 e2i/heart-h,nbk,cat,>50_1,235,59,2,4,93.22,95.45,8.11,87.50 e2i/heart-h,oneR,cat,>50_1,235,59,2,4,86.44,90.00,15.38,75.00 e2i/heart-h,bayes,cat,>50_1,236,58,2,5,75.86,78.95,25.64,60.00 e2i/heart-h,j48,cat,>50_1,236,58,2,5,67.24,68.75,33.33,44.00 e2i/heart-h,nbk,cat,>50_1,236,58,2,5,74.14,77.78,27.50,56.00 e2i/heart-h,oneR,cat,>50_1,236,58,2,5,68.97,70.59,31.71,48.00 e2i/heart-h,bayes,cat,>50_1,236,58,3,1,93.10,93.75,7.14,83.33 e2i/heart-h,j48,cat,>50_1,236,58,3,1,86.21,100.00,16.67,55.56 e2i/heart-h,nbk,cat,>50_1,236,58,3,1,93.10,93.75,7.14,83.33 e2i/heart-h,oneR,cat,>50_1,236,58,3,1,91.38,88.24,7.32,83.33 e2i/heart-h,bayes,cat,>50_1,235,59,3,2,79.66,65.00,12.82,72.22 e2i/heart-h,j48,cat,>50_1,235,59,3,2,79.66,65.00,12.82,72.22 e2i/heart-h,nbk,cat,>50_1,235,59,3,2,84.75,80.00,13.64,66.67 e2i/heart-h,oneR,cat,>50_1,235,59,3,2,81.36,70.59,14.29,66.67 e2i/heart-h,bayes,cat,>50_1,235,59,3,3,81.36,73.08,12.12,82.61 e2i/heart-h,j48,cat,>50_1,235,59,3,3,77.97,77.78,21.95,60.87 e2i/heart-h,nbk,cat,>50_1,235,59,3,3,83.05,78.26,13.89,78.26 e2i/heart-h,oneR,cat,>50_1,235,59,3,3,79.66,78.95,20.00,65.22 e2i/heart-h,bayes,cat,>50_1,235,59,3,4,83.05,82.61,16.67,76.00 e2i/heart-h,j48,cat,>50_1,235,59,3,4,83.05,77.78,12.50,84.00 e2i/heart-h,nbk,cat,>50_1,235,59,3,4,84.75,86.36,16.22,76.00 e2i/heart-h,oneR,cat,>50_1,235,59,3,4,81.36,81.82,18.92,72.00 e2i/heart-h,bayes,cat,>50_1,236,58,3,5,84.48,84.21,15.38,72.73 e2i/heart-h,j48,cat,>50_1,236,58,3,5,77.59,80.00,23.26,54.55 e2i/heart-h,nbk,cat,>50_1,236,58,3,5,79.31,81.25,21.43,59.09 e2i/heart-h,oneR,cat,>50_1,236,58,3,5,75.86,75.00,23.81,54.55 e2i/heart-h,bayes,cat,>50_1,236,58,4,1,89.66,66.67,2.33,90.91 e2i/heart-h,j48,cat,>50_1,236,58,4,1,87.93,70.00,8.33,63.64 e2i/heart-h,nbk,cat,>50_1,236,58,4,1,93.10,76.92,2.22,90.91 e2i/heart-h,oneR,cat,>50_1,236,58,4,1,91.38,75.00,4.35,81.82 e2i/heart-h,bayes,cat,>50_1,235,59,4,2,83.05,79.17,14.29,79.17 e2i/heart-h,j48,cat,>50_1,235,59,4,2,84.75,85.71,15.79,75.00 e2i/heart-h,nbk,cat,>50_1,235,59,4,2,86.44,90.00,15.38,75.00 e2i/heart-h,oneR,cat,>50_1,235,59,4,2,79.66,83.33,21.95,62.50 e2i/heart-h,bayes,cat,>50_1,235,59,4,3,72.88,68.18,24.32,62.50 e2i/heart-h,j48,cat,>50_1,235,59,4,3,77.97,78.95,22.50,62.50 e2i/heart-h,nbk,cat,>50_1,235,59,4,3,76.27,75.00,23.08,62.50 e2i/heart-h,oneR,cat,>50_1,235,59,4,3,77.97,73.91,19.44,70.83 e2i/heart-h,bayes,cat,>50_1,235,59,4,4,81.36,82.61,19.44,73.08 e2i/heart-h,j48,cat,>50_1,235,59,4,4,72.88,75.00,28.21,57.69 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e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,5,5,79.31,76.47,19.51,61.90 /home/donaldb/var/weka/xval.22132 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/ionosphere,bayes,cat,g,281,70,1,1,82.86,88.10,25.00,84.09 e2i/ionosphere,j48,cat,g,281,70,1,1,87.14,88.89,16.00,90.91 e2i/ionosphere,nbk,cat,g,281,70,1,1,91.43,91.30,8.33,95.45 e2i/ionosphere,oneR,cat,g,281,70,1,1,84.29,82.35,10.53,95.45 e2i/ionosphere,bayes,cat,g,281,70,1,2,90.00,97.87,26.09,88.46 e2i/ionosphere,j48,cat,g,281,70,1,2,92.86,97.96,19.05,92.31 e2i/ionosphere,nbk,cat,g,281,70,1,2,97.14,100.00,10.00,96.15 e2i/ionosphere,oneR,cat,g,281,70,1,2,80.00,86.54,38.89,86.54 e2i/ionosphere,bayes,cat,g,281,70,1,3,65.71,80.65,46.15,58.14 e2i/ionosphere,j48,cat,g,281,70,1,3,85.71,82.35,5.26,97.67 e2i/ionosphere,nbk,cat,g,281,70,1,3,85.71,88.37,18.52,88.37 e2i/ionosphere,oneR,cat,g,281,70,1,3,77.14,77.55,23.81,88.37 e2i/ionosphere,bayes,cat,g,281,70,1,4,91.43,93.48,12.50,93.48 e2i/ionosphere,j48,cat,g,281,70,1,4,90.00,93.33,16.00,91.30 e2i/ionosphere,nbk,cat,g,281,70,1,4,91.43,95.45,15.38,91.30 e2i/ionosphere,oneR,cat,g,281,70,1,4,84.29,88.89,24.00,86.96 e2i/ionosphere,bayes,cat,g,281,70,1,5,88.57,94.44,17.65,85.00 e2i/ionosphere,j48,cat,g,281,70,1,5,88.57,92.11,15.62,87.50 e2i/ionosphere,nbk,cat,g,281,70,1,5,94.29,95.00,6.67,95.00 e2i/ionosphere,oneR,cat,g,281,70,1,5,92.86,94.87,9.68,92.50 e2i/ionosphere,bayes,cat,g,281,70,2,1,81.43,89.47,28.12,79.07 e2i/ionosphere,j48,cat,g,281,70,2,1,85.71,85.11,13.04,93.02 e2i/ionosphere,nbk,cat,g,281,70,2,1,87.14,90.48,17.86,88.37 e2i/ionosphere,oneR,cat,g,281,70,2,1,80.00,82.22,24.00,86.05 e2i/ionosphere,bayes,cat,g,281,70,2,2,71.43,81.08,39.39,69.77 e2i/ionosphere,j48,cat,g,281,70,2,2,90.00,89.13,8.33,95.35 e2i/ionosphere,nbk,cat,g,281,70,2,2,90.00,90.91,11.54,93.02 e2i/ionosphere,oneR,cat,g,281,70,2,2,80.00,79.59,19.05,90.70 e2i/ionosphere,bayes,cat,g,281,70,2,3,78.57,94.87,41.94,74.00 e2i/ionosphere,j48,cat,g,281,70,2,3,94.29,94.23,5.56,98.00 e2i/ionosphere,nbk,cat,g,281,70,2,3,94.29,96.00,10.00,96.00 e2i/ionosphere,oneR,cat,g,281,70,2,3,84.29,88.24,26.32,90.00 e2i/ionosphere,bayes,cat,g,281,70,2,4,87.14,92.50,20.00,86.05 e2i/ionosphere,j48,cat,g,281,70,2,4,91.43,95.12,13.79,90.70 e2i/ionosphere,nbk,cat,g,281,70,2,4,94.29,95.35,7.41,95.35 e2i/ionosphere,oneR,cat,g,281,70,2,4,84.29,83.33,13.64,93.02 e2i/ionosphere,bayes,cat,g,281,70,2,5,87.14,97.44,25.81,82.61 e2i/ionosphere,j48,cat,g,281,70,2,5,94.29,95.65,8.33,95.65 e2i/ionosphere,nbk,cat,g,281,70,2,5,97.14,97.83,4.17,97.83 e2i/ionosphere,oneR,cat,g,281,70,2,5,90.00,93.33,16.00,91.30 e2i/ionosphere,bayes,cat,g,281,70,3,1,81.43,97.44,38.71,76.00 e2i/ionosphere,j48,cat,g,281,70,3,1,90.00,100.00,25.93,86.00 e2i/ionosphere,nbk,cat,g,281,70,3,1,88.57,95.65,25.00,88.00 e2i/ionosphere,oneR,cat,g,281,70,3,1,77.14,94.74,43.75,72.00 e2i/ionosphere,bayes,cat,g,281,70,3,2,84.29,91.89,24.24,80.95 e2i/ionosphere,j48,cat,g,281,70,3,2,85.71,84.78,12.50,92.86 e2i/ionosphere,nbk,cat,g,281,70,3,2,94.29,93.18,3.85,97.62 e2i/ionosphere,oneR,cat,g,281,70,3,2,77.14,78.26,25.00,85.71 e2i/ionosphere,bayes,cat,g,281,70,3,3,90.00,97.62,21.43,87.23 e2i/ionosphere,j48,cat,g,281,70,3,3,90.00,90.00,10.00,95.74 e2i/ionosphere,nbk,cat,g,281,70,3,3,95.71,97.83,8.33,95.74 e2i/ionosphere,oneR,cat,g,281,70,3,3,88.57,86.79,5.88,97.87 e2i/ionosphere,bayes,cat,g,281,70,3,4,88.57,86.00,5.00,97.73 e2i/ionosphere,j48,cat,g,281,70,3,4,91.43,88.00,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,3,4,90.00,89.36,8.70,95.45 e2i/ionosphere,oneR,cat,g,281,70,3,4,82.86,88.10,25.00,84.09 e2i/ionosphere,bayes,cat,g,281,70,3,5,70.00,83.87,41.03,61.90 e2i/ionosphere,j48,cat,g,281,70,3,5,78.57,90.91,32.43,71.43 e2i/ionosphere,nbk,cat,g,281,70,3,5,90.00,92.68,13.79,90.48 e2i/ionosphere,oneR,cat,g,281,70,3,5,77.14,75.00,16.67,92.86 e2i/ionosphere,bayes,cat,g,281,70,4,1,82.86,90.24,27.59,82.22 e2i/ionosphere,j48,cat,g,281,70,4,1,91.43,91.49,8.70,95.56 e2i/ionosphere,nbk,cat,g,281,70,4,1,90.00,93.18,15.38,91.11 e2i/ionosphere,oneR,cat,g,281,70,4,1,78.57,80.00,25.00,88.89 e2i/ionosphere,bayes,cat,g,281,70,4,2,81.43,89.47,28.12,79.07 e2i/ionosphere,j48,cat,g,281,70,4,2,88.57,88.89,12.00,93.02 e2i/ionosphere,nbk,cat,g,281,70,4,2,90.00,92.86,14.29,90.70 e2i/ionosphere,oneR,cat,g,281,70,4,2,81.43,81.25,18.18,90.70 e2i/ionosphere,bayes,cat,g,281,70,4,3,84.29,92.11,25.00,81.40 e2i/ionosphere,j48,cat,g,281,70,4,3,90.00,90.91,11.54,93.02 e2i/ionosphere,nbk,cat,g,281,70,4,3,92.86,95.24,10.71,93.02 e2i/ionosphere,oneR,cat,g,281,70,4,3,75.71,82.50,33.33,76.74 e2i/ionosphere,bayes,cat,g,281,70,4,4,78.57,89.74,35.48,76.09 e2i/ionosphere,j48,cat,g,281,70,4,4,91.43,90.00,5.00,97.83 e2i/ionosphere,nbk,cat,g,281,70,4,4,90.00,91.49,13.04,93.48 e2i/ionosphere,oneR,cat,g,281,70,4,4,84.29,88.89,24.00,86.96 e2i/ionosphere,bayes,cat,g,281,70,4,5,85.71,95.24,28.57,83.33 e2i/ionosphere,j48,cat,g,281,70,4,5,91.43,90.38,5.56,97.92 e2i/ionosphere,nbk,cat,g,281,70,4,5,95.71,95.92,4.76,97.92 e2i/ionosphere,oneR,cat,g,281,70,4,5,87.14,86.79,11.76,95.83 e2i/ionosphere,bayes,cat,g,281,70,5,1,68.57,83.33,47.06,65.22 e2i/ionosphere,j48,cat,g,281,70,5,1,84.29,85.71,19.05,91.30 e2i/ionosphere,nbk,cat,g,281,70,5,1,84.29,87.23,21.74,89.13 e2i/ionosphere,oneR,cat,g,281,70,5,1,72.86,86.49,42.42,69.57 e2i/ionosphere,bayes,cat,g,281,70,5,2,78.57,89.74,35.48,76.09 e2i/ionosphere,j48,cat,g,281,70,5,2,88.57,93.18,19.23,89.13 e2i/ionosphere,nbk,cat,g,281,70,5,2,91.43,95.45,15.38,91.30 e2i/ionosphere,oneR,cat,g,281,70,5,2,84.29,84.31,15.79,93.48 e2i/ionosphere,bayes,cat,g,281,70,5,3,90.00,97.44,19.35,86.36 e2i/ionosphere,j48,cat,g,281,70,5,3,92.86,91.49,4.35,97.73 e2i/ionosphere,nbk,cat,g,281,70,5,3,92.86,97.56,13.79,90.91 e2i/ionosphere,oneR,cat,g,281,70,5,3,84.29,94.59,27.27,79.55 e2i/ionosphere,bayes,cat,g,281,70,5,4,85.71,92.50,23.33,84.09 e2i/ionosphere,j48,cat,g,281,70,5,4,88.57,90.91,15.38,90.91 e2i/ionosphere,nbk,cat,g,281,70,5,4,92.86,93.33,8.00,95.45 e2i/ionosphere,oneR,cat,g,281,70,5,4,85.71,82.69,5.56,97.73 e2i/ionosphere,bayes,cat,g,281,70,5,5,85.71,92.68,24.14,84.44 e2i/ionosphere,j48,cat,g,281,70,5,5,88.57,87.76,9.52,95.56 e2i/ionosphere,nbk,cat,g,281,70,5,5,98.57,97.83,0.00,100.00 e2i/ionosphere,oneR,cat,g,281,70,5,5,82.86,83.67,19.05,91.11 e2i/ionosphere,bayes,disctree,g,281,70,1,1,85.71,90.91,23.08,86.96 e2i/ionosphere,j48,disctree,g,281,70,1,1,92.86,93.62,8.70,95.65 e2i/ionosphere,nbk,disctree,g,281,70,1,1,85.71,90.91,23.08,86.96 e2i/ionosphere,oneR,disctree,g,281,70,1,1,75.71,80.85,34.78,82.61 e2i/ionosphere,bayes,disctree,g,281,70,1,2,91.43,91.84,9.52,95.74 e2i/ionosphere,j48,disctree,g,281,70,1,2,84.29,90.91,26.92,85.11 e2i/ionosphere,nbk,disctree,g,281,70,1,2,91.43,91.84,9.52,95.74 e2i/ionosphere,oneR,disctree,g,281,70,1,2,82.86,88.89,28.00,85.11 e2i/ionosphere,bayes,disctree,g,281,70,1,3,88.57,84.91,0.00,100.00 e2i/ionosphere,j48,disctree,g,281,70,1,3,88.57,91.11,16.00,91.11 e2i/ionosphere,nbk,disctree,g,281,70,1,3,88.57,84.91,0.00,100.00 e2i/ionosphere,oneR,disctree,g,281,70,1,3,78.57,77.78,18.75,93.33 e2i/ionosphere,bayes,disctree,g,281,70,1,4,88.57,87.23,8.70,95.35 e2i/ionosphere,j48,disctree,g,281,70,1,4,90.00,90.91,11.54,93.02 e2i/ionosphere,nbk,disctree,g,281,70,1,4,88.57,87.23,8.70,95.35 e2i/ionosphere,oneR,disctree,g,281,70,1,4,82.86,81.63,14.29,93.02 e2i/ionosphere,bayes,disctree,g,281,70,1,5,91.43,93.18,11.54,93.18 e2i/ionosphere,j48,disctree,g,281,70,1,5,88.57,92.86,17.86,88.64 e2i/ionosphere,nbk,disctree,g,281,70,1,5,91.43,93.18,11.54,93.18 e2i/ionosphere,oneR,disctree,g,281,70,1,5,81.43,89.74,29.03,79.55 e2i/ionosphere,bayes,disctree,g,281,70,2,1,87.14,83.67,4.76,97.62 e2i/ionosphere,j48,disctree,g,281,70,2,1,87.14,83.67,4.76,97.62 e2i/ionosphere,nbk,disctree,g,281,70,2,1,87.14,83.67,4.76,97.62 e2i/ionosphere,oneR,disctree,g,281,70,2,1,80.00,80.43,20.83,88.10 e2i/ionosphere,bayes,disctree,g,281,70,2,2,88.57,93.48,20.83,89.58 e2i/ionosphere,j48,disctree,g,281,70,2,2,87.14,95.35,25.93,85.42 e2i/ionosphere,nbk,disctree,g,281,70,2,2,88.57,93.48,20.83,89.58 e2i/ionosphere,oneR,disctree,g,281,70,2,2,85.71,89.58,22.73,89.58 e2i/ionosphere,bayes,disctree,g,281,70,2,3,90.00,91.30,12.50,93.33 e2i/ionosphere,j48,disctree,g,281,70,2,3,84.29,86.96,20.83,88.89 e2i/ionosphere,nbk,disctree,g,281,70,2,3,90.00,91.30,12.50,93.33 e2i/ionosphere,oneR,disctree,g,281,70,2,3,74.29,81.40,37.04,77.78 e2i/ionosphere,bayes,disctree,g,281,70,2,4,85.71,85.42,13.64,93.18 e2i/ionosphere,j48,disctree,g,281,70,2,4,88.57,92.86,17.86,88.64 e2i/ionosphere,nbk,disctree,g,281,70,2,4,85.71,85.42,13.64,93.18 e2i/ionosphere,oneR,disctree,g,281,70,2,4,80.00,84.09,26.92,84.09 e2i/ionosphere,bayes,disctree,g,281,70,2,5,92.86,95.45,11.54,93.33 e2i/ionosphere,j48,disctree,g,281,70,2,5,94.29,97.67,11.11,93.33 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e2i/ionosphere,j48,fayyadIrani,g,281,70,1,3,85.71,91.30,25.00,87.50 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,3,92.86,95.74,13.04,93.75 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,3,88.57,91.67,18.18,91.67 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,4,92.86,90.20,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,4,87.14,91.11,20.00,89.13 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,4,92.86,90.20,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,4,88.57,86.54,5.56,97.83 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,5,84.29,82.22,12.00,92.50 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,5,81.43,75.47,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,5,84.29,82.22,12.00,92.50 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,5,82.86,79.17,9.09,95.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,1,90.00,87.76,4.76,97.73 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,1,87.14,87.23,13.04,93.18 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,1,90.00,87.76,4.76,97.73 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,1,84.29,85.11,17.39,90.91 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,2,94.29,95.65,8.33,95.65 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,2,90.00,95.35,18.52,89.13 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,2,94.29,95.65,8.33,95.65 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,2,88.57,88.00,10.00,95.65 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,3,90.00,90.24,10.34,92.50 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,3,87.14,82.98,4.35,97.50 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,3,90.00,90.24,10.34,92.50 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,3,85.71,84.09,11.54,92.50 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,4,91.43,92.59,12.50,96.15 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,4,90.00,90.91,13.33,96.15 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,4,91.43,92.59,12.50,96.15 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,4,91.43,92.59,12.50,96.15 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,5,90.00,92.86,14.29,90.70 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,5,82.86,84.44,20.00,88.37 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,5,90.00,92.86,14.29,90.70 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,5,88.57,88.89,12.00,93.02 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,1,88.57,88.37,11.11,92.68 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,1,90.00,86.96,4.17,97.56 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,1,88.57,88.37,11.11,92.68 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,1,90.00,86.96,4.17,97.56 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,2,90.00,90.00,10.00,95.74 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,2,92.86,93.75,9.09,95.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,2,90.00,90.00,10.00,95.74 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,2,77.14,79.25,29.41,89.36 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,3,95.71,97.78,8.00,95.65 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,3,92.86,93.62,8.70,95.65 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,3,95.71,97.78,8.00,95.65 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,3,95.71,95.74,4.35,97.83 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,4,97.14,95.74,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,4,91.43,93.33,12.00,93.33 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,4,97.14,95.74,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,4,90.00,91.30,12.50,93.33 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,5,84.29,84.00,15.00,93.33 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,5,81.43,83.33,22.73,88.89 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,5,84.29,84.00,15.00,93.33 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,5,85.71,87.23,17.39,91.11 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,1,90.00,86.96,4.17,97.56 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,1,88.57,85.11,4.35,97.56 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,1,90.00,86.96,4.17,97.56 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,1,81.43,79.17,13.64,92.68 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,2,92.86,100.00,20.00,90.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,2,91.43,95.83,18.18,92.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,2,92.86,100.00,20.00,90.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,2,90.00,92.16,15.79,94.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,3,90.00,86.96,4.17,97.56 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,3,94.29,93.02,3.70,97.56 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,3,90.00,86.96,4.17,97.56 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,3,92.86,92.86,7.14,95.12 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,4,90.00,88.64,7.69,95.12 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,4,94.29,93.02,3.70,97.56 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,4,90.00,88.64,7.69,95.12 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,4,87.14,84.78,8.33,95.12 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,5,91.43,92.59,12.50,96.15 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,5,90.00,92.45,17.65,94.23 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,5,91.43,92.59,12.50,96.15 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,5,87.14,90.57,23.53,92.31 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,1,85.71,93.02,25.93,85.11 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,1,85.71,91.11,24.00,87.23 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,1,85.71,93.02,25.93,85.11 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,1,90.00,91.67,13.64,93.62 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,2,90.00,85.11,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,2,90.00,90.24,10.34,92.50 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,2,90.00,85.11,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,2,82.86,80.43,12.50,92.50 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,3,92.86,91.67,4.55,97.78 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,3,88.57,86.27,5.26,97.78 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,3,92.86,91.67,4.55,97.78 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,3,90.00,89.58,9.09,95.56 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,4,92.86,92.00,5.00,97.87 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,4,88.57,89.80,14.29,93.62 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,4,92.86,92.00,5.00,97.87 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,4,87.14,88.00,15.00,93.62 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,5,92.86,93.62,8.70,95.65 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,5,95.71,95.74,4.35,97.83 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,5,92.86,93.62,8.70,95.65 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,5,88.57,89.58,13.64,93.48 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/iris,bayes,cat,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,1,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,1,1,86.21,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,3,86.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,4,93.33,92.31,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,4,86.67,77.78,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,3,1,89.66,90.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,4,1,96.55,88.89,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,3,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,5,1,93.10,91.67,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,4,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,4,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 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,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 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,120,30,4,5,93.33,100.00,0.00,100.00 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,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,5,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,5,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 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,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,5,90.00,100.00,9.09,80.00 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,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,5,90.00,100.00,8.33,90.91 e2i/iris,bayes,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,3,83.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,3,83.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,9.09,90.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 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,120,30,5,2,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 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,121,29,1,1,89.66,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,1,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,1,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,1,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 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,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,3,1,86.21,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,3,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,3,1,86.21,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 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,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 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,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 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,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 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,120,30,5,2,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,5,86.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,5,86.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 /home/donaldb/var/weka/xval.32489 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,1,89.20,90.55,12.05,87.42 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,1,99.06,98.75,0.63,99.37 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,1,89.20,90.55,12.05,87.42 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,1,63.85,71.43,39.68,45.60 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,2,85.29,85.90,15.27,83.71 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,2,98.90,99.35,1.52,98.40 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,2,85.29,85.90,15.27,83.71 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,2,68.23,79.26,36.36,47.60 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,3,89.05,90.51,12.21,86.41 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,3,100.00,100.00,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,3,89.05,90.51,12.21,86.41 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,3,68.39,76.88,35.45,49.51 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,1,4,88.11,87.37,11.30,86.16 j2p/kr-vs-kp,j48,cat,nowin,2553,639,1,4,99.84,100.00,0.28,99.65 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,1,4,88.11,87.37,11.30,86.16 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,1,4,66.98,67.57,33.33,51.90 j2p/kr-vs-kp,bayes,cat,nowin,2556,636,1,5,86.95,86.20,12.39,85.91 j2p/kr-vs-kp,j48,cat,nowin,2556,636,1,5,98.27,97.67,1.19,98.66 j2p/kr-vs-kp,nbk,cat,nowin,2556,636,1,5,86.95,86.20,12.39,85.91 j2p/kr-vs-kp,oneR,cat,nowin,2556,636,1,5,70.44,72.54,30.87,59.40 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,2,1,87.79,87.97,12.36,85.62 j2p/kr-vs-kp,j48,cat,nowin,2552,639,2,1,97.97,97.35,1.48,98.33 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,2,1,87.79,87.97,12.36,85.62 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,2,1,69.17,71.79,32.35,56.19 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,2,2,87.01,85.34,11.45,87.33 j2p/kr-vs-kp,j48,cat,nowin,2552,639,2,2,99.22,99.33,0.88,99.00 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,2,2,87.01,85.34,11.45,87.33 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,2,2,67.92,75.13,35.11,47.33 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,2,3,87.79,87.31,11.86,84.17 j2p/kr-vs-kp,j48,cat,nowin,2552,639,2,3,99.53,99.28,0.28,99.64 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,2,3,87.79,87.31,11.86,84.17 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,2,3,69.33,71.81,31.71,48.56 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,2,4,91.39,93.55,10.64,89.23 j2p/kr-vs-kp,j48,cat,nowin,2552,639,2,4,99.06,99.69,1.57,98.46 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,2,4,91.39,93.55,10.64,89.23 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,2,4,64.63,69.11,38.42,55.08 j2p/kr-vs-kp,bayes,cat,nowin,2556,635,2,5,84.41,86.64,17.68,82.10 j2p/kr-vs-kp,j48,cat,nowin,2556,635,2,5,99.69,100.00,0.64,99.38 j2p/kr-vs-kp,nbk,cat,nowin,2556,635,2,5,84.41,86.64,17.68,82.10 j2p/kr-vs-kp,oneR,cat,nowin,2556,635,2,5,67.56,73.98,36.50,56.17 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,3,1,86.38,86.53,13.74,84.54 j2p/kr-vs-kp,j48,cat,nowin,2552,639,3,1,99.37,99.67,0.89,99.01 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,3,1,86.38,86.53,13.74,84.54 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,3,1,69.01,72.46,33.00,56.25 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,3,2,88.26,88.61,12.07,87.77 j2p/kr-vs-kp,j48,cat,nowin,2552,639,3,2,99.37,99.37,0.62,99.37 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,3,2,88.26,88.61,12.07,87.77 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,3,2,68.86,74.19,34.53,57.68 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,3,3,86.07,85.32,13.29,84.46 j2p/kr-vs-kp,j48,cat,nowin,2552,639,3,3,99.37,98.99,0.29,99.66 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,3,3,86.07,85.32,13.29,84.46 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,3,3,66.82,72.83,35.60,45.27 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,3,4,87.95,88.97,12.89,85.15 j2p/kr-vs-kp,j48,cat,nowin,2552,639,3,4,99.53,99.67,0.59,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,3,4,87.95,88.97,12.89,85.15 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,3,4,66.20,71.64,36.30,47.52 j2p/kr-vs-kp,bayes,cat,nowin,2556,635,3,5,89.45,89.86,10.91,87.79 j2p/kr-vs-kp,j48,cat,nowin,2556,635,3,5,99.84,100.00,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2556,635,3,5,89.45,89.86,10.91,87.79 j2p/kr-vs-kp,oneR,cat,nowin,2556,635,3,5,66.77,69.33,34.76,54.46 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,4,1,86.38,87.00,14.09,82.53 j2p/kr-vs-kp,j48,cat,nowin,2554,639,4,1,99.06,98.64,0.58,99.32 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,4,1,86.38,87.00,14.09,82.53 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,4,1,67.14,67.98,33.33,53.08 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,4,2,88.73,89.44,11.83,85.81 j2p/kr-vs-kp,j48,cat,nowin,2554,639,4,2,99.22,100.00,1.44,98.31 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,4,2,88.73,89.44,11.83,85.81 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,4,2,69.01,75.79,33.85,48.65 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,4,3,87.64,88.40,13.12,87.04 j2p/kr-vs-kp,j48,cat,nowin,2554,639,4,3,99.37,99.38,0.63,99.38 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,4,3,87.64,88.40,13.12,87.04 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,4,3,66.20,77.27,38.78,47.22 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,4,4,87.79,88.42,12.80,86.75 j2p/kr-vs-kp,j48,cat,nowin,2554,639,4,4,99.06,98.44,0.31,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,4,4,87.79,88.42,12.80,86.75 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,4,4,66.04,69.84,36.43,55.52 j2p/kr-vs-kp,bayes,cat,nowin,2556,637,4,5,88.23,88.01,11.59,86.53 j2p/kr-vs-kp,j48,cat,nowin,2556,637,4,5,99.69,99.66,0.29,99.66 j2p/kr-vs-kp,nbk,cat,nowin,2556,637,4,5,88.23,88.01,11.59,86.53 j2p/kr-vs-kp,oneR,cat,nowin,2556,637,4,5,66.88,73.37,35.76,45.45 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,5,1,88.73,86.51,9.43,88.34 j2p/kr-vs-kp,j48,cat,nowin,2552,639,5,1,99.06,98.26,0.28,99.65 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,5,1,88.73,86.51,9.43,88.34 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,5,1,66.35,68.09,34.37,45.23 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,5,2,88.26,91.18,14.41,85.32 j2p/kr-vs-kp,j48,cat,nowin,2552,639,5,2,99.06,99.38,1.27,98.78 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,5,2,88.26,91.18,14.41,85.32 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,5,2,67.29,74.58,37.09,54.74 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,5,3,89.20,88.39,10.03,89.25 j2p/kr-vs-kp,j48,cat,nowin,2552,639,5,3,99.22,99.35,0.90,99.02 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,5,3,89.20,88.39,10.03,89.25 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,5,3,68.70,75.85,34.72,51.14 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,5,4,85.29,87.29,16.38,81.67 j2p/kr-vs-kp,j48,cat,nowin,2552,639,5,4,99.37,99.36,0.61,99.36 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,5,4,85.29,87.29,16.38,81.67 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,5,4,67.76,71.26,34.44,56.59 j2p/kr-vs-kp,bayes,cat,nowin,2556,635,5,5,87.40,86.49,11.80,86.49 j2p/kr-vs-kp,j48,cat,nowin,2556,635,5,5,98.27,97.98,1.48,98.31 j2p/kr-vs-kp,nbk,cat,nowin,2556,635,5,5,87.40,86.49,11.80,86.49 j2p/kr-vs-kp,oneR,cat,nowin,2556,635,5,5,66.14,67.38,34.58,53.04 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,1,1,87.48,87.28,12.36,84.88 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,1,1,99.06,98.63,0.58,99.31 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,1,1,87.48,87.28,12.36,84.88 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,1,1,69.01,70.48,31.80,54.98 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,1,2,88.42,89.81,13.02,87.65 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,1,2,99.84,100.00,0.32,99.70 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,1,2,88.42,89.81,13.02,87.65 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,1,2,68.54,81.95,37.79,50.60 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,1,3,88.89,87.76,10.14,88.05 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,1,3,99.22,98.65,0.29,99.66 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,1,3,88.89,87.76,10.14,88.05 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,1,3,68.39,73.10,33.71,49.15 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,1,4,87.64,86.93,11.71,87.21 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,1,4,98.90,98.69,0.90,99.02 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,1,4,87.64,86.93,11.71,87.21 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,1,4,66.98,75.00,36.36,46.23 j2p/kr-vs-kp,bayes,disctree,nowin,2556,636,1,5,87.58,89.47,13.96,83.88 j2p/kr-vs-kp,j48,disctree,nowin,2556,636,1,5,99.53,99.67,0.60,99.34 j2p/kr-vs-kp,nbk,disctree,nowin,2556,636,1,5,87.58,89.47,13.96,83.88 j2p/kr-vs-kp,oneR,disctree,nowin,2556,636,1,5,66.98,70.26,34.90,53.62 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,1,88.26,88.16,11.64,88.44 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,1,98.75,98.45,0.95,99.06 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,1,88.26,88.16,11.64,88.44 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,1,66.20,77.08,38.48,46.25 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,2,86.23,84.87,12.54,86.00 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,2,99.22,99.00,0.59,99.33 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,2,86.23,84.87,12.54,86.00 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,2,66.98,67.73,33.51,56.67 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,3,86.38,84.48,12.03,85.37 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,3,99.84,99.65,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,3,86.38,84.48,12.03,85.37 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,3,71.36,71.14,28.50,60.98 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,4,89.51,91.44,12.10,86.41 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,4,99.06,99.35,1.20,98.71 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,4,89.51,91.44,12.10,86.41 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,4,67.29,70.66,34.76,55.34 j2p/kr-vs-kp,bayes,disctree,nowin,2556,635,2,5,86.61,89.20,15.52,82.58 j2p/kr-vs-kp,j48,disctree,nowin,2556,635,2,5,99.84,99.68,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2556,635,2,5,86.61,89.20,15.52,82.58 j2p/kr-vs-kp,oneR,disctree,nowin,2556,635,2,5,66.14,74.11,37.44,47.10 j2p/kr-vs-kp,bayes,disctree,nowin,2548,639,3,1,86.85,89.71,15.85,84.29 j2p/kr-vs-kp,j48,disctree,nowin,2548,639,3,1,99.37,99.10,0.33,99.70 j2p/kr-vs-kp,nbk,disctree,nowin,2548,639,3,1,86.85,89.71,15.85,84.29 j2p/kr-vs-kp,oneR,disctree,nowin,2548,639,3,1,64.95,71.84,39.34,53.17 j2p/kr-vs-kp,bayes,disctree,nowin,2548,639,3,2,87.95,87.01,11.18,87.87 j2p/kr-vs-kp,j48,disctree,nowin,2548,639,3,2,99.06,99.67,1.48,98.36 j2p/kr-vs-kp,nbk,disctree,nowin,2548,639,3,2,87.95,87.01,11.18,87.87 j2p/kr-vs-kp,oneR,disctree,nowin,2548,639,3,2,68.54,71.31,33.16,57.05 j2p/kr-vs-kp,bayes,disctree,nowin,2548,639,3,3,87.48,89.66,14.33,83.87 j2p/kr-vs-kp,j48,disctree,nowin,2548,639,3,3,99.37,100.00,1.20,98.71 j2p/kr-vs-kp,nbk,disctree,nowin,2548,639,3,3,87.48,89.66,14.33,83.87 j2p/kr-vs-kp,oneR,disctree,nowin,2548,639,3,3,67.61,75.37,36.01,49.35 j2p/kr-vs-kp,bayes,disctree,nowin,2548,639,3,4,89.51,88.36,9.51,88.66 j2p/kr-vs-kp,j48,disctree,nowin,2548,639,3,4,99.06,97.98,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2548,639,3,4,89.51,88.36,9.51,88.66 j2p/kr-vs-kp,oneR,disctree,nowin,2548,639,3,4,68.86,69.83,31.70,55.67 j2p/kr-vs-kp,bayes,disctree,nowin,2556,631,3,5,87.64,86.57,11.49,85.96 j2p/kr-vs-kp,j48,disctree,nowin,2556,631,3,5,99.68,99.65,0.29,99.65 j2p/kr-vs-kp,nbk,disctree,nowin,2556,631,3,5,87.64,86.57,11.49,85.96 j2p/kr-vs-kp,oneR,disctree,nowin,2556,631,3,5,66.09,70.29,35.53,43.16 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,4,1,86.70,87.71,14.16,83.99 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,4,1,98.90,98.38,0.61,99.35 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,4,1,86.70,87.71,14.16,83.99 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,4,1,67.14,75.81,36.42,46.08 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,4,2,89.51,87.50,8.83,89.05 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,4,2,99.37,99.29,0.56,99.29 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,4,2,89.51,87.50,8.83,89.05 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,4,2,69.17,68.07,30.17,57.24 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,4,3,87.95,89.86,13.70,84.98 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,4,3,99.37,98.74,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,4,3,87.95,89.86,13.70,84.98 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,4,3,66.82,70.95,35.68,54.63 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,4,4,87.79,88.52,12.87,86.26 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,4,4,99.53,99.68,0.61,99.36 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,4,4,87.79,88.52,12.87,86.26 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j2p/kr-vs-kp,j48,tbin,nowin,2549,639,5,4,99.53,99.33,0.29,99.66 j2p/kr-vs-kp,nbk,tbin,nowin,2549,639,5,4,87.95,87.89,12.00,85.81 j2p/kr-vs-kp,oneR,tbin,nowin,2549,639,5,4,66.98,72.73,35.40,45.95 j2p/kr-vs-kp,bayes,tbin,nowin,2556,632,5,5,88.77,87.93,10.53,87.63 j2p/kr-vs-kp,j48,tbin,nowin,2556,632,5,5,99.21,100.00,1.45,98.28 j2p/kr-vs-kp,nbk,tbin,nowin,2556,632,5,5,88.77,87.93,10.53,87.63 j2p/kr-vs-kp,oneR,tbin,nowin,2556,632,5,5,68.04,70.70,33.33,52.23 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,1,1,87.17,89.49,14.83,83.81 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,1,1,98.90,98.43,0.62,99.37 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,1,1,87.17,89.49,14.83,83.81 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,1,1,66.20,69.26,35.86,56.51 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,1,2,87.64,86.58,11.44,86.87 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,1,2,99.37,99.33,0.58,99.33 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,1,2,87.64,86.58,11.44,86.87 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,1,2,66.82,72.25,35.49,46.46 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,1,3,88.89,89.64,11.82,87.66 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,1,3,99.22,100.00,1.52,98.42 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,1,3,88.89,89.64,11.82,87.66 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,1,3,67.76,78.95,36.97,47.47 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,1,4,86.54,87.11,13.92,83.61 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,1,4,99.22,99.33,0.88,99.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,1,4,86.54,87.11,13.92,83.61 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,1,4,67.92,75.00,35.03,47.16 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,636,1,5,87.11,87.07,12.87,85.33 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,636,1,5,99.69,99.67,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,636,1,5,87.11,87.07,12.87,85.33 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,636,1,5,69.81,76.21,33.26,52.33 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,1,88.26,88.59,12.02,86.56 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,1,99.69,99.35,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,1,88.26,88.59,12.02,86.56 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,1,68.70,75.61,34.56,50.82 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,2,88.42,88.03,11.21,88.03 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,2,99.06,99.35,1.20,98.71 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,2,88.42,88.03,11.21,88.03 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,2,66.67,75.00,36.91,46.60 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,3,87.79,87.58,12.01,87.01 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,3,99.69,99.68,0.30,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,3,87.79,87.58,12.01,87.01 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,3,67.14,77.22,36.82,45.13 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,2,4,87.64,89.77,14.29,85.00 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,2,4,98.59,99.05,1.86,98.12 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,2,4,87.64,89.77,14.29,85.00 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,2,4,68.08,78.71,36.84,49.69 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,635,2,5,87.40,87.50,12.67,83.80 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,635,2,5,99.21,99.64,1.13,98.59 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,635,2,5,87.40,87.50,12.67,83.80 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,635,2,5,68.50,68.10,31.27,55.63 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,1,85.29,86.27,15.62,83.54 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,1,99.22,99.37,0.93,99.05 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,1,85.29,86.27,15.62,83.54 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,1,67.76,73.71,35.63,54.11 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,2,85.92,86.08,14.24,84.98 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,2,99.37,99.36,0.61,99.36 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,2,85.92,86.08,14.24,84.98 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,2,68.23,77.50,35.99,49.52 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,3,88.58,87.41,10.48,87.11 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,3,98.75,99.64,1.96,97.56 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,3,88.58,87.41,10.48,87.11 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,3,64.32,62.24,34.42,52.26 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,3,4,88.26,90.03,13.31,85.76 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,3,4,99.37,99.06,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,3,4,88.26,90.03,13.31,85.76 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,3,4,67.61,78.53,37.05,47.47 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,635,3,5,89.76,89.58,10.09,88.05 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,635,3,5,99.37,98.65,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,635,3,5,89.76,89.58,10.09,88.05 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,635,3,5,69.61,76.32,33.26,49.49 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,4,1,88.42,87.30,10.49,89.00 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,4,1,99.53,100.00,0.90,99.03 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,4,1,88.42,87.30,10.49,89.00 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,4,1,66.51,69.55,35.35,54.69 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,4,2,84.66,88.37,18.64,80.85 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,4,2,99.22,99.69,1.28,98.78 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,4,2,84.66,88.37,18.64,80.85 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,4,2,66.04,80.77,39.82,44.68 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,4,3,88.89,87.46,9.88,88.36 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,4,3,98.90,98.97,1.15,98.63 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,4,3,88.89,87.46,9.88,88.36 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,4,3,68.86,73.37,33.18,50.00 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,4,4,88.42,88.59,11.73,86.84 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,4,4,99.06,98.38,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,4,4,88.42,88.59,11.73,86.84 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,4,4,67.92,77.35,35.81,46.05 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,639,4,5,88.73,89.57,11.91,85.27 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,639,4,5,99.84,99.66,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,639,4,5,88.73,89.57,11.91,85.27 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,639,4,5,68.39,69.23,32.10,55.48 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,5,1,89.36,87.33,8.93,89.16 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,5,1,99.84,99.65,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,5,1,89.36,87.33,8.93,89.16 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,5,1,68.54,73.22,33.33,46.85 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,5,2,85.92,89.00,16.81,82.41 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,5,2,99.53,100.00,0.94,99.07 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,5,2,85.92,89.00,16.81,82.41 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,5,2,65.57,76.53,39.28,46.30 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,5,3,87.48,88.16,13.13,85.90 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,5,3,98.75,97.80,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,5,3,87.48,88.16,13.13,85.90 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,5,3,69.33,72.31,32.72,60.26 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,5,4,87.32,87.13,12.50,86.27 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,5,4,99.22,99.02,0.60,99.35 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,5,4,87.32,87.13,12.50,86.27 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,5,4,66.35,74.07,36.89,45.75 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,636,5,5,86.01,85.91,13.91,83.89 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,636,5,5,99.21,99.66,1.17,98.66 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,636,5,5,86.01,85.91,13.91,83.89 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,636,5,5,69.03,72.85,33.01,54.03 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/letter,bayes,cat,B,15813,3999,1,1,63.64,100.00,0.00,100.00 j2p/letter,j48,cat,B,15813,3999,1,1,87.90,98.25,0.00,100.00 j2p/letter,nbk,cat,B,15813,3999,1,1,73.59,99.08,0.00,100.00 j2p/letter,oneR,cat,B,15813,3999,1,1,16.95,0.00,47.37,0.00 j2p/letter,bayes,cat,B,15812,4000,1,2,64.88,100.00,0.00,100.00 j2p/letter,j48,cat,B,15812,4000,1,2,88.28,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15812,4000,1,2,74.60,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15812,4000,1,2,16.50,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15812,4000,1,3,65.17,100.00,0.00,100.00 j2p/letter,j48,cat,B,15812,4000,1,3,88.05,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15812,4000,1,3,74.35,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15812,4000,1,3,17.43,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15812,4000,1,4,61.70,100.00,0.00,100.00 j2p/letter,j48,cat,B,15812,4000,1,4,87.62,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15812,4000,1,4,73.45,98.18,0.00,100.00 j2p/letter,oneR,cat,B,15812,4000,1,4,16.70,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3813,1,5,65.25,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3813,1,5,87.73,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3813,1,5,74.38,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3813,1,5,17.15,0.00,54.96,0.00 j2p/letter,bayes,cat,B,15804,3999,2,1,64.37,100.00,0.00,100.00 j2p/letter,j48,cat,B,15804,3999,2,1,87.55,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15804,3999,2,1,74.37,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15804,3999,2,1,17.43,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15803,4000,2,2,64.33,100.00,0.00,100.00 j2p/letter,j48,cat,B,15803,4000,2,2,86.67,99.10,0.00,100.00 j2p/letter,nbk,cat,B,15803,4000,2,2,74.78,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15803,4000,2,2,16.93,0.00,50.64,0.00 j2p/letter,bayes,cat,B,15803,4000,2,3,63.42,100.00,0.00,100.00 j2p/letter,j48,cat,B,15803,4000,2,3,86.53,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15803,4000,2,3,73.47,99.21,0.00,100.00 j2p/letter,oneR,cat,B,15803,4000,2,3,17.73,0.00,51.79,0.00 j2p/letter,bayes,cat,B,15803,4000,2,4,63.48,100.00,0.00,100.00 j2p/letter,j48,cat,B,15803,4000,2,4,86.92,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15803,4000,2,4,73.47,99.13,0.00,100.00 j2p/letter,oneR,cat,B,15803,4000,2,4,16.57,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3804,2,5,65.17,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3804,2,5,87.28,98.29,0.00,100.00 j2p/letter,nbk,cat,B,15999,3804,2,5,74.50,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3804,2,5,16.96,0.00,49.31,0.00 j2p/letter,bayes,cat,B,15829,3999,3,1,63.64,100.00,0.00,100.00 j2p/letter,j48,cat,B,15829,3999,3,1,87.87,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15829,3999,3,1,73.82,99.14,0.00,100.00 j2p/letter,oneR,cat,B,15829,3999,3,1,16.45,0.00,55.19,0.00 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j2p/letter,bayes,cat,B,15841,3999,4,1,63.89,100.00,0.00,100.00 j2p/letter,j48,cat,B,15841,3999,4,1,87.72,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15841,3999,4,1,73.47,98.21,0.00,100.00 j2p/letter,oneR,cat,B,15841,3999,4,1,16.68,0.00,48.78,0.00 j2p/letter,bayes,cat,B,15840,4000,4,2,63.60,100.00,0.00,100.00 j2p/letter,j48,cat,B,15840,4000,4,2,86.28,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15840,4000,4,2,73.03,99.07,0.00,100.00 j2p/letter,oneR,cat,B,15840,4000,4,2,18.25,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15840,4000,4,3,63.20,100.00,0.00,100.00 j2p/letter,j48,cat,B,15840,4000,4,3,86.67,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15840,4000,4,3,73.83,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15840,4000,4,3,16.57,0.00,50.32,0.00 j2p/letter,bayes,cat,B,15840,4000,4,4,65.47,100.00,0.00,100.00 j2p/letter,j48,cat,B,15840,4000,4,4,87.17,99.15,0.00,100.00 j2p/letter,nbk,cat,B,15840,4000,4,4,75.22,99.21,0.00,100.00 j2p/letter,oneR,cat,B,15840,4000,4,4,17.23,0.00,50.33,0.00 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j2p/letter,j48,tbin,B,15834,4000,3,2,78.40,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15834,4000,3,2,68.97,97.98,0.00,100.00 j2p/letter,oneR,tbin,B,15834,4000,3,2,14.78,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15834,4000,3,3,69.05,97.22,0.00,100.00 j2p/letter,j48,tbin,B,15834,4000,3,3,79.80,99.12,0.00,100.00 j2p/letter,nbk,tbin,B,15834,4000,3,3,69.05,97.22,0.00,100.00 j2p/letter,oneR,tbin,B,15834,4000,3,3,15.10,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15834,4000,3,4,69.28,99.15,0.00,100.00 j2p/letter,j48,tbin,B,15834,4000,3,4,79.65,100.00,0.73,99.12 j2p/letter,nbk,tbin,B,15834,4000,3,4,69.28,99.15,0.00,100.00 j2p/letter,oneR,tbin,B,15834,4000,3,4,15.45,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3835,3,5,69.78,95.54,0.00,100.00 j2p/letter,j48,tbin,B,15999,3835,3,5,79.06,98.28,0.00,100.00 j2p/letter,nbk,tbin,B,15999,3835,3,5,69.78,95.54,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3835,3,5,15.83,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15840,3999,4,1,69.74,99.04,0.00,100.00 j2p/letter,j48,tbin,B,15840,3999,4,1,79.59,99.10,1.60,98.21 j2p/letter,nbk,tbin,B,15840,3999,4,1,69.74,99.04,0.00,100.00 j2p/letter,oneR,tbin,B,15840,3999,4,1,14.93,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15839,4000,4,2,69.55,99.12,0.00,100.00 j2p/letter,j48,tbin,B,15839,4000,4,2,78.47,100.00,0.66,99.15 j2p/letter,nbk,tbin,B,15839,4000,4,2,69.55,99.12,0.00,100.00 j2p/letter,oneR,tbin,B,15839,4000,4,2,15.00,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15839,4000,4,3,68.78,99.12,0.00,100.00 j2p/letter,j48,tbin,B,15839,4000,4,3,78.97,98.21,0.00,100.00 j2p/letter,nbk,tbin,B,15839,4000,4,3,68.78,99.12,0.00,100.00 j2p/letter,oneR,tbin,B,15839,4000,4,3,15.28,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15839,4000,4,4,70.33,92.38,0.00,100.00 j2p/letter,j48,tbin,B,15839,4000,4,4,80.50,100.00,0.77,99.02 j2p/letter,nbk,tbin,B,15839,4000,4,4,70.33,92.38,0.00,100.00 j2p/letter,oneR,tbin,B,15839,4000,4,4,15.65,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3840,4,5,69.48,100.00,0.00,100.00 j2p/letter,j48,tbin,B,15999,3840,4,5,79.53,99.04,0.00,100.00 j2p/letter,nbk,tbin,B,15999,3840,4,5,69.48,100.00,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3840,4,5,16.74,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15817,3999,5,1,68.77,98.06,0.00,100.00 j2p/letter,j48,tbin,B,15817,3999,5,1,79.94,98.31,0.00,100.00 j2p/letter,nbk,tbin,B,15817,3999,5,1,68.77,98.06,0.00,100.00 j2p/letter,oneR,tbin,B,15817,3999,5,1,15.55,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15816,4000,5,2,69.62,99.03,0.00,100.00 j2p/letter,j48,tbin,B,15816,4000,5,2,78.83,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15816,4000,5,2,69.62,99.03,0.00,100.00 j2p/letter,oneR,tbin,B,15816,4000,5,2,15.45,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15816,4000,5,3,70.53,97.20,0.00,100.00 j2p/letter,j48,tbin,B,15816,4000,5,3,79.15,98.15,0.00,100.00 j2p/letter,nbk,tbin,B,15816,4000,5,3,70.53,97.20,0.00,100.00 j2p/letter,oneR,tbin,B,15816,4000,5,3,15.93,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15816,4000,5,4,68.80,95.19,0.00,100.00 j2p/letter,j48,tbin,B,15816,4000,5,4,78.83,100.00,0.77,99.02 j2p/letter,nbk,tbin,B,15816,4000,5,4,68.80,95.19,0.00,100.00 j2p/letter,oneR,tbin,B,15816,4000,5,4,15.20,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3817,5,5,69.87,98.10,0.00,100.00 j2p/letter,j48,tbin,B,15999,3817,5,5,78.75,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15999,3817,5,5,69.87,98.10,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3817,5,5,15.98,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15838,3999,1,1,73.84,99.12,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15838,3999,1,1,78.09,99.16,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15838,3999,1,1,73.84,99.12,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15838,3999,1,1,17.80,0.00,48.63,0.00 j2p/letter,bayes,fayyadIrani,B,15837,4000,1,2,73.92,99.19,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15837,4000,1,2,77.83,99.19,1.59,98.39 j2p/letter,nbk,fayyadIrani,B,15837,4000,1,2,73.92,99.19,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15837,4000,1,2,16.82,0.00,53.16,0.00 j2p/letter,bayes,fayyadIrani,B,15837,4000,1,3,73.17,97.17,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15837,4000,1,3,76.58,100.00,0.84,99.00 j2p/letter,nbk,fayyadIrani,B,15837,4000,1,3,73.17,97.17,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15837,4000,1,3,16.90,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15837,4000,1,4,73.60,99.05,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15837,4000,1,4,78.60,99.12,0.66,99.12 j2p/letter,nbk,fayyadIrani,B,15837,4000,1,4,73.60,99.05,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15837,4000,1,4,16.88,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3838,1,5,74.91,99.23,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3838,1,5,78.53,99.22,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3838,1,5,74.91,99.23,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3838,1,5,17.51,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15814,3999,2,1,73.22,96.80,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15814,3999,2,1,77.34,97.64,1.42,98.41 j2p/letter,nbk,fayyadIrani,B,15814,3999,2,1,73.22,96.80,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15814,3999,2,1,16.28,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15813,4000,2,2,73.15,99.01,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15813,4000,2,2,77.40,100.00,0.77,99.03 j2p/letter,nbk,fayyadIrani,B,15813,4000,2,2,73.15,99.01,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15813,4000,2,2,17.45,0.00,48.97,0.00 j2p/letter,bayes,fayyadIrani,B,15813,4000,2,3,74.90,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15813,4000,2,3,78.97,100.00,1.43,98.32 j2p/letter,nbk,fayyadIrani,B,15813,4000,2,3,74.90,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15813,4000,2,3,17.07,45.33,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15813,4000,2,4,73.58,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15813,4000,2,4,77.67,99.26,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15813,4000,2,4,73.58,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15813,4000,2,4,17.30,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3814,2,5,74.59,99.15,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3814,2,5,78.55,100.00,0.75,99.12 j2p/letter,nbk,fayyadIrani,B,15999,3814,2,5,74.59,99.15,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3814,2,5,17.36,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15840,3999,3,1,73.94,98.48,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15840,3999,3,1,77.97,100.00,0.85,99.20 j2p/letter,nbk,fayyadIrani,B,15840,3999,3,1,73.94,98.48,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15840,3999,3,1,17.08,0.00,58.60,0.00 j2p/letter,bayes,fayyadIrani,B,15839,4000,3,2,74.05,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15839,4000,3,2,77.33,97.25,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15839,4000,3,2,74.05,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15839,4000,3,2,17.43,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15839,4000,3,3,73.42,99.15,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15839,4000,3,3,76.72,98.29,0.73,99.14 j2p/letter,nbk,fayyadIrani,B,15839,4000,3,3,73.42,99.15,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15839,4000,3,3,16.68,0.00,48.99,0.00 j2p/letter,bayes,fayyadIrani,B,15839,4000,3,4,73.60,99.17,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15839,4000,3,4,78.72,100.00,0.73,99.22 j2p/letter,nbk,fayyadIrani,B,15839,4000,3,4,73.60,99.17,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15839,4000,3,4,17.60,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3840,3,5,73.98,98.28,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3840,3,5,77.53,97.52,0.78,99.16 j2p/letter,nbk,fayyadIrani,B,15999,3840,3,5,73.98,98.28,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3840,3,5,16.93,0.00,50.00,0.00 j2p/letter,bayes,fayyadIrani,B,15831,3999,4,1,72.62,97.64,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15831,3999,4,1,77.22,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15831,3999,4,1,72.62,97.64,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15831,3999,4,1,16.55,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15830,4000,4,2,74.25,99.17,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15830,4000,4,2,77.50,98.44,0.75,99.21 j2p/letter,nbk,fayyadIrani,B,15830,4000,4,2,74.25,99.17,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15830,4000,4,2,16.88,0.00,52.83,0.00 j2p/letter,bayes,fayyadIrani,B,15830,4000,4,3,75.08,99.08,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15830,4000,4,3,77.97,99.06,0.69,99.06 j2p/letter,nbk,fayyadIrani,B,15830,4000,4,3,75.08,99.08,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15830,4000,4,3,17.10,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15830,4000,4,4,74.05,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15830,4000,4,4,78.00,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15830,4000,4,4,74.05,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15830,4000,4,4,18.00,0.00,50.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3831,4,5,73.04,99.12,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3831,4,5,76.77,100.00,1.60,98.18 j2p/letter,nbk,fayyadIrani,B,15999,3831,4,5,73.04,99.12,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3831,4,5,17.25,0.00,51.68,0.00 j2p/letter,bayes,fayyadIrani,B,15826,3999,5,1,73.02,99.07,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15826,3999,5,1,77.54,98.18,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15826,3999,5,1,73.02,99.07,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15826,3999,5,1,17.00,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15825,4000,5,2,74.40,99.17,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15825,4000,5,2,78.22,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15825,4000,5,2,74.40,99.17,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15825,4000,5,2,16.77,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15825,4000,5,3,74.00,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15825,4000,5,3,77.42,99.12,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15825,4000,5,3,74.00,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15825,4000,5,3,17.60,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15825,4000,5,4,74.10,98.36,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15825,4000,5,4,78.05,99.20,0.73,99.20 j2p/letter,nbk,fayyadIrani,B,15825,4000,5,4,74.10,98.36,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15825,4000,5,4,17.62,0.00,48.84,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3826,5,5,73.89,98.20,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3826,5,5,78.10,100.00,1.57,98.31 j2p/letter,nbk,fayyadIrani,B,15999,3826,5,5,73.89,98.20,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3826,5,5,16.96,0.00,50.99,0.00 /home/donaldb/var/weka/xval.10402 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/mushroom,bayes,cat,p,6476,1624,1,1,95.94,99.04,6.58,92.44 j2p/mushroom,j48,cat,p,6476,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6476,1624,1,1,95.94,99.04,6.58,92.44 j2p/mushroom,oneR,cat,p,6476,1624,1,1,98.71,100.00,2.43,97.31 j2p/mushroom,bayes,cat,p,6475,1625,1,2,94.83,99.28,8.50,89.74 j2p/mushroom,j48,cat,p,6475,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6475,1625,1,2,94.83,99.28,8.50,89.74 j2p/mushroom,oneR,cat,p,6475,1625,1,2,98.46,100.00,2.84,96.75 j2p/mushroom,bayes,cat,p,6475,1625,1,3,96.31,99.86,6.67,92.61 j2p/mushroom,j48,cat,p,6475,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6475,1625,1,3,96.31,99.86,6.67,92.61 j2p/mushroom,oneR,cat,p,6475,1625,1,3,98.46,100.00,2.93,96.87 j2p/mushroom,bayes,cat,p,6475,1625,1,4,95.08,98.64,7.86,91.18 j2p/mushroom,j48,cat,p,6475,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6475,1625,1,4,95.08,98.64,7.86,91.18 j2p/mushroom,oneR,cat,p,6475,1625,1,4,98.28,100.00,3.26,96.47 j2p/mushroom,bayes,cat,p,6499,1601,1,5,96.31,99.17,6.04,93.12 j2p/mushroom,j48,cat,p,6499,1601,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1601,1,5,96.31,99.17,6.04,93.12 j2p/mushroom,oneR,cat,p,6499,1601,1,5,98.69,100.00,2.46,97.27 j2p/mushroom,bayes,cat,p,6470,1624,2,1,95.26,99.23,8.42,91.61 j2p/mushroom,j48,cat,p,6470,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6470,1624,2,1,95.26,99.23,8.42,91.61 j2p/mushroom,oneR,cat,p,6470,1624,2,1,98.34,100.00,3.35,96.81 j2p/mushroom,bayes,cat,p,6469,1625,2,2,95.94,98.80,6.54,92.88 j2p/mushroom,j48,cat,p,6469,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,2,2,95.94,98.80,6.54,92.88 j2p/mushroom,oneR,cat,p,6469,1625,2,2,98.77,100.00,2.37,97.50 j2p/mushroom,bayes,cat,p,6469,1625,2,3,95.51,98.76,7.10,91.78 j2p/mushroom,j48,cat,p,6469,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,2,3,95.51,98.76,7.10,91.78 j2p/mushroom,oneR,cat,p,6469,1625,2,3,98.46,100.00,2.87,96.79 j2p/mushroom,bayes,cat,p,6469,1625,2,4,96.31,99.70,6.03,91.93 j2p/mushroom,j48,cat,p,6469,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,2,4,96.31,99.70,6.03,91.93 j2p/mushroom,oneR,cat,p,6469,1625,2,4,98.40,100.00,2.79,96.38 j2p/mushroom,bayes,cat,p,6499,1595,2,5,94.92,98.99,8.20,90.26 j2p/mushroom,j48,cat,p,6499,1595,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1595,2,5,94.92,98.99,8.20,90.26 j2p/mushroom,oneR,cat,p,6499,1595,2,5,98.62,100.00,2.57,97.11 j2p/mushroom,bayes,cat,p,6472,1624,3,1,94.95,99.45,8.73,90.31 j2p/mushroom,j48,cat,p,6472,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1624,3,1,94.95,99.45,8.73,90.31 j2p/mushroom,oneR,cat,p,6472,1624,3,1,98.21,100.00,3.42,96.40 j2p/mushroom,bayes,cat,p,6471,1625,3,2,96.06,99.45,6.72,92.39 j2p/mushroom,j48,cat,p,6471,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,3,2,96.06,99.45,6.72,92.39 j2p/mushroom,oneR,cat,p,6471,1625,3,2,98.34,100.00,3.12,96.57 j2p/mushroom,bayes,cat,p,6471,1625,3,3,96.06,98.77,6.15,92.92 j2p/mushroom,j48,cat,p,6471,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,3,3,96.06,98.77,6.15,92.92 j2p/mushroom,oneR,cat,p,6471,1625,3,3,98.71,100.00,2.42,97.30 j2p/mushroom,bayes,cat,p,6471,1625,3,4,95.14,97.88,6.96,91.52 j2p/mushroom,j48,cat,p,6471,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,3,4,95.14,97.88,6.96,91.52 j2p/mushroom,oneR,cat,p,6471,1625,3,4,98.65,100.00,2.47,97.09 j2p/mushroom,bayes,cat,p,6499,1597,3,5,95.93,99.59,7.11,92.09 j2p/mushroom,j48,cat,p,6499,1597,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1597,3,5,95.93,99.59,7.11,92.09 j2p/mushroom,oneR,cat,p,6499,1597,3,5,98.69,100.00,2.52,97.32 j2p/mushroom,bayes,cat,p,6475,1624,4,1,95.94,98.76,6.35,92.65 j2p/mushroom,j48,cat,p,6475,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6475,1624,4,1,95.94,98.76,6.35,92.65 j2p/mushroom,oneR,cat,p,6475,1624,4,1,98.77,100.00,2.30,97.42 j2p/mushroom,bayes,cat,p,6474,1625,4,2,95.82,99.45,7.17,91.93 j2p/mushroom,j48,cat,p,6474,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6474,1625,4,2,95.82,99.45,7.17,91.93 j2p/mushroom,oneR,cat,p,6474,1625,4,2,97.91,100.00,3.93,95.71 j2p/mushroom,bayes,cat,p,6474,1625,4,3,96.00,99.18,6.58,92.45 j2p/mushroom,j48,cat,p,6474,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6474,1625,4,3,96.00,99.18,6.58,92.45 j2p/mushroom,oneR,cat,p,6474,1625,4,3,98.71,100.00,2.43,97.31 j2p/mushroom,bayes,cat,p,6474,1625,4,4,94.77,99.31,8.92,90.04 j2p/mushroom,j48,cat,p,6474,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6474,1625,4,4,94.77,99.31,8.92,90.04 j2p/mushroom,oneR,cat,p,6474,1625,4,4,98.15,100.00,3.52,96.26 j2p/mushroom,bayes,cat,p,6499,1600,4,5,95.81,99.01,6.70,92.08 j2p/mushroom,j48,cat,p,6499,1600,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1600,4,5,95.81,99.01,6.70,92.08 j2p/mushroom,oneR,cat,p,6499,1600,4,5,99.12,100.00,1.64,98.15 j2p/mushroom,bayes,cat,p,6463,1624,5,1,96.12,99.16,6.28,92.57 j2p/mushroom,j48,cat,p,6463,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6463,1624,5,1,96.12,99.16,6.28,92.57 j2p/mushroom,oneR,cat,p,6463,1624,5,1,98.77,100.00,2.28,97.39 j2p/mushroom,bayes,cat,p,6462,1625,5,2,95.32,99.72,8.21,90.70 j2p/mushroom,j48,cat,p,6462,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6462,1625,5,2,95.32,99.72,8.21,90.70 j2p/mushroom,oneR,cat,p,6462,1625,5,2,97.85,100.00,4.05,95.60 j2p/mushroom,bayes,cat,p,6462,1625,5,3,96.12,99.60,6.80,92.49 j2p/mushroom,j48,cat,p,6462,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6462,1625,5,3,96.12,99.60,6.80,92.49 j2p/mushroom,oneR,cat,p,6462,1625,5,3,98.46,100.00,2.94,96.87 j2p/mushroom,bayes,cat,p,6462,1625,5,4,95.57,98.63,6.92,92.06 j2p/mushroom,j48,cat,p,6462,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6462,1625,5,4,95.57,98.63,6.92,92.06 j2p/mushroom,oneR,cat,p,6462,1625,5,4,98.65,100.00,2.54,97.18 j2p/mushroom,bayes,cat,p,6499,1588,5,5,95.47,98.45,6.96,91.98 j2p/mushroom,j48,cat,p,6499,1588,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1588,5,5,95.47,98.45,6.96,91.98 j2p/mushroom,oneR,cat,p,6499,1588,5,5,98.93,100.00,2.01,97.77 j2p/mushroom,bayes,disctree,p,6467,1624,1,1,95.94,99.31,6.76,92.16 j2p/mushroom,j48,disctree,p,6467,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6467,1624,1,1,95.94,99.31,6.76,92.16 j2p/mushroom,oneR,disctree,p,6467,1624,1,1,98.34,100.00,3.09,96.53 j2p/mushroom,bayes,disctree,p,6466,1625,1,2,94.89,99.29,8.47,89.96 j2p/mushroom,j48,disctree,p,6466,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,1,2,94.89,99.29,8.47,89.96 j2p/mushroom,oneR,disctree,p,6466,1625,1,2,98.34,100.00,3.09,96.53 j2p/mushroom,bayes,disctree,p,6466,1625,1,3,95.57,99.48,7.92,91.81 j2p/mushroom,j48,disctree,p,6466,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,1,3,95.57,99.48,7.92,91.81 j2p/mushroom,oneR,disctree,p,6466,1625,1,3,98.71,100.00,2.57,97.47 j2p/mushroom,bayes,disctree,p,6466,1625,1,4,95.75,98.48,6.43,92.47 j2p/mushroom,j48,disctree,p,6466,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,1,4,95.75,98.48,6.43,92.47 j2p/mushroom,oneR,disctree,p,6466,1625,1,4,98.52,100.00,2.73,96.88 j2p/mushroom,bayes,disctree,p,6499,1592,1,5,95.79,98.57,6.38,92.36 j2p/mushroom,j48,disctree,p,6499,1592,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1592,1,5,95.79,98.57,6.38,92.36 j2p/mushroom,oneR,disctree,p,6499,1592,1,5,98.68,100.00,2.42,97.18 j2p/mushroom,bayes,disctree,p,6467,1624,2,1,95.44,99.15,7.42,91.16 j2p/mushroom,j48,disctree,p,6467,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6467,1624,2,1,95.44,99.15,7.42,91.16 j2p/mushroom,oneR,disctree,p,6467,1624,2,1,98.28,100.00,3.17,96.36 j2p/mushroom,bayes,disctree,p,6466,1625,2,2,95.69,99.70,7.16,90.82 j2p/mushroom,j48,disctree,p,6466,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,2,2,95.69,99.70,7.16,90.82 j2p/mushroom,oneR,disctree,p,6466,1625,2,2,98.34,100.00,2.96,96.36 j2p/mushroom,bayes,disctree,p,6466,1625,2,3,95.69,98.82,7.06,92.50 j2p/mushroom,j48,disctree,p,6466,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,2,3,95.69,98.82,7.06,92.50 j2p/mushroom,oneR,disctree,p,6466,1625,2,3,98.65,100.00,2.64,97.29 j2p/mushroom,bayes,disctree,p,6466,1625,2,4,94.95,98.38,7.92,91.24 j2p/mushroom,j48,disctree,p,6466,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1625,2,4,94.95,98.38,7.92,91.24 j2p/mushroom,oneR,disctree,p,6466,1625,2,4,99.14,100.00,1.67,98.25 j2p/mushroom,bayes,disctree,p,6499,1592,2,5,96.11,99.72,6.91,92.33 j2p/mushroom,j48,disctree,p,6499,1592,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1592,2,5,96.11,99.72,6.91,92.33 j2p/mushroom,oneR,disctree,p,6499,1592,2,5,98.18,100.00,3.46,96.29 j2p/mushroom,bayes,disctree,p,6475,1624,3,1,95.94,99.18,6.73,92.37 j2p/mushroom,j48,disctree,p,6475,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6475,1624,3,1,95.94,99.18,6.73,92.37 j2p/mushroom,oneR,disctree,p,6475,1624,3,1,98.58,100.00,2.67,97.07 j2p/mushroom,bayes,disctree,p,6474,1625,3,2,95.08,99.05,8.18,90.86 j2p/mushroom,j48,disctree,p,6474,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1625,3,2,95.08,99.05,8.18,90.86 j2p/mushroom,oneR,disctree,p,6474,1625,3,2,98.34,100.00,3.17,96.62 j2p/mushroom,bayes,disctree,p,6474,1625,3,3,95.82,98.88,6.59,92.17 j2p/mushroom,j48,disctree,p,6474,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1625,3,3,95.82,98.88,6.59,92.17 j2p/mushroom,oneR,disctree,p,6474,1625,3,3,98.71,100.00,2.39,97.26 j2p/mushroom,bayes,disctree,p,6474,1625,3,4,95.32,98.65,7.46,91.71 j2p/mushroom,j48,disctree,p,6474,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1625,3,4,95.32,98.65,7.46,91.71 j2p/mushroom,oneR,disctree,p,6474,1625,3,4,98.34,100.00,3.15,96.61 j2p/mushroom,bayes,disctree,p,6499,1600,3,5,95.69,99.15,7.04,91.73 j2p/mushroom,j48,disctree,p,6499,1600,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1600,3,5,95.69,99.15,7.04,91.73 j2p/mushroom,oneR,disctree,p,6499,1600,3,5,98.62,100.00,2.56,97.11 j2p/mushroom,bayes,disctree,p,6474,1624,4,1,95.57,99.31,7.47,91.51 j2p/mushroom,j48,disctree,p,6474,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1624,4,1,95.57,99.31,7.47,91.51 j2p/mushroom,oneR,disctree,p,6474,1624,4,1,98.09,100.00,3.58,96.07 j2p/mushroom,bayes,disctree,p,6473,1625,4,2,96.62,99.14,5.30,93.41 j2p/mushroom,j48,disctree,p,6473,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1625,4,2,96.62,99.14,5.30,93.41 j2p/mushroom,oneR,disctree,p,6473,1625,4,2,99.20,100.00,1.45,98.25 j2p/mushroom,bayes,disctree,p,6473,1625,4,3,94.89,99.44,8.68,90.00 j2p/mushroom,j48,disctree,p,6473,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1625,4,3,94.89,99.44,8.68,90.00 j2p/mushroom,oneR,disctree,p,6473,1625,4,3,98.34,100.00,3.13,96.58 j2p/mushroom,bayes,disctree,p,6473,1625,4,4,95.45,99.19,7.67,91.50 j2p/mushroom,j48,disctree,p,6473,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1625,4,4,95.45,99.19,7.67,91.50 j2p/mushroom,oneR,disctree,p,6473,1625,4,4,98.34,100.00,3.17,96.62 j2p/mushroom,bayes,disctree,p,6499,1599,4,5,95.62,98.64,6.94,92.36 j2p/mushroom,j48,disctree,p,6499,1599,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1599,4,5,95.62,98.64,6.94,92.36 j2p/mushroom,oneR,disctree,p,6499,1599,4,5,98.62,100.00,2.63,97.20 j2p/mushroom,bayes,disctree,p,6469,1624,5,1,95.57,99.01,7.11,91.54 j2p/mushroom,j48,disctree,p,6469,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1624,5,1,95.57,99.01,7.11,91.54 j2p/mushroom,oneR,disctree,p,6469,1624,5,1,98.34,100.00,3.06,96.48 j2p/mushroom,bayes,disctree,p,6468,1625,5,2,95.63,98.90,6.99,91.91 j2p/mushroom,j48,disctree,p,6468,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,5,2,95.63,98.90,6.99,91.91 j2p/mushroom,oneR,disctree,p,6468,1625,5,2,98.95,100.00,1.97,97.82 j2p/mushroom,bayes,disctree,p,6468,1625,5,3,94.58,99.33,9.50,89.99 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j2p/mushroom,bayes,tbin,p,6466,1625,1,2,96.18,99.19,6.32,92.90 j2p/mushroom,j48,tbin,p,6466,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,1,2,96.18,99.19,6.32,92.90 j2p/mushroom,oneR,tbin,p,6466,1625,1,2,98.95,100.00,1.99,97.85 j2p/mushroom,bayes,tbin,p,6466,1625,1,3,95.45,99.16,7.49,91.27 j2p/mushroom,j48,tbin,p,6466,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,1,3,95.45,99.16,7.49,91.27 j2p/mushroom,oneR,tbin,p,6466,1625,1,3,98.58,100.00,2.65,97.05 j2p/mushroom,bayes,tbin,p,6466,1625,1,4,96.18,98.92,6.11,93.14 j2p/mushroom,j48,tbin,p,6466,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6466,1625,1,4,96.18,98.92,6.11,93.14 j2p/mushroom,oneR,tbin,p,6466,1625,1,4,98.09,100.00,3.57,96.06 j2p/mushroom,bayes,tbin,p,6499,1592,1,5,94.91,99.43,8.69,90.12 j2p/mushroom,j48,tbin,p,6499,1592,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1592,1,5,94.91,99.43,8.69,90.12 j2p/mushroom,oneR,tbin,p,6499,1592,1,5,98.37,100.00,3.10,96.66 j2p/mushroom,bayes,tbin,p,6477,1624,2,1,95.44,99.29,7.52,91.05 j2p/mushroom,j48,tbin,p,6477,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6477,1624,2,1,95.44,99.29,7.52,91.05 j2p/mushroom,oneR,tbin,p,6477,1624,2,1,98.28,100.00,3.18,96.37 j2p/mushroom,bayes,tbin,p,6476,1625,2,2,94.46,99.71,9.32,88.53 j2p/mushroom,j48,tbin,p,6476,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1625,2,2,94.46,99.71,9.32,88.53 j2p/mushroom,oneR,tbin,p,6476,1625,2,2,98.34,100.00,3.05,96.48 j2p/mushroom,bayes,tbin,p,6476,1625,2,3,96.18,99.18,6.27,92.84 j2p/mushroom,j48,tbin,p,6476,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1625,2,3,96.18,99.18,6.27,92.84 j2p/mushroom,oneR,tbin,p,6476,1625,2,3,99.02,100.00,1.86,97.95 j2p/mushroom,bayes,tbin,p,6476,1625,2,4,95.45,98.55,7.29,92.25 j2p/mushroom,j48,tbin,p,6476,1625,2,4,100.00,100.00,0.00,100.00 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j2p/mushroom,j48,tbin,p,6478,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6478,1625,3,3,95.26,98.91,7.76,91.34 j2p/mushroom,oneR,tbin,p,6478,1625,3,3,98.28,100.00,3.27,96.49 j2p/mushroom,bayes,tbin,p,6478,1625,3,4,97.35,99.74,4.77,94.90 j2p/mushroom,j48,tbin,p,6478,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6478,1625,3,4,97.35,99.74,4.77,94.90 j2p/mushroom,oneR,tbin,p,6478,1625,3,4,98.95,100.00,2.03,97.89 j2p/mushroom,bayes,tbin,p,6499,1604,3,5,94.89,98.85,8.17,90.31 j2p/mushroom,j48,tbin,p,6499,1604,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1604,3,5,94.89,98.85,8.17,90.31 j2p/mushroom,oneR,tbin,p,6499,1604,3,5,98.44,100.00,2.89,96.73 j2p/mushroom,bayes,tbin,p,6481,1624,4,1,95.26,98.75,7.51,91.25 j2p/mushroom,j48,tbin,p,6481,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6481,1624,4,1,95.26,98.75,7.51,91.25 j2p/mushroom,oneR,tbin,p,6481,1624,4,1,98.52,100.00,2.76,96.91 j2p/mushroom,bayes,tbin,p,6480,1625,4,2,95.88,99.13,6.51,91.79 j2p/mushroom,j48,tbin,p,6480,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6480,1625,4,2,95.88,99.13,6.51,91.79 j2p/mushroom,oneR,tbin,p,6480,1625,4,2,98.46,100.00,2.76,96.64 j2p/mushroom,bayes,tbin,p,6480,1625,4,3,96.43,99.45,5.99,93.02 j2p/mushroom,j48,tbin,p,6480,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6480,1625,4,3,96.43,99.45,5.99,93.02 j2p/mushroom,oneR,tbin,p,6480,1625,4,3,98.71,100.00,2.41,97.29 j2p/mushroom,bayes,tbin,p,6480,1625,4,4,96.06,98.97,6.62,93.23 j2p/mushroom,j48,tbin,p,6480,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6480,1625,4,4,96.06,98.97,6.62,93.23 j2p/mushroom,oneR,tbin,p,6480,1625,4,4,98.46,100.00,3.04,96.98 j2p/mushroom,bayes,tbin,p,6499,1606,4,5,94.96,99.30,8.55,90.36 j2p/mushroom,j48,tbin,p,6499,1606,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1606,4,5,94.96,99.30,8.55,90.36 j2p/mushroom,oneR,tbin,p,6499,1606,4,5,98.44,100.00,2.97,96.83 j2p/mushroom,bayes,tbin,p,6471,1624,5,1,96.00,99.44,6.73,92.13 j2p/mushroom,j48,tbin,p,6471,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6471,1624,5,1,96.00,99.44,6.73,92.13 j2p/mushroom,oneR,tbin,p,6471,1624,5,1,98.34,100.00,3.08,96.52 j2p/mushroom,bayes,tbin,p,6470,1625,5,2,96.06,98.63,6.05,93.04 j2p/mushroom,j48,tbin,p,6470,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6470,1625,5,2,96.06,98.63,6.05,93.04 j2p/mushroom,oneR,tbin,p,6470,1625,5,2,98.58,100.00,2.64,97.04 j2p/mushroom,bayes,tbin,p,6470,1625,5,3,94.46,99.28,9.13,89.02 j2p/mushroom,j48,tbin,p,6470,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6470,1625,5,3,94.46,99.28,9.13,89.02 j2p/mushroom,oneR,tbin,p,6470,1625,5,3,98.65,100.00,2.52,97.16 j2p/mushroom,bayes,tbin,p,6470,1625,5,4,95.94,99.46,7.01,92.24 j2p/mushroom,j48,tbin,p,6470,1625,5,4,100.00,100.00,0.00,100.00 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j2p/mushroom,bayes,fayyadIrani,p,6470,1625,1,3,96.43,99.71,6.05,92.57 j2p/mushroom,j48,fayyadIrani,p,6470,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,1,3,96.43,99.71,6.05,92.57 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,1,3,98.52,100.00,2.68,96.82 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,1,4,95.14,98.93,8.11,91.26 j2p/mushroom,j48,fayyadIrani,p,6470,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,1,4,95.14,98.93,8.11,91.26 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,1,4,98.77,100.00,2.40,97.54 j2p/mushroom,bayes,fayyadIrani,p,6499,1596,1,5,96.30,99.21,6.31,93.40 j2p/mushroom,j48,fayyadIrani,p,6499,1596,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1596,1,5,96.30,99.21,6.31,93.40 j2p/mushroom,oneR,fayyadIrani,p,6499,1596,1,5,98.50,100.00,2.94,97.01 j2p/mushroom,bayes,fayyadIrani,p,6469,1624,2,1,94.77,98.58,8.13,90.22 j2p/mushroom,j48,fayyadIrani,p,6469,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6469,1624,2,1,94.77,98.58,8.13,90.22 j2p/mushroom,oneR,fayyadIrani,p,6469,1624,2,1,98.34,100.00,3.05,96.48 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,2,2,96.74,99.86,5.87,93.42 j2p/mushroom,j48,fayyadIrani,p,6468,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,2,2,96.74,99.86,5.87,93.42 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,2,2,98.46,100.00,2.91,96.84 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,2,3,95.45,99.00,7.23,91.16 j2p/mushroom,j48,fayyadIrani,p,6468,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,2,3,95.45,99.00,7.23,91.16 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,2,3,98.34,100.00,3.02,96.44 j2p/mushroom,bayes,fayyadIrani,p,6468,1625,2,4,95.94,99.33,6.94,92.39 j2p/mushroom,j48,fayyadIrani,p,6468,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1625,2,4,95.94,99.33,6.94,92.39 j2p/mushroom,oneR,fayyadIrani,p,6468,1625,2,4,98.52,100.00,2.83,97.01 j2p/mushroom,bayes,fayyadIrani,p,6499,1594,2,5,95.55,99.04,7.42,91.88 j2p/mushroom,j48,fayyadIrani,p,6499,1594,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1594,2,5,95.55,99.04,7.42,91.88 j2p/mushroom,oneR,fayyadIrani,p,6499,1594,2,5,98.93,100.00,2.07,97.84 j2p/mushroom,bayes,fayyadIrani,p,6467,1624,3,1,96.55,98.56,5.24,94.37 j2p/mushroom,j48,fayyadIrani,p,6467,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1624,3,1,96.55,98.56,5.24,94.37 j2p/mushroom,oneR,fayyadIrani,p,6467,1624,3,1,98.58,100.00,2.71,97.12 j2p/mushroom,bayes,fayyadIrani,p,6466,1625,3,2,95.02,99.29,8.29,90.24 j2p/mushroom,j48,fayyadIrani,p,6466,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6466,1625,3,2,95.02,99.29,8.29,90.24 j2p/mushroom,oneR,fayyadIrani,p,6466,1625,3,2,98.83,100.00,2.20,97.56 j2p/mushroom,bayes,fayyadIrani,p,6466,1625,3,3,94.34,98.99,9.10,88.95 j2p/mushroom,j48,fayyadIrani,p,6466,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6466,1625,3,3,94.34,98.99,9.10,88.95 j2p/mushroom,oneR,fayyadIrani,p,6466,1625,3,3,98.28,100.00,3.17,96.36 j2p/mushroom,bayes,fayyadIrani,p,6466,1625,3,4,96.62,99.59,5.79,93.30 j2p/mushroom,j48,fayyadIrani,p,6466,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6466,1625,3,4,96.62,99.59,5.79,93.30 j2p/mushroom,oneR,fayyadIrani,p,6466,1625,3,4,98.65,100.00,2.53,97.16 j2p/mushroom,bayes,fayyadIrani,p,6499,1592,3,5,95.60,98.91,7.21,92.11 j2p/mushroom,j48,fayyadIrani,p,6499,1592,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1592,3,5,95.60,98.91,7.21,92.11 j2p/mushroom,oneR,fayyadIrani,p,6499,1592,3,5,98.24,100.00,3.36,96.44 j2p/mushroom,bayes,fayyadIrani,p,6461,1624,4,1,94.77,98.37,8.22,90.84 j2p/mushroom,j48,fayyadIrani,p,6461,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6461,1624,4,1,94.77,98.37,8.22,90.84 j2p/mushroom,oneR,fayyadIrani,p,6461,1624,4,1,99.01,100.00,1.90,97.99 j2p/mushroom,bayes,fayyadIrani,p,6460,1625,4,2,95.75,99.58,7.19,91.43 j2p/mushroom,j48,fayyadIrani,p,6460,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6460,1625,4,2,95.75,99.58,7.19,91.43 j2p/mushroom,oneR,fayyadIrani,p,6460,1625,4,2,98.28,100.00,3.17,96.36 j2p/mushroom,bayes,fayyadIrani,p,6460,1625,4,3,95.75,98.91,6.83,92.23 j2p/mushroom,j48,fayyadIrani,p,6460,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6460,1625,4,3,95.75,98.91,6.83,92.23 j2p/mushroom,oneR,fayyadIrani,p,6460,1625,4,3,98.46,100.00,2.89,96.82 j2p/mushroom,bayes,fayyadIrani,p,6460,1625,4,4,96.62,98.80,5.26,94.16 j2p/mushroom,j48,fayyadIrani,p,6460,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6460,1625,4,4,96.62,98.80,5.26,94.16 j2p/mushroom,oneR,fayyadIrani,p,6460,1625,4,4,98.46,100.00,2.90,96.83 j2p/mushroom,bayes,fayyadIrani,p,6499,1586,4,5,95.27,100.00,8.35,90.17 j2p/mushroom,j48,fayyadIrani,p,6499,1586,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1586,4,5,95.27,100.00,8.35,90.17 j2p/mushroom,oneR,fayyadIrani,p,6499,1586,4,5,98.36,100.00,3.06,96.59 j2p/mushroom,bayes,fayyadIrani,p,6475,1624,5,1,94.64,98.89,8.74,90.01 j2p/mushroom,j48,fayyadIrani,p,6475,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6475,1624,5,1,94.64,98.89,8.74,90.01 j2p/mushroom,oneR,fayyadIrani,p,6475,1624,5,1,98.21,100.00,3.36,96.33 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,5,2,95.69,98.77,6.82,92.21 j2p/mushroom,j48,fayyadIrani,p,6474,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,5,2,95.69,98.77,6.82,92.21 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,5,2,98.83,100.00,2.21,97.57 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,5,3,97.05,99.73,5.25,94.20 j2p/mushroom,j48,fayyadIrani,p,6474,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,5,3,97.05,99.73,5.25,94.20 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,5,3,98.58,100.00,2.69,97.10 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,5,4,95.45,99.03,7.43,91.44 j2p/mushroom,j48,fayyadIrani,p,6474,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,5,4,95.45,99.03,7.43,91.44 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,5,4,98.34,100.00,3.11,96.55 j2p/mushroom,bayes,fayyadIrani,p,6499,1600,5,5,95.19,99.13,7.81,90.61 j2p/mushroom,j48,fayyadIrani,p,6499,1600,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1600,5,5,95.19,99.13,7.81,90.61 j2p/mushroom,oneR,fayyadIrani,p,6499,1600,5,5,98.69,100.00,2.43,97.22 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/segment,bayes,cat,sky,1845,461,1,1,80.69,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,461,1,1,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,461,1,1,85.47,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,461,1,1,64.43,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,1,2,81.60,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,1,2,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,1,2,85.71,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,1,2,66.23,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,1,3,77.49,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,1,3,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,1,3,83.77,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,1,3,64.94,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,1,4,82.03,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,1,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,1,4,88.53,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,1,4,64.94,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,459,1,5,78.00,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,459,1,5,97.17,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,459,1,5,84.75,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,459,1,5,60.78,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,461,2,1,80.26,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,461,2,1,94.36,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,461,2,1,83.73,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,461,2,1,62.91,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,2,81.60,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,2,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,2,86.80,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,2,67.32,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,3,83.12,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,3,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,3,89.61,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,3,64.50,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,462,2,4,78.57,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,462,2,4,97.84,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,462,2,4,83.33,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,462,2,4,63.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,460,2,5,76.74,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,460,2,5,95.65,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,460,2,5,84.35,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,460,2,5,64.57,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,3,1,78.52,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,3,1,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,3,1,85.03,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,3,1,62.26,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,3,2,81.82,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,3,2,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,3,2,86.58,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,3,2,63.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,3,3,78.57,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,3,3,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,3,3,83.33,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,3,3,61.69,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,3,4,80.52,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,3,4,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,3,4,85.28,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,3,4,66.67,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,3,5,82.21,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,3,5,94.58,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,3,5,86.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,3,5,65.29,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,461,4,1,79.18,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,461,4,1,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,461,4,1,84.38,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,461,4,1,62.26,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,2,82.90,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,2,98.27,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,2,88.53,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,2,61.47,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,3,79.44,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,3,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,3,85.93,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,3,64.72,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,4,80.95,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,4,96.32,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,4,83.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,4,64.50,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,5,79.00,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,5,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,5,83.33,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,5,64.72,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,461,5,1,77.22,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,461,5,1,98.48,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,461,5,1,83.73,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,461,5,1,63.12,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,5,2,84.42,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,5,2,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,5,2,86.80,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,5,2,63.20,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,5,3,80.30,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,5,3,96.32,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,5,3,85.06,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,5,3,64.50,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,5,4,80.95,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,5,4,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,5,4,85.93,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,5,4,63.85,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,5,5,78.35,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,5,5,96.32,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,5,5,84.20,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,5,5,65.15,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1849,461,1,1,89.59,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1849,461,1,1,82.21,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1849,461,1,1,89.59,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1849,461,1,1,64.86,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,1,2,88.74,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,1,2,79.65,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,1,2,88.74,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,1,2,60.39,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,1,3,89.61,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,1,3,78.35,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,1,3,89.61,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,1,3,61.69,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,1,4,90.48,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,1,4,86.15,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,1,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,1,4,67.32,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,1,5,87.23,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,1,5,79.65,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,1,5,87.23,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,1,5,61.90,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,2,1,87.20,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,2,1,80.04,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,2,1,87.20,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,2,1,64.21,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,2,2,89.61,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,2,2,81.39,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,2,2,89.61,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,2,2,66.23,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,2,3,89.18,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,2,3,79.65,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,2,3,89.18,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,2,3,61.04,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,2,4,90.26,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,2,4,82.25,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,2,4,90.26,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,2,4,63.20,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,2,5,90.02,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,2,5,81.34,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,2,5,90.02,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,2,5,64.43,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,3,1,85.68,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,3,1,85.68,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,3,1,85.68,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,3,1,65.94,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,2,90.48,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,2,81.39,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,2,90.48,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,2,66.45,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,3,90.91,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,3,81.39,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,3,90.91,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,3,65.80,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,4,90.48,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,4,79.00,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,4,63.20,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,3,5,87.01,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,3,5,75.76,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,3,5,87.01,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,3,5,61.26,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1849,461,4,1,88.94,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1849,461,4,1,83.51,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1849,461,4,1,88.94,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1849,461,4,1,65.51,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,4,2,89.18,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,4,2,83.12,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,4,2,89.18,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,4,2,65.80,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,4,3,88.31,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,4,3,78.79,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,4,3,88.31,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,4,3,63.64,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,4,4,89.39,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,4,4,80.52,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,4,4,89.39,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,4,4,61.90,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,4,5,88.53,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,4,5,83.12,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,4,5,88.53,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,4,5,64.29,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,5,1,89.80,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,5,1,80.91,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,5,1,89.80,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,5,1,63.99,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,5,2,87.23,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,5,2,80.30,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,5,2,87.23,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,5,2,61.90,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,5,3,88.53,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,5,3,80.95,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,5,3,88.53,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,5,3,66.67,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,5,4,89.83,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,5,4,82.90,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,5,4,89.83,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,5,4,67.53,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,5,5,87.42,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,5,5,82.00,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,5,5,87.42,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,5,5,64.43,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,1,1,90.46,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,1,1,94.36,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,1,1,90.46,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,1,1,48.81,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,2,91.34,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,2,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,2,91.34,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,2,51.30,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,3,88.31,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,3,94.81,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,3,88.31,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,3,50.22,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,4,91.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,4,96.54,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,4,91.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,4,50.65,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,1,5,90.91,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,1,5,93.94,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,1,5,90.91,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,1,5,47.40,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,2,1,88.72,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,2,1,93.93,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,2,1,88.72,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,2,1,47.51,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,2,2,91.56,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,2,2,96.54,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,2,2,91.56,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,2,2,50.43,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,2,3,89.61,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,2,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,2,3,89.61,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,2,3,49.57,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,2,4,90.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,2,4,93.72,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,2,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,2,4,45.89,100.00,3.33,98.51 q2s/segment,bayes,tbin,sky,1847,462,2,5,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,2,5,95.67,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,2,5,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,2,5,51.73,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,3,1,93.28,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,3,1,95.88,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,3,1,93.28,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,3,1,51.63,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,3,2,90.91,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,3,2,93.72,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,3,2,90.91,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,3,2,50.00,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,3,3,90.26,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,3,3,95.67,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,3,3,90.26,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,3,3,51.08,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,3,4,88.96,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,3,4,95.67,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,3,4,88.96,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,3,4,48.27,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,3,5,88.72,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,3,5,95.23,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,3,5,88.72,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,3,5,47.51,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,4,1,91.76,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,4,1,94.14,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,4,1,91.76,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,4,1,49.89,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,2,89.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,2,94.16,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,2,89.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,2,46.75,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,3,89.18,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,3,94.16,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,3,89.18,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,3,45.45,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,4,91.99,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,4,91.99,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,4,51.30,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,4,5,89.83,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,4,5,95.67,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,4,5,89.83,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,4,5,48.05,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,461,5,1,88.72,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,461,5,1,94.58,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,461,5,1,88.72,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,461,5,1,50.98,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,5,2,88.53,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,5,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,5,2,88.53,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,5,2,49.35,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,5,3,89.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,5,3,92.21,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,5,3,89.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,5,3,48.05,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1844,462,5,4,93.51,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1844,462,5,4,95.02,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1844,462,5,4,93.51,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1844,462,5,4,49.13,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,459,5,5,91.50,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,459,5,5,94.99,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,459,5,5,91.50,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,459,5,5,48.37,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,1,1,90.46,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,1,1,96.31,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,1,1,90.46,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,1,1,66.59,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,2,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,2,93.94,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,2,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,2,67.75,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,3,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,3,95.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,3,65.37,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,4,92.64,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,4,96.54,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,4,92.64,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,4,63.20,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,1,5,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,1,5,93.51,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,1,5,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,1,5,65.37,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,2,1,91.54,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,2,1,94.14,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,2,1,91.54,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,2,1,64.21,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,2,91.99,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,2,93.29,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,2,91.99,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,2,64.50,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,3,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,3,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,3,65.58,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,4,92.21,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,4,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,4,92.21,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,4,66.67,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,2,5,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,2,5,95.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,2,5,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,2,5,65.80,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,3,1,91.54,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,3,1,94.36,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,3,1,91.54,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,3,1,68.55,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,2,92.42,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,2,96.32,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,2,92.42,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,2,63.20,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,3,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,3,92.86,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,3,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,3,64.72,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,4,93.51,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,4,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,4,93.51,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,4,64.29,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,3,5,90.22,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,3,5,94.35,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,3,5,90.22,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,3,5,67.39,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,4,1,91.76,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,4,1,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,4,1,91.76,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,4,1,66.16,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,2,91.99,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,2,95.02,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,2,91.99,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,2,65.80,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,3,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,3,92.42,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,3,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,3,67.10,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,4,92.42,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,4,94.16,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,4,92.42,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,4,67.32,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,4,5,90.22,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,4,5,95.43,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,4,5,90.22,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,4,5,62.17,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1843,461,5,1,91.97,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1843,461,5,1,95.23,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1843,461,5,1,91.97,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1843,461,5,1,68.98,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1842,462,5,2,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1842,462,5,2,95.89,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1842,462,5,2,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1842,462,5,2,59.74,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1842,462,5,3,90.26,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1842,462,5,3,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1842,462,5,3,90.26,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1842,462,5,3,66.02,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1842,462,5,4,93.51,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1842,462,5,4,97.62,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1842,462,5,4,93.51,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1842,462,5,4,69.05,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,457,5,5,91.25,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,457,5,5,93.00,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,457,5,5,91.25,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,457,5,5,65.86,100.00,0.00,100.00 /home/donaldb/var/weka/xval.20878 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/sonar,bayes,cat,Mine,167,41,1,1,60.98,72.73,43.33,38.10 q2s/sonar,j48,cat,Mine,167,41,1,1,68.29,72.22,34.78,61.90 q2s/sonar,nbk,cat,Mine,167,41,1,1,68.29,75.00,36.00,57.14 q2s/sonar,oneR,cat,Mine,167,41,1,1,56.10,55.56,42.86,71.43 q2s/sonar,bayes,cat,Mine,166,42,1,2,64.29,70.00,40.91,60.87 q2s/sonar,j48,cat,Mine,166,42,1,2,73.81,71.43,21.43,86.96 q2s/sonar,nbk,cat,Mine,166,42,1,2,73.81,77.27,30.00,73.91 q2s/sonar,oneR,cat,Mine,166,42,1,2,66.67,66.67,33.33,78.26 q2s/sonar,bayes,cat,Mine,167,41,1,3,75.61,87.50,32.00,63.64 q2s/sonar,j48,cat,Mine,167,41,1,3,75.61,77.27,26.32,77.27 q2s/sonar,nbk,cat,Mine,167,41,1,3,82.93,89.47,22.73,77.27 q2s/sonar,oneR,cat,Mine,167,41,1,3,70.73,75.00,33.33,68.18 q2s/sonar,bayes,cat,Mine,166,42,1,4,80.95,80.00,18.18,80.00 q2s/sonar,j48,cat,Mine,166,42,1,4,80.95,77.27,15.00,85.00 q2s/sonar,nbk,cat,Mine,166,42,1,4,78.57,73.91,15.79,85.00 q2s/sonar,oneR,cat,Mine,166,42,1,4,71.43,70.00,27.27,70.00 q2s/sonar,bayes,cat,Mine,167,41,1,5,60.98,75.00,48.00,50.00 q2s/sonar,j48,cat,Mine,167,41,1,5,90.24,95.45,15.79,87.50 q2s/sonar,nbk,cat,Mine,167,41,1,5,70.73,77.27,36.84,70.83 q2s/sonar,oneR,cat,Mine,167,41,1,5,56.10,63.64,52.63,58.33 q2s/sonar,bayes,cat,Mine,167,41,2,1,70.73,64.29,25.93,56.25 q2s/sonar,j48,cat,Mine,167,41,2,1,68.29,55.56,7.14,93.75 q2s/sonar,nbk,cat,Mine,167,41,2,1,78.05,70.59,16.67,75.00 q2s/sonar,oneR,cat,Mine,167,41,2,1,58.54,48.15,21.43,81.25 q2s/sonar,bayes,cat,Mine,166,42,2,2,80.95,84.21,21.74,76.19 q2s/sonar,j48,cat,Mine,166,42,2,2,80.95,88.24,24.00,71.43 q2s/sonar,nbk,cat,Mine,166,42,2,2,85.71,85.71,14.29,85.71 q2s/sonar,oneR,cat,Mine,166,42,2,2,66.67,73.33,37.04,52.38 q2s/sonar,bayes,cat,Mine,167,41,2,3,58.54,69.23,46.43,40.91 q2s/sonar,j48,cat,Mine,167,41,2,3,73.17,78.95,31.82,68.18 q2s/sonar,nbk,cat,Mine,167,41,2,3,70.73,77.78,34.78,63.64 q2s/sonar,oneR,cat,Mine,167,41,2,3,60.98,61.54,40.00,72.73 q2s/sonar,bayes,cat,Mine,166,42,2,4,59.52,66.67,44.44,45.45 q2s/sonar,j48,cat,Mine,166,42,2,4,66.67,68.18,35.00,68.18 q2s/sonar,nbk,cat,Mine,166,42,2,4,54.76,60.00,48.15,40.91 q2s/sonar,oneR,cat,Mine,166,42,2,4,69.05,68.00,29.41,77.27 q2s/sonar,bayes,cat,Mine,167,41,2,5,70.73,90.91,52.63,66.67 q2s/sonar,j48,cat,Mine,167,41,2,5,75.61,85.71,46.15,80.00 q2s/sonar,nbk,cat,Mine,167,41,2,5,75.61,91.67,47.06,73.33 q2s/sonar,oneR,cat,Mine,167,41,2,5,60.98,76.92,66.67,66.67 q2s/sonar,bayes,cat,Mine,167,41,3,1,68.29,80.00,38.46,54.55 q2s/sonar,j48,cat,Mine,167,41,3,1,80.49,88.89,26.09,72.73 q2s/sonar,nbk,cat,Mine,167,41,3,1,65.85,78.57,40.74,50.00 q2s/sonar,oneR,cat,Mine,167,41,3,1,53.66,56.00,50.00,63.64 q2s/sonar,bayes,cat,Mine,166,42,3,2,71.43,90.00,45.45,64.29 q2s/sonar,j48,cat,Mine,166,42,3,2,76.19,84.62,37.50,78.57 q2s/sonar,nbk,cat,Mine,166,42,3,2,71.43,86.36,45.00,67.86 q2s/sonar,oneR,cat,Mine,166,42,3,2,54.76,64.52,72.73,71.43 q2s/sonar,bayes,cat,Mine,167,41,3,3,63.41,73.68,45.45,58.33 q2s/sonar,j48,cat,Mine,167,41,3,3,78.05,75.86,16.67,91.67 q2s/sonar,nbk,cat,Mine,167,41,3,3,73.17,76.00,31.25,79.17 q2s/sonar,oneR,cat,Mine,167,41,3,3,75.61,76.92,26.67,83.33 q2s/sonar,bayes,cat,Mine,166,42,3,4,73.81,66.67,20.83,70.59 q2s/sonar,j48,cat,Mine,166,42,3,4,73.81,65.00,18.18,76.47 q2s/sonar,nbk,cat,Mine,166,42,3,4,80.95,73.68,13.04,82.35 q2s/sonar,oneR,cat,Mine,166,42,3,4,54.76,46.15,31.25,70.59 q2s/sonar,bayes,cat,Mine,167,41,3,5,68.29,71.43,33.33,52.63 q2s/sonar,j48,cat,Mine,167,41,3,5,75.61,73.68,22.73,73.68 q2s/sonar,nbk,cat,Mine,167,41,3,5,75.61,71.43,20.00,78.95 q2s/sonar,oneR,cat,Mine,167,41,3,5,63.41,60.00,33.33,63.16 q2s/sonar,bayes,cat,Mine,167,41,4,1,78.05,84.00,31.25,80.77 q2s/sonar,j48,cat,Mine,167,41,4,1,58.54,68.00,56.25,65.38 q2s/sonar,nbk,cat,Mine,167,41,4,1,82.93,85.19,21.43,88.46 q2s/sonar,oneR,cat,Mine,167,41,4,1,60.98,66.67,54.55,76.92 q2s/sonar,bayes,cat,Mine,166,42,4,2,69.05,71.43,32.14,52.63 q2s/sonar,j48,cat,Mine,166,42,4,2,80.95,82.35,20.00,73.68 q2s/sonar,nbk,cat,Mine,166,42,4,2,76.19,80.00,25.93,63.16 q2s/sonar,oneR,cat,Mine,166,42,4,2,69.05,60.71,14.29,89.47 q2s/sonar,bayes,cat,Mine,167,41,4,3,63.41,78.57,44.44,47.83 q2s/sonar,j48,cat,Mine,167,41,4,3,70.73,78.95,36.36,65.22 q2s/sonar,nbk,cat,Mine,167,41,4,3,60.98,68.42,45.45,56.52 q2s/sonar,oneR,cat,Mine,167,41,4,3,60.98,65.22,44.44,65.22 q2s/sonar,bayes,cat,Mine,166,42,4,4,66.67,86.67,44.44,52.00 q2s/sonar,j48,cat,Mine,166,42,4,4,80.95,90.48,28.57,76.00 q2s/sonar,nbk,cat,Mine,166,42,4,4,76.19,85.71,33.33,72.00 q2s/sonar,oneR,cat,Mine,166,42,4,4,69.05,80.00,40.91,64.00 q2s/sonar,bayes,cat,Mine,167,41,4,5,73.17,75.00,27.59,52.94 q2s/sonar,j48,cat,Mine,167,41,4,5,73.17,65.00,19.05,76.47 q2s/sonar,nbk,cat,Mine,167,41,4,5,78.05,83.33,24.14,58.82 q2s/sonar,oneR,cat,Mine,167,41,4,5,51.22,44.83,33.33,76.47 q2s/sonar,bayes,cat,Mine,167,41,5,1,68.29,80.00,42.86,64.00 q2s/sonar,j48,cat,Mine,167,41,5,1,63.41,67.86,46.15,76.00 q2s/sonar,nbk,cat,Mine,167,41,5,1,68.29,75.00,41.18,72.00 q2s/sonar,oneR,cat,Mine,167,41,5,1,63.41,72.73,47.37,64.00 q2s/sonar,bayes,cat,Mine,166,42,5,2,85.71,85.71,14.29,75.00 q2s/sonar,j48,cat,Mine,166,42,5,2,69.05,57.14,19.05,75.00 q2s/sonar,nbk,cat,Mine,166,42,5,2,85.71,77.78,8.33,87.50 q2s/sonar,oneR,cat,Mine,166,42,5,2,54.76,42.11,34.78,50.00 q2s/sonar,bayes,cat,Mine,167,41,5,3,80.49,80.95,20.00,80.95 q2s/sonar,j48,cat,Mine,167,41,5,3,73.17,70.83,23.53,80.95 q2s/sonar,nbk,cat,Mine,167,41,5,3,73.17,67.86,15.38,90.48 q2s/sonar,oneR,cat,Mine,167,41,5,3,68.29,65.38,26.67,80.95 q2s/sonar,bayes,cat,Mine,166,42,5,4,59.52,87.50,47.06,30.43 q2s/sonar,j48,cat,Mine,166,42,5,4,83.33,94.44,25.00,73.91 q2s/sonar,nbk,cat,Mine,166,42,5,4,66.67,90.91,41.94,43.48 q2s/sonar,oneR,cat,Mine,166,42,5,4,71.43,76.19,33.33,69.57 q2s/sonar,bayes,cat,Mine,167,41,5,5,58.54,76.47,54.17,50.00 q2s/sonar,j48,cat,Mine,167,41,5,5,78.05,90.48,35.00,73.08 q2s/sonar,nbk,cat,Mine,167,41,5,5,60.98,75.00,52.38,57.69 q2s/sonar,oneR,cat,Mine,167,41,5,5,58.54,68.00,56.25,65.38 q2s/sonar,bayes,disctree,Mine,167,41,1,1,78.05,73.91,16.67,85.00 q2s/sonar,j48,disctree,Mine,167,41,1,1,65.85,68.75,36.00,55.00 q2s/sonar,nbk,disctree,Mine,167,41,1,1,78.05,73.91,16.67,85.00 q2s/sonar,oneR,disctree,Mine,167,41,1,1,65.85,68.75,36.00,55.00 q2s/sonar,bayes,disctree,Mine,166,42,1,2,69.05,65.52,23.08,86.36 q2s/sonar,j48,disctree,Mine,166,42,1,2,57.14,58.33,44.44,63.64 q2s/sonar,nbk,disctree,Mine,166,42,1,2,69.05,65.52,23.08,86.36 q2s/sonar,oneR,disctree,Mine,166,42,1,2,66.67,62.50,20.00,90.91 q2s/sonar,bayes,disctree,Mine,167,41,1,3,78.05,80.77,26.67,84.00 q2s/sonar,j48,disctree,Mine,167,41,1,3,60.98,71.43,50.00,60.00 q2s/sonar,nbk,disctree,Mine,167,41,1,3,78.05,80.77,26.67,84.00 q2s/sonar,oneR,disctree,Mine,167,41,1,3,46.34,58.82,62.50,40.00 q2s/sonar,bayes,disctree,Mine,166,42,1,4,66.67,65.22,31.58,71.43 q2s/sonar,j48,disctree,Mine,166,42,1,4,69.05,75.00,34.62,57.14 q2s/sonar,nbk,disctree,Mine,166,42,1,4,66.67,65.22,31.58,71.43 q2s/sonar,oneR,disctree,Mine,166,42,1,4,73.81,69.23,18.75,85.71 q2s/sonar,bayes,disctree,Mine,167,41,1,5,73.17,76.19,30.00,72.73 q2s/sonar,j48,disctree,Mine,167,41,1,5,70.73,72.73,31.58,72.73 q2s/sonar,nbk,disctree,Mine,167,41,1,5,73.17,76.19,30.00,72.73 q2s/sonar,oneR,disctree,Mine,167,41,1,5,75.61,80.00,28.57,72.73 q2s/sonar,bayes,disctree,Mine,167,41,2,1,75.61,79.17,29.41,79.17 q2s/sonar,j48,disctree,Mine,167,41,2,1,65.85,77.78,43.48,58.33 q2s/sonar,nbk,disctree,Mine,167,41,2,1,75.61,79.17,29.41,79.17 q2s/sonar,oneR,disctree,Mine,167,41,2,1,80.49,86.36,26.32,79.17 q2s/sonar,bayes,disctree,Mine,166,42,2,2,73.81,73.91,26.32,77.27 q2s/sonar,j48,disctree,Mine,166,42,2,2,64.29,73.33,40.74,50.00 q2s/sonar,nbk,disctree,Mine,166,42,2,2,73.81,73.91,26.32,77.27 q2s/sonar,oneR,disctree,Mine,166,42,2,2,64.29,73.33,40.74,50.00 q2s/sonar,bayes,disctree,Mine,167,41,2,3,65.85,65.52,33.33,82.61 q2s/sonar,j48,disctree,Mine,167,41,2,3,48.78,53.57,61.54,65.22 q2s/sonar,nbk,disctree,Mine,167,41,2,3,65.85,65.52,33.33,82.61 q2s/sonar,oneR,disctree,Mine,167,41,2,3,60.98,62.07,41.67,78.26 q2s/sonar,bayes,disctree,Mine,166,42,2,4,83.33,80.00,13.64,84.21 q2s/sonar,j48,disctree,Mine,166,42,2,4,78.57,75.00,18.18,78.95 q2s/sonar,nbk,disctree,Mine,166,42,2,4,83.33,80.00,13.64,84.21 q2s/sonar,oneR,disctree,Mine,166,42,2,4,78.57,75.00,18.18,78.95 q2s/sonar,bayes,disctree,Mine,167,41,2,5,63.41,65.38,40.00,73.91 q2s/sonar,j48,disctree,Mine,167,41,2,5,65.85,68.00,37.50,73.91 q2s/sonar,nbk,disctree,Mine,167,41,2,5,63.41,65.38,40.00,73.91 q2s/sonar,oneR,disctree,Mine,167,41,2,5,63.41,66.67,41.18,69.57 q2s/sonar,bayes,disctree,Mine,167,41,3,1,75.61,76.00,25.00,82.61 q2s/sonar,j48,disctree,Mine,167,41,3,1,65.85,69.57,38.89,69.57 q2s/sonar,nbk,disctree,Mine,167,41,3,1,75.61,76.00,25.00,82.61 q2s/sonar,oneR,disctree,Mine,167,41,3,1,65.85,69.57,38.89,69.57 q2s/sonar,bayes,disctree,Mine,166,42,3,2,76.19,73.08,18.75,86.36 q2s/sonar,j48,disctree,Mine,166,42,3,2,59.52,63.16,43.48,54.55 q2s/sonar,nbk,disctree,Mine,166,42,3,2,76.19,73.08,18.75,86.36 q2s/sonar,oneR,disctree,Mine,166,42,3,2,80.95,81.82,20.00,81.82 q2s/sonar,bayes,disctree,Mine,167,41,3,3,75.61,76.19,25.00,76.19 q2s/sonar,j48,disctree,Mine,167,41,3,3,63.41,62.50,35.29,71.43 q2s/sonar,nbk,disctree,Mine,167,41,3,3,75.61,76.19,25.00,76.19 q2s/sonar,oneR,disctree,Mine,167,41,3,3,73.17,69.23,20.00,85.71 q2s/sonar,bayes,disctree,Mine,166,42,3,4,66.67,73.91,42.11,68.00 q2s/sonar,j48,disctree,Mine,166,42,3,4,61.90,68.00,47.06,68.00 q2s/sonar,nbk,disctree,Mine,166,42,3,4,66.67,73.91,42.11,68.00 q2s/sonar,oneR,disctree,Mine,166,42,3,4,64.29,69.23,43.75,72.00 q2s/sonar,bayes,disctree,Mine,167,41,3,5,75.61,70.83,17.65,85.00 q2s/sonar,j48,disctree,Mine,167,41,3,5,65.85,62.50,29.41,75.00 q2s/sonar,nbk,disctree,Mine,167,41,3,5,75.61,70.83,17.65,85.00 q2s/sonar,oneR,disctree,Mine,167,41,3,5,65.85,62.50,29.41,75.00 q2s/sonar,bayes,disctree,Mine,167,41,4,1,65.85,75.00,47.06,69.23 q2s/sonar,j48,disctree,Mine,167,41,4,1,68.29,72.41,41.67,80.77 q2s/sonar,nbk,disctree,Mine,167,41,4,1,65.85,75.00,47.06,69.23 q2s/sonar,oneR,disctree,Mine,167,41,4,1,68.29,72.41,41.67,80.77 q2s/sonar,bayes,disctree,Mine,166,42,4,2,80.95,72.73,10.00,88.89 q2s/sonar,j48,disctree,Mine,166,42,4,2,61.90,53.57,21.43,83.33 q2s/sonar,nbk,disctree,Mine,166,42,4,2,80.95,72.73,10.00,88.89 q2s/sonar,oneR,disctree,Mine,166,42,4,2,61.90,53.57,21.43,83.33 q2s/sonar,bayes,disctree,Mine,167,41,4,3,78.05,72.00,12.50,90.00 q2s/sonar,j48,disctree,Mine,167,41,4,3,73.17,69.57,22.22,80.00 q2s/sonar,nbk,disctree,Mine,167,41,4,3,78.05,72.00,12.50,90.00 q2s/sonar,oneR,disctree,Mine,167,41,4,3,75.61,75.00,23.81,75.00 q2s/sonar,bayes,disctree,Mine,166,42,4,4,69.05,80.00,47.06,71.43 q2s/sonar,j48,disctree,Mine,166,42,4,4,66.67,88.89,50.00,57.14 q2s/sonar,nbk,disctree,Mine,166,42,4,4,69.05,80.00,47.06,71.43 q2s/sonar,oneR,disctree,Mine,166,42,4,4,66.67,88.89,50.00,57.14 q2s/sonar,bayes,disctree,Mine,167,41,4,5,75.61,68.00,12.50,89.47 q2s/sonar,j48,disctree,Mine,167,41,4,5,68.29,61.54,20.00,84.21 q2s/sonar,nbk,disctree,Mine,167,41,4,5,75.61,68.00,12.50,89.47 q2s/sonar,oneR,disctree,Mine,167,41,4,5,82.93,75.00,5.88,94.74 q2s/sonar,bayes,disctree,Mine,167,41,5,1,73.17,75.00,28.57,71.43 q2s/sonar,j48,disctree,Mine,167,41,5,1,68.29,70.00,33.33,66.67 q2s/sonar,nbk,disctree,Mine,167,41,5,1,73.17,75.00,28.57,71.43 q2s/sonar,oneR,disctree,Mine,167,41,5,1,73.17,70.83,23.53,80.95 q2s/sonar,bayes,disctree,Mine,166,42,5,2,64.29,65.22,36.84,68.18 q2s/sonar,j48,disctree,Mine,166,42,5,2,52.38,55.56,50.00,45.45 q2s/sonar,nbk,disctree,Mine,166,42,5,2,64.29,65.22,36.84,68.18 q2s/sonar,oneR,disctree,Mine,166,42,5,2,80.95,76.92,12.50,90.91 q2s/sonar,bayes,disctree,Mine,167,41,5,3,73.17,69.23,20.00,85.71 q2s/sonar,j48,disctree,Mine,167,41,5,3,56.10,57.89,45.45,52.38 q2s/sonar,nbk,disctree,Mine,167,41,5,3,73.17,69.23,20.00,85.71 q2s/sonar,oneR,disctree,Mine,167,41,5,3,56.10,57.89,45.45,52.38 q2s/sonar,bayes,disctree,Mine,166,42,5,4,78.57,75.00,14.29,91.30 q2s/sonar,j48,disctree,Mine,166,42,5,4,64.29,72.22,41.67,56.52 q2s/sonar,nbk,disctree,Mine,166,42,5,4,78.57,75.00,14.29,91.30 q2s/sonar,oneR,disctree,Mine,166,42,5,4,66.67,64.52,27.27,86.96 q2s/sonar,bayes,disctree,Mine,167,41,5,5,73.17,78.26,33.33,75.00 q2s/sonar,j48,disctree,Mine,167,41,5,5,70.73,77.27,36.84,70.83 q2s/sonar,nbk,disctree,Mine,167,41,5,5,73.17,78.26,33.33,75.00 q2s/sonar,oneR,disctree,Mine,167,41,5,5,60.98,68.18,47.37,62.50 q2s/sonar,bayes,tbin,Mine,167,41,1,1,78.05,79.17,23.53,82.61 q2s/sonar,j48,tbin,Mine,167,41,1,1,70.73,76.19,35.00,69.57 q2s/sonar,nbk,tbin,Mine,167,41,1,1,78.05,79.17,23.53,82.61 q2s/sonar,oneR,tbin,Mine,167,41,1,1,78.05,76.92,20.00,86.96 q2s/sonar,bayes,tbin,Mine,166,42,1,2,69.05,66.67,28.57,70.00 q2s/sonar,j48,tbin,Mine,166,42,1,2,64.29,60.87,31.58,70.00 q2s/sonar,nbk,tbin,Mine,166,42,1,2,69.05,66.67,28.57,70.00 q2s/sonar,oneR,tbin,Mine,166,42,1,2,69.05,66.67,28.57,70.00 q2s/sonar,bayes,tbin,Mine,167,41,1,3,90.24,90.00,9.52,90.00 q2s/sonar,j48,tbin,Mine,167,41,1,3,70.73,68.18,26.32,75.00 q2s/sonar,nbk,tbin,Mine,167,41,1,3,90.24,90.00,9.52,90.00 q2s/sonar,oneR,tbin,Mine,167,41,1,3,73.17,68.00,18.75,85.00 q2s/sonar,bayes,tbin,Mine,166,42,1,4,78.57,85.71,28.57,75.00 q2s/sonar,j48,tbin,Mine,166,42,1,4,66.67,69.23,37.50,75.00 q2s/sonar,nbk,tbin,Mine,166,42,1,4,78.57,85.71,28.57,75.00 q2s/sonar,oneR,tbin,Mine,166,42,1,4,69.05,76.19,38.10,66.67 q2s/sonar,bayes,tbin,Mine,167,41,1,5,73.17,71.43,23.08,86.96 q2s/sonar,j48,tbin,Mine,167,41,1,5,63.41,68.18,42.11,65.22 q2s/sonar,nbk,tbin,Mine,167,41,1,5,73.17,71.43,23.08,86.96 q2s/sonar,oneR,tbin,Mine,167,41,1,5,65.85,68.00,37.50,73.91 q2s/sonar,bayes,tbin,Mine,167,41,2,1,70.73,68.42,27.27,68.42 q2s/sonar,j48,tbin,Mine,167,41,2,1,75.61,66.67,7.14,94.74 q2s/sonar,nbk,tbin,Mine,167,41,2,1,70.73,68.42,27.27,68.42 q2s/sonar,oneR,tbin,Mine,167,41,2,1,80.49,72.00,6.25,94.74 q2s/sonar,bayes,tbin,Mine,166,42,2,2,73.81,79.17,33.33,76.00 q2s/sonar,j48,tbin,Mine,166,42,2,2,73.81,76.92,31.25,80.00 q2s/sonar,nbk,tbin,Mine,166,42,2,2,73.81,79.17,33.33,76.00 q2s/sonar,oneR,tbin,Mine,166,42,2,2,71.43,76.00,35.29,76.00 q2s/sonar,bayes,tbin,Mine,167,41,2,3,78.05,81.82,26.32,78.26 q2s/sonar,j48,tbin,Mine,167,41,2,3,63.41,64.29,38.46,78.26 q2s/sonar,nbk,tbin,Mine,167,41,2,3,78.05,81.82,26.32,78.26 q2s/sonar,oneR,tbin,Mine,167,41,2,3,73.17,71.43,23.08,86.96 q2s/sonar,bayes,tbin,Mine,166,42,2,4,85.71,91.30,21.05,84.00 q2s/sonar,j48,tbin,Mine,166,42,2,4,69.05,80.00,40.91,64.00 q2s/sonar,nbk,tbin,Mine,166,42,2,4,85.71,91.30,21.05,84.00 q2s/sonar,oneR,tbin,Mine,166,42,2,4,69.05,77.27,40.00,68.00 q2s/sonar,bayes,tbin,Mine,167,41,2,5,70.73,63.64,21.05,77.78 q2s/sonar,j48,tbin,Mine,167,41,2,5,65.85,58.33,23.53,77.78 q2s/sonar,nbk,tbin,Mine,167,41,2,5,70.73,63.64,21.05,77.78 q2s/sonar,oneR,tbin,Mine,167,41,2,5,65.85,58.33,23.53,77.78 q2s/sonar,bayes,tbin,Mine,167,41,3,1,82.93,86.96,22.22,83.33 q2s/sonar,j48,tbin,Mine,167,41,3,1,60.98,70.00,47.62,58.33 q2s/sonar,nbk,tbin,Mine,167,41,3,1,82.93,86.96,22.22,83.33 q2s/sonar,oneR,tbin,Mine,167,41,3,1,70.73,75.00,35.29,75.00 q2s/sonar,bayes,tbin,Mine,166,42,3,2,73.81,88.89,37.50,64.00 q2s/sonar,j48,tbin,Mine,166,42,3,2,69.05,73.08,37.50,76.00 q2s/sonar,nbk,tbin,Mine,166,42,3,2,73.81,88.89,37.50,64.00 q2s/sonar,oneR,tbin,Mine,166,42,3,2,71.43,76.00,35.29,76.00 q2s/sonar,bayes,tbin,Mine,167,41,3,3,70.73,68.00,25.00,80.95 q2s/sonar,j48,tbin,Mine,167,41,3,3,65.85,64.00,31.25,76.19 q2s/sonar,nbk,tbin,Mine,167,41,3,3,70.73,68.00,25.00,80.95 q2s/sonar,oneR,tbin,Mine,167,41,3,3,68.29,66.67,29.41,76.19 q2s/sonar,bayes,tbin,Mine,166,42,3,4,83.33,85.00,18.18,80.95 q2s/sonar,j48,tbin,Mine,166,42,3,4,66.67,70.59,36.00,57.14 q2s/sonar,nbk,tbin,Mine,166,42,3,4,83.33,85.00,18.18,80.95 q2s/sonar,oneR,tbin,Mine,166,42,3,4,71.43,73.68,30.43,66.67 q2s/sonar,bayes,tbin,Mine,167,41,3,5,82.93,84.21,18.18,80.00 q2s/sonar,j48,tbin,Mine,167,41,3,5,70.73,66.67,23.53,80.00 q2s/sonar,nbk,tbin,Mine,167,41,3,5,82.93,84.21,18.18,80.00 q2s/sonar,oneR,tbin,Mine,167,41,3,5,70.73,64.29,15.38,90.00 q2s/sonar,bayes,tbin,Mine,167,41,4,1,70.73,75.00,33.33,68.18 q2s/sonar,j48,tbin,Mine,167,41,4,1,73.17,73.91,27.78,77.27 q2s/sonar,nbk,tbin,Mine,167,41,4,1,70.73,75.00,33.33,68.18 q2s/sonar,oneR,tbin,Mine,167,41,4,1,65.85,66.67,35.29,72.73 q2s/sonar,bayes,tbin,Mine,166,42,4,2,69.05,56.52,15.79,81.25 q2s/sonar,j48,tbin,Mine,166,42,4,2,61.90,50.00,22.22,75.00 q2s/sonar,nbk,tbin,Mine,166,42,4,2,69.05,56.52,15.79,81.25 q2s/sonar,oneR,tbin,Mine,166,42,4,2,64.29,51.61,0.00,100.00 q2s/sonar,bayes,tbin,Mine,167,41,4,3,68.29,82.61,50.00,67.86 q2s/sonar,j48,tbin,Mine,167,41,4,3,60.98,83.33,56.52,53.57 q2s/sonar,nbk,tbin,Mine,167,41,4,3,68.29,82.61,50.00,67.86 q2s/sonar,oneR,tbin,Mine,167,41,4,3,68.29,80.00,50.00,71.43 q2s/sonar,bayes,tbin,Mine,166,42,4,4,90.48,91.67,11.11,91.67 q2s/sonar,j48,tbin,Mine,166,42,4,4,69.05,70.37,33.33,79.17 q2s/sonar,nbk,tbin,Mine,166,42,4,4,90.48,91.67,11.11,91.67 q2s/sonar,oneR,tbin,Mine,166,42,4,4,76.19,75.00,21.43,87.50 q2s/sonar,bayes,tbin,Mine,167,41,4,5,78.05,80.00,23.81,76.19 q2s/sonar,j48,tbin,Mine,167,41,4,5,63.41,63.64,36.84,66.67 q2s/sonar,nbk,tbin,Mine,167,41,4,5,78.05,80.00,23.81,76.19 q2s/sonar,oneR,tbin,Mine,167,41,4,5,65.85,65.22,33.33,71.43 q2s/sonar,bayes,tbin,Mine,167,41,5,1,70.73,72.22,30.43,65.00 q2s/sonar,j48,tbin,Mine,167,41,5,1,65.85,63.64,31.58,70.00 q2s/sonar,nbk,tbin,Mine,167,41,5,1,70.73,72.22,30.43,65.00 q2s/sonar,oneR,tbin,Mine,167,41,5,1,70.73,70.00,28.57,70.00 q2s/sonar,bayes,tbin,Mine,166,42,5,2,69.05,62.50,22.22,78.95 q2s/sonar,j48,tbin,Mine,166,42,5,2,57.14,51.85,33.33,73.68 q2s/sonar,nbk,tbin,Mine,166,42,5,2,69.05,62.50,22.22,78.95 q2s/sonar,oneR,tbin,Mine,166,42,5,2,61.90,57.14,33.33,63.16 q2s/sonar,bayes,tbin,Mine,167,41,5,3,70.73,80.95,40.00,68.00 q2s/sonar,j48,tbin,Mine,167,41,5,3,68.29,77.27,42.11,68.00 q2s/sonar,nbk,tbin,Mine,167,41,5,3,70.73,80.95,40.00,68.00 q2s/sonar,oneR,tbin,Mine,167,41,5,3,80.49,84.00,25.00,84.00 q2s/sonar,bayes,tbin,Mine,166,42,5,4,88.10,92.31,18.75,88.89 q2s/sonar,j48,tbin,Mine,166,42,5,4,73.81,90.00,40.91,66.67 q2s/sonar,nbk,tbin,Mine,166,42,5,4,88.10,92.31,18.75,88.89 q2s/sonar,oneR,tbin,Mine,166,42,5,4,76.19,90.48,38.10,70.37 q2s/sonar,bayes,tbin,Mine,167,41,5,5,80.49,72.00,6.25,94.74 q2s/sonar,j48,tbin,Mine,167,41,5,5,53.66,50.00,36.36,78.95 q2s/sonar,nbk,tbin,Mine,167,41,5,5,80.49,72.00,6.25,94.74 q2s/sonar,oneR,tbin,Mine,167,41,5,5,68.29,62.50,23.53,78.95 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,1,87.80,86.96,11.11,90.91 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,1,80.49,79.17,17.65,86.36 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,1,87.80,86.96,11.11,90.91 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,1,82.93,85.71,20.00,81.82 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,2,80.95,82.61,21.05,82.61 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,2,73.81,77.27,30.00,73.91 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,2,80.95,82.61,21.05,82.61 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,2,76.19,76.00,23.53,82.61 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,3,85.37,81.48,7.14,95.65 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,3,80.49,77.78,14.29,91.30 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,3,85.37,81.48,7.14,95.65 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,3,73.17,71.43,23.08,86.96 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,4,83.33,87.50,19.23,73.68 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,4,71.43,68.42,26.09,68.42 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,4,83.33,87.50,19.23,73.68 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,4,76.19,76.47,24.00,68.42 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,5,85.37,84.00,12.50,91.30 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,5,85.37,84.00,12.50,91.30 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,5,85.37,84.00,12.50,91.30 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,5,70.73,68.97,25.00,86.96 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,1,85.37,78.26,5.56,94.74 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,1,90.24,85.71,5.00,94.74 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,1,85.37,78.26,5.56,94.74 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,1,82.93,75.00,5.88,94.74 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,2,83.33,80.00,13.64,84.21 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,2,76.19,73.68,21.74,73.68 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,2,83.33,80.00,13.64,84.21 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,2,78.57,75.00,18.18,78.95 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,3,90.24,96.00,18.75,88.89 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,3,80.49,95.24,35.00,74.07 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,3,90.24,96.00,18.75,88.89 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,3,78.05,84.62,33.33,81.48 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,4,83.33,88.00,23.53,84.62 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,4,66.67,77.27,45.00,65.38 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,4,83.33,88.00,23.53,84.62 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,4,73.81,82.61,36.84,73.08 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,5,82.93,78.26,11.11,90.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,5,75.61,72.73,21.05,80.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,5,82.93,78.26,11.11,90.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,5,65.85,60.71,23.08,85.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,1,87.80,80.95,5.00,94.44 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,1,80.49,75.00,14.29,83.33 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,1,87.80,80.95,5.00,94.44 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,1,70.73,62.50,17.65,83.33 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,2,83.33,84.00,17.65,87.50 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,2,80.95,86.36,25.00,79.17 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,2,83.33,84.00,17.65,87.50 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,2,61.90,70.00,45.45,58.33 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,3,95.12,92.00,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,3,90.24,91.30,11.11,91.30 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,3,95.12,92.00,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,3,87.80,87.50,11.76,91.30 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,4,83.33,86.36,20.00,82.61 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,4,83.33,94.44,25.00,73.91 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,4,83.33,86.36,20.00,82.61 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,4,76.19,78.26,26.32,78.26 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,5,75.61,75.00,23.53,81.82 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,5,78.05,76.00,18.75,86.36 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,5,75.61,75.00,23.53,81.82 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,5,68.29,66.67,28.57,81.82 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,1,90.24,92.00,12.50,92.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,1,87.80,91.67,17.65,88.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,1,90.24,92.00,12.50,92.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,1,75.61,82.61,33.33,76.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,2,80.95,86.96,26.32,80.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,2,80.95,86.96,26.32,80.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,2,80.95,86.96,26.32,80.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,2,80.95,84.00,23.53,84.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,3,80.49,75.00,11.76,90.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,3,65.85,61.54,26.67,80.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,3,80.49,75.00,11.76,90.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,3,68.29,64.00,25.00,80.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,4,88.10,88.00,11.76,91.67 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,4,78.57,82.61,26.32,79.17 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,4,88.10,88.00,11.76,91.67 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,4,71.43,77.27,35.00,70.83 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,5,85.37,78.95,9.09,88.24 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,5,82.93,75.00,9.52,88.24 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,5,85.37,78.95,9.09,88.24 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,5,73.17,65.00,19.05,76.47 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,1,87.80,91.67,17.65,88.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,1,90.24,86.21,0.00,100.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,1,87.80,91.67,17.65,88.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,1,80.49,81.48,21.43,88.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,2,80.95,82.76,23.08,88.89 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,2,71.43,77.78,40.00,77.78 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,2,80.95,82.76,23.08,88.89 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,2,69.05,75.00,42.86,77.78 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,3,90.24,86.96,5.56,95.24 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,3,80.49,84.21,22.73,76.19 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,3,90.24,86.96,5.56,95.24 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,3,80.49,76.00,12.50,90.48 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,4,73.81,70.00,22.73,73.68 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,4,71.43,66.67,23.81,73.68 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,4,73.81,70.00,22.73,73.68 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,4,66.67,61.90,28.57,68.42 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,5,90.24,85.71,5.00,94.74 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,5,78.05,81.25,24.00,68.42 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,5,90.24,85.71,5.00,94.74 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,5,82.93,80.00,14.29,84.21 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/soybean,bayes,cat,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,1,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,1,38.97,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,2,40.88,0.00,60.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,3,88.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,3,37.50,0.00,55.56,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,4,91.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,4,37.23,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,5,35.29,25.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,1,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,1,36.03,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,2,88.32,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,2,88.32,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,2,39.42,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,3,37.50,0.00,50.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,4,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,4,92.70,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,4,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,4,40.88,0.00,50.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,5,41.18,25.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,1,94.85,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,1,94.85,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,1,32.35,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,2,86.86,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,2,35.04,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,3,96.32,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,3,97.79,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,3,96.32,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,3,38.97,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,4,86.86,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,4,36.50,42.86,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,5,89.71,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,5,89.71,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,5,39.71,33.33,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,1,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,1,36.03,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,2,97.08,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,2,97.08,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,2,42.34,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,3,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,3,41.18,0.00,60.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,4,87.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,4,83.94,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,4,87.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,4,37.23,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,5,91.18,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,5,30.88,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,5,1,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,5,1,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,5,1,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,5,1,40.44,0.00,57.14,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,5,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,5,2,88.32,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,5,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,5,2,40.88,28.57,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,5,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,5,3,87.50,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,5,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,5,3,34.56,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,5,4,89.05,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,5,4,87.59,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,5,4,89.05,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,5,4,38.69,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,5,5,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,5,5,35.29,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,1,94.85,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,1,94.12,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,1,94.85,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,1,34.56,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,2,89.78,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,2,91.97,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,2,89.78,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,2,37.96,0.00,83.33,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,3,92.65,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,3,38.97,0.00,66.67,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,4,94.89,0.00,0.00,0.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,4,92.70,0.00,0.00,0.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,4,94.89,0.00,0.00,0.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,4,37.23,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,5,91.91,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,5,92.65,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,5,38.24,30.00,0.00,100.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,2,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,2,1,86.76,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,2,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,2,1,30.88,0.00,0.00,0.00 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q2s/soybean,nbk,tbin,charcoal-rot,547,136,3,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,5,38.24,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,1,95.59,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,1,32.35,0.00,66.67,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,4,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,4,2,87.59,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,4,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,4,2,41.61,25.00,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,3,87.50,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,3,36.03,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,4,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,4,4,43.07,23.08,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,5,89.71,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,5,85.29,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,5,89.71,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,5,38.24,0.00,80.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,1,88.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,1,37.50,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,2,85.40,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,2,39.42,0.00,80.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,3,38.97,40.00,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,4,92.70,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,4,42.34,0.00,60.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,5,92.65,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,5,33.82,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,1,93.38,0.00,0.00,0.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,1,91.18,0.00,0.00,0.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,1,93.38,0.00,0.00,0.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,1,39.71,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,2,95.62,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,2,95.62,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,2,37.96,0.00,66.67,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,3,96.32,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,3,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,3,96.32,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,3,36.03,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,4,89.05,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,4,89.05,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,4,43.07,28.57,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,5,89.71,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,5,94.12,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,5,89.71,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,5,34.56,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,1,86.03,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,1,41.18,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,2,94.16,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,2,41.61,25.00,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,3,31.62,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,4,87.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,4,87.59,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,4,87.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,4,32.12,0.00,60.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,5,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,5,38.24,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,1,94.85,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,1,94.85,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,2,89.78,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,2,87.59,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,2,89.78,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,2,40.88,40.00,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,3,96.32,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,3,96.32,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,3,40.44,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,4,91.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,4,94.16,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,4,91.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,4,37.96,0.00,66.67,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,5,88.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,5,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,5,88.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,5,35.29,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,4,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,4,1,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,4,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,4,1,43.38,0.00,60.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,4,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,4,2,88.32,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,4,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,4,2,32.85,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,4,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,4,3,29.41,0.00,66.67,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,4,4,94.89,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,4,4,37.23,0.00,71.43,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,4,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,4,5,85.29,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,4,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,4,5,39.71,30.00,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,1,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,1,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,1,38.97,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,2,88.32,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,2,35.04,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,3,87.50,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,3,37.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,4,95.62,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,4,95.62,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,4,36.50,0.00,75.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,5,94.12,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,5,37.50,0.00,75.00,0.00 /home/donaldb/var/weka/xval.31276 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/splice,bayes,cat,IE,2547,637,1,1,95.60,98.57,0.70,99.28 q2s/splice,j48,cat,IE,2547,637,1,1,93.56,95.52,5.88,93.43 q2s/splice,nbk,cat,IE,2547,637,1,1,95.60,98.57,0.70,99.28 q2s/splice,oneR,cat,IE,2547,637,1,1,24.18,100.00,47.77,1.42 q2s/splice,bayes,cat,IE,2546,638,1,2,95.61,98.11,2.14,98.11 q2s/splice,j48,cat,IE,2546,638,1,2,94.20,99.35,4.03,96.20 q2s/splice,nbk,cat,IE,2546,638,1,2,95.61,98.11,2.14,98.11 q2s/splice,oneR,cat,IE,2546,638,1,2,23.20,100.00,52.29,1.23 q2s/splice,bayes,cat,IE,2546,638,1,3,94.83,96.69,0.75,99.32 q2s/splice,j48,cat,IE,2546,638,1,3,92.95,97.99,4.93,95.42 q2s/splice,nbk,cat,IE,2546,638,1,3,94.83,96.69,0.75,99.32 q2s/splice,oneR,cat,IE,2546,638,1,3,22.41,100.00,52.05,1.94 q2s/splice,bayes,cat,IE,2546,638,1,4,94.51,97.16,1.34,98.56 q2s/splice,j48,cat,IE,2546,638,1,4,93.73,97.76,4.52,94.93 q2s/splice,nbk,cat,IE,2546,638,1,4,94.51,97.16,1.34,98.56 q2s/splice,oneR,cat,IE,2546,638,1,4,24.92,0.00,47.70,0.00 q2s/splice,bayes,cat,IE,2551,633,1,5,95.89,96.77,4.79,94.94 q2s/splice,j48,cat,IE,2551,633,1,5,93.84,98.63,7.47,91.72 q2s/splice,nbk,cat,IE,2551,633,1,5,95.89,96.77,4.79,94.94 q2s/splice,oneR,cat,IE,2551,633,1,5,26.38,100.00,49.70,0.61 q2s/splice,bayes,cat,IE,2551,637,2,1,94.82,96.99,0.78,99.38 q2s/splice,j48,cat,IE,2551,637,2,1,94.03,97.55,0.76,99.38 q2s/splice,nbk,cat,IE,2551,637,2,1,94.82,96.99,0.78,99.38 q2s/splice,oneR,cat,IE,2551,637,2,1,22.14,100.00,54.72,1.18 q2s/splice,bayes,cat,IE,2550,638,2,2,96.39,99.33,0.65,99.33 q2s/splice,j48,cat,IE,2550,638,2,2,92.95,98.58,6.10,93.29 q2s/splice,nbk,cat,IE,2550,638,2,2,96.39,99.33,0.65,99.33 q2s/splice,oneR,cat,IE,2550,638,2,2,25.55,100.00,47.88,2.00 q2s/splice,bayes,cat,IE,2550,638,2,3,95.14,95.77,2.45,97.14 q2s/splice,j48,cat,IE,2550,638,2,3,93.26,96.32,7.10,91.61 q2s/splice,nbk,cat,IE,2550,638,2,3,95.14,95.77,2.45,97.14 q2s/splice,oneR,cat,IE,2550,638,2,3,26.96,100.00,45.66,2.07 q2s/splice,bayes,cat,IE,2550,638,2,4,95.61,97.04,2.84,97.04 q2s/splice,j48,cat,IE,2550,638,2,4,94.98,97.06,4.17,95.65 q2s/splice,nbk,cat,IE,2550,638,2,4,95.61,97.04,2.84,97.04 q2s/splice,oneR,cat,IE,2550,638,2,4,22.57,0.00,49.83,0.00 q2s/splice,bayes,cat,IE,2551,637,2,5,95.76,97.44,2.65,97.44 q2s/splice,j48,cat,IE,2551,637,2,5,93.72,97.26,6.92,92.81 q2s/splice,nbk,cat,IE,2551,637,2,5,95.76,97.44,2.65,97.44 q2s/splice,oneR,cat,IE,2551,637,2,5,24.18,0.00,50.80,0.00 q2s/splice,bayes,cat,IE,2547,637,3,1,94.35,95.86,2.00,97.89 q2s/splice,j48,cat,IE,2547,637,3,1,92.46,97.76,7.36,91.61 q2s/splice,nbk,cat,IE,2547,637,3,1,94.35,95.86,2.00,97.89 q2s/splice,oneR,cat,IE,2547,637,3,1,25.43,100.00,47.56,0.68 q2s/splice,bayes,cat,IE,2546,638,3,2,96.08,97.89,0.74,99.29 q2s/splice,j48,cat,IE,2546,638,3,2,94.36,95.17,4.35,95.83 q2s/splice,nbk,cat,IE,2546,638,3,2,96.08,97.89,0.74,99.29 q2s/splice,oneR,cat,IE,2546,638,3,2,22.41,100.00,50.52,0.68 q2s/splice,bayes,cat,IE,2546,638,3,3,96.87,99.35,1.32,98.71 q2s/splice,j48,cat,IE,2546,638,3,3,93.57,97.37,5.26,94.87 q2s/splice,nbk,cat,IE,2546,638,3,3,96.87,99.35,1.32,98.71 q2s/splice,oneR,cat,IE,2546,638,3,3,24.45,100.00,50.65,2.50 q2s/splice,bayes,cat,IE,2546,638,3,4,94.83,97.42,3.14,96.79 q2s/splice,j48,cat,IE,2546,638,3,4,93.73,99.31,5.23,94.08 q2s/splice,nbk,cat,IE,2546,638,3,4,94.83,97.42,3.14,96.79 q2s/splice,oneR,cat,IE,2546,638,3,4,26.80,100.00,48.61,3.09 q2s/splice,bayes,cat,IE,2551,633,3,5,95.73,96.00,1.45,98.63 q2s/splice,j48,cat,IE,2551,633,3,5,94.47,98.54,6.00,93.75 q2s/splice,nbk,cat,IE,2551,633,3,5,95.73,96.00,1.45,98.63 q2s/splice,oneR,cat,IE,2551,633,3,5,23.06,100.00,50.51,0.67 q2s/splice,bayes,cat,IE,2551,637,4,1,94.51,97.39,1.91,98.03 q2s/splice,j48,cat,IE,2551,637,4,1,92.31,98.00,6.13,93.63 q2s/splice,nbk,cat,IE,2551,637,4,1,94.51,97.39,1.91,98.03 q2s/splice,oneR,cat,IE,2551,637,4,1,25.27,0.00,50.00,0.00 q2s/splice,bayes,cat,IE,2550,638,4,2,94.98,96.69,2.11,97.99 q2s/splice,j48,cat,IE,2550,638,4,2,93.73,99.28,3.92,95.83 q2s/splice,nbk,cat,IE,2550,638,4,2,94.98,96.69,2.11,97.99 q2s/splice,oneR,cat,IE,2550,638,4,2,24.61,100.00,48.85,0.67 q2s/splice,bayes,cat,IE,2550,638,4,3,97.02,98.00,1.32,98.66 q2s/splice,j48,cat,IE,2550,638,4,3,95.61,98.63,3.90,96.00 q2s/splice,nbk,cat,IE,2550,638,4,3,97.02,98.00,1.32,98.66 q2s/splice,oneR,cat,IE,2550,638,4,3,24.61,100.00,49.17,1.97 q2s/splice,bayes,cat,IE,2550,638,4,4,94.67,96.64,2.67,97.30 q2s/splice,j48,cat,IE,2550,638,4,4,94.04,98.63,4.46,95.36 q2s/splice,nbk,cat,IE,2550,638,4,4,94.67,96.64,2.67,97.30 q2s/splice,oneR,cat,IE,2550,638,4,4,24.61,100.00,49.68,1.29 q2s/splice,bayes,cat,IE,2551,637,4,5,95.29,96.62,2.26,97.95 q2s/splice,j48,cat,IE,2551,637,4,5,93.09,96.32,6.99,92.91 q2s/splice,nbk,cat,IE,2551,637,4,5,95.29,96.62,2.26,97.95 q2s/splice,oneR,cat,IE,2551,637,4,5,22.29,100.00,51.22,1.34 q2s/splice,bayes,cat,IE,2548,637,5,1,94.98,95.12,1.90,98.11 q2s/splice,j48,cat,IE,2548,637,5,1,93.25,93.75,3.18,96.77 q2s/splice,nbk,cat,IE,2548,637,5,1,94.98,95.12,1.90,98.11 q2s/splice,oneR,cat,IE,2548,637,5,1,26.22,0.00,50.00,0.00 q2s/splice,bayes,cat,IE,2547,638,5,2,96.24,98.75,1.34,98.75 q2s/splice,j48,cat,IE,2547,638,5,2,94.20,96.88,4.00,96.27 q2s/splice,nbk,cat,IE,2547,638,5,2,96.24,98.75,1.34,98.75 q2s/splice,oneR,cat,IE,2547,638,5,2,23.67,100.00,51.61,0.62 q2s/splice,bayes,cat,IE,2547,638,5,3,96.87,98.39,1.23,98.39 q2s/splice,j48,cat,IE,2547,638,5,3,93.10,96.67,4.29,94.31 q2s/splice,nbk,cat,IE,2547,638,5,3,96.87,98.39,1.23,98.39 q2s/splice,oneR,cat,IE,2547,638,5,3,26.33,100.00,43.15,1.56 q2s/splice,bayes,cat,IE,2547,638,5,4,93.57,95.07,2.72,97.12 q2s/splice,j48,cat,IE,2547,638,5,4,92.63,97.01,6.17,92.86 q2s/splice,nbk,cat,IE,2547,638,5,4,93.57,95.07,2.72,97.12 q2s/splice,oneR,cat,IE,2547,638,5,4,25.24,100.00,47.35,1.38 q2s/splice,bayes,cat,IE,2551,634,5,5,96.06,98.14,3.33,97.53 q2s/splice,j48,cat,IE,2551,634,5,5,94.64,96.97,3.33,97.56 q2s/splice,nbk,cat,IE,2551,634,5,5,96.06,98.14,3.33,97.53 q2s/splice,oneR,cat,IE,2551,634,5,5,19.72,100.00,57.19,1.81 q2s/splice,bayes,disctree,IE,2544,637,1,1,95.92,94.74,2.00,97.67 q2s/splice,j48,disctree,IE,2544,637,1,1,95.13,96.03,4.40,94.53 q2s/splice,nbk,disctree,IE,2544,637,1,1,95.92,94.74,2.00,97.67 q2s/splice,oneR,disctree,IE,2544,637,1,1,25.27,100.00,44.98,1.52 q2s/splice,bayes,disctree,IE,2543,638,1,2,94.67,96.95,0.00,100.00 q2s/splice,j48,disctree,IE,2543,638,1,2,94.83,99.36,4.70,95.71 q2s/splice,nbk,disctree,IE,2543,638,1,2,94.67,96.95,0.00,100.00 q2s/splice,oneR,disctree,IE,2543,638,1,2,23.35,100.00,53.04,1.19 q2s/splice,bayes,disctree,IE,2543,638,1,3,95.14,96.95,2.65,97.55 q2s/splice,j48,disctree,IE,2543,638,1,3,93.73,98.71,6.10,93.87 q2s/splice,nbk,disctree,IE,2543,638,1,3,95.14,96.95,2.65,97.55 q2s/splice,oneR,disctree,IE,2543,638,1,3,25.08,100.00,51.09,1.80 q2s/splice,bayes,disctree,IE,2543,638,1,4,95.30,98.57,3.23,96.50 q2s/splice,j48,disctree,IE,2543,638,1,4,90.75,100.00,12.43,85.21 q2s/splice,nbk,disctree,IE,2543,638,1,4,95.30,98.57,3.23,96.50 q2s/splice,oneR,disctree,IE,2543,638,1,4,24.14,0.00,48.67,0.00 q2s/splice,bayes,disctree,IE,2551,630,1,5,95.56,97.35,0.70,99.32 q2s/splice,j48,disctree,IE,2551,630,1,5,93.49,98.60,2.80,97.24 q2s/splice,nbk,disctree,IE,2551,630,1,5,95.56,97.35,0.70,99.32 q2s/splice,oneR,disctree,IE,2551,630,1,5,23.81,100.00,50.51,1.96 q2s/splice,bayes,disctree,IE,2546,637,2,1,96.08,97.95,3.82,96.62 q2s/splice,j48,disctree,IE,2546,637,2,1,94.51,98.59,6.57,93.96 q2s/splice,nbk,disctree,IE,2546,637,2,1,96.08,97.95,3.82,96.62 q2s/splice,oneR,disctree,IE,2546,637,2,1,21.04,100.00,53.05,1.99 q2s/splice,bayes,disctree,IE,2545,638,2,2,95.14,97.28,1.88,97.95 q2s/splice,j48,disctree,IE,2545,638,2,2,92.16,100.00,9.55,88.19 q2s/splice,nbk,disctree,IE,2545,638,2,2,95.14,97.28,1.88,97.95 q2s/splice,oneR,disctree,IE,2545,638,2,2,26.18,100.00,47.28,1.33 q2s/splice,bayes,disctree,IE,2545,638,2,3,94.67,97.35,2.10,98.00 q2s/splice,j48,disctree,IE,2545,638,2,3,92.95,98.57,7.10,92.62 q2s/splice,nbk,disctree,IE,2545,638,2,3,94.67,97.35,2.10,98.00 q2s/splice,oneR,disctree,IE,2545,638,2,3,23.67,100.00,50.50,0.65 q2s/splice,bayes,disctree,IE,2545,638,2,4,94.98,96.27,2.04,98.10 q2s/splice,j48,disctree,IE,2545,638,2,4,93.26,98.04,6.88,93.17 q2s/splice,nbk,disctree,IE,2545,638,2,4,94.98,96.27,2.04,98.10 q2s/splice,oneR,disctree,IE,2545,638,2,4,24.76,100.00,51.40,1.20 q2s/splice,bayes,disctree,IE,2551,632,2,5,95.89,94.56,0.66,99.29 q2s/splice,j48,disctree,IE,2551,632,2,5,95.73,96.50,2.48,97.18 q2s/splice,nbk,disctree,IE,2551,632,2,5,95.89,94.56,0.66,99.29 q2s/splice,oneR,disctree,IE,2551,632,2,5,26.11,100.00,46.73,1.38 q2s/splice,bayes,disctree,IE,2550,637,3,1,96.39,97.06,0.68,99.25 q2s/splice,j48,disctree,IE,2550,637,3,1,96.08,99.25,1.27,98.51 q2s/splice,nbk,disctree,IE,2550,637,3,1,96.39,97.06,0.68,99.25 q2s/splice,oneR,disctree,IE,2550,637,3,1,24.65,0.00,46.42,0.00 q2s/splice,bayes,disctree,IE,2549,638,3,2,96.24,97.60,2.24,98.19 q2s/splice,j48,disctree,IE,2549,638,3,2,94.36,100.00,4.23,96.34 q2s/splice,nbk,disctree,IE,2549,638,3,2,96.24,97.60,2.24,98.19 q2s/splice,oneR,disctree,IE,2549,638,3,2,21.63,100.00,54.93,0.60 q2s/splice,bayes,disctree,IE,2549,638,3,3,94.67,96.60,0.66,99.30 q2s/splice,j48,disctree,IE,2549,638,3,3,93.10,97.14,3.70,95.77 q2s/splice,nbk,disctree,IE,2549,638,3,3,94.67,96.60,0.66,99.30 q2s/splice,oneR,disctree,IE,2549,638,3,3,26.18,100.00,47.12,1.34 q2s/splice,bayes,disctree,IE,2549,638,3,4,94.36,96.95,2.11,98.15 q2s/splice,j48,disctree,IE,2549,638,3,4,92.95,96.10,8.44,91.93 q2s/splice,nbk,disctree,IE,2549,638,3,4,94.36,96.95,2.11,98.15 q2s/splice,oneR,disctree,IE,2549,638,3,4,23.67,100.00,52.70,1.19 q2s/splice,bayes,disctree,IE,2551,636,3,5,94.97,97.08,2.58,97.08 q2s/splice,j48,disctree,IE,2551,636,3,5,92.92,97.69,7.36,91.37 q2s/splice,nbk,disctree,IE,2551,636,3,5,94.97,97.08,2.58,97.08 q2s/splice,oneR,disctree,IE,2551,636,3,5,25.00,100.00,47.85,0.68 q2s/splice,bayes,disctree,IE,2546,637,4,1,95.45,97.97,0.66,99.32 q2s/splice,j48,disctree,IE,2546,637,4,1,94.19,95.95,2.61,97.26 q2s/splice,nbk,disctree,IE,2546,637,4,1,95.45,97.97,0.66,99.32 q2s/splice,oneR,disctree,IE,2546,637,4,1,24.96,100.00,48.86,1.32 q2s/splice,bayes,disctree,IE,2545,638,4,2,95.92,95.89,3.18,96.55 q2s/splice,j48,disctree,IE,2545,638,4,2,93.26,99.24,8.09,90.28 q2s/splice,nbk,disctree,IE,2545,638,4,2,95.92,95.89,3.18,96.55 q2s/splice,oneR,disctree,IE,2545,638,4,2,25.55,100.00,47.90,1.33 q2s/splice,bayes,disctree,IE,2545,638,4,3,94.98,97.33,0.74,99.32 q2s/splice,j48,disctree,IE,2545,638,4,3,92.01,99.26,13.21,86.54 q2s/splice,nbk,disctree,IE,2545,638,4,3,94.98,97.33,0.74,99.32 q2s/splice,oneR,disctree,IE,2545,638,4,3,22.73,100.00,52.16,0.63 q2s/splice,bayes,disctree,IE,2545,638,4,4,95.45,97.39,0.73,99.33 q2s/splice,j48,disctree,IE,2545,638,4,4,94.51,97.97,2.70,97.32 q2s/splice,nbk,disctree,IE,2545,638,4,4,95.45,97.39,0.73,99.33 q2s/splice,oneR,disctree,IE,2545,638,4,4,23.82,100.00,50.00,1.97 q2s/splice,bayes,disctree,IE,2551,632,4,5,96.20,97.39,2.05,98.03 q2s/splice,j48,disctree,IE,2551,632,4,5,93.67,97.28,3.36,96.62 q2s/splice,nbk,disctree,IE,2551,632,4,5,96.20,97.39,2.05,98.03 q2s/splice,oneR,disctree,IE,2551,632,4,5,24.53,100.00,50.00,2.58 q2s/splice,bayes,disctree,IE,2548,637,5,1,94.82,95.49,1.34,98.45 q2s/splice,j48,disctree,IE,2548,637,5,1,92.78,96.83,3.82,95.31 q2s/splice,nbk,disctree,IE,2548,637,5,1,94.82,95.49,1.34,98.45 q2s/splice,oneR,disctree,IE,2548,637,5,1,25.43,100.00,45.17,2.24 q2s/splice,bayes,disctree,IE,2547,638,5,2,94.20,97.37,5.33,94.87 q2s/splice,j48,disctree,IE,2547,638,5,2,93.89,97.32,6.92,92.95 q2s/splice,nbk,disctree,IE,2547,638,5,2,94.20,97.37,5.33,94.87 q2s/splice,oneR,disctree,IE,2547,638,5,2,24.61,100.00,50.48,1.88 q2s/splice,bayes,disctree,IE,2547,638,5,3,96.71,98.75,2.07,98.14 q2s/splice,j48,disctree,IE,2547,638,5,3,93.10,98.60,7.84,92.16 q2s/splice,nbk,disctree,IE,2547,638,5,3,96.71,98.75,2.07,98.14 q2s/splice,oneR,disctree,IE,2547,638,5,3,23.98,100.00,51.61,1.84 q2s/splice,bayes,disctree,IE,2547,638,5,4,95.45,96.77,0.72,99.34 q2s/splice,j48,disctree,IE,2547,638,5,4,92.16,97.26,5.59,94.67 q2s/splice,nbk,disctree,IE,2547,638,5,4,95.45,96.77,0.72,99.34 q2s/splice,oneR,disctree,IE,2547,638,5,4,22.73,100.00,52.00,0.64 q2s/splice,bayes,disctree,IE,2551,634,5,5,95.27,96.64,1.33,98.63 q2s/splice,j48,disctree,IE,2551,634,5,5,94.95,96.64,3.23,96.64 q2s/splice,nbk,disctree,IE,2551,634,5,5,95.27,96.64,1.33,98.63 q2s/splice,oneR,disctree,IE,2551,634,5,5,24.76,0.00,49.35,0.00 q2s/splice,bayes,tbin,IE,2549,637,1,1,95.92,98.59,2.08,97.90 q2s/splice,j48,tbin,IE,2549,637,1,1,94.03,96.53,4.17,95.86 q2s/splice,nbk,tbin,IE,2549,637,1,1,95.92,98.59,2.08,97.90 q2s/splice,oneR,tbin,IE,2549,637,1,1,23.55,100.00,50.00,2.00 q2s/splice,bayes,tbin,IE,2548,638,1,2,94.67,95.65,1.99,98.09 q2s/splice,j48,tbin,IE,2548,638,1,2,94.20,97.45,3.16,96.84 q2s/splice,nbk,tbin,IE,2548,638,1,2,94.67,95.65,1.99,98.09 q2s/splice,oneR,tbin,IE,2548,638,1,2,25.55,100.00,50.15,1.22 q2s/splice,bayes,tbin,IE,2548,638,1,3,95.92,99.38,2.19,98.17 q2s/splice,j48,tbin,IE,2548,638,1,3,94.20,99.38,4.90,95.78 q2s/splice,nbk,tbin,IE,2548,638,1,3,95.92,99.38,2.19,98.17 q2s/splice,oneR,tbin,IE,2548,638,1,3,21.94,100.00,55.16,0.58 q2s/splice,bayes,tbin,IE,2548,638,1,4,94.98,98.01,0.69,99.33 q2s/splice,j48,tbin,IE,2548,638,1,4,94.67,99.32,3.27,96.69 q2s/splice,nbk,tbin,IE,2548,638,1,4,94.98,98.01,0.69,99.33 q2s/splice,oneR,tbin,IE,2548,638,1,4,23.67,100.00,50.50,0.65 q2s/splice,bayes,tbin,IE,2551,635,1,5,95.28,95.35,1.89,97.62 q2s/splice,j48,tbin,IE,2551,635,1,5,94.33,97.41,5.23,92.62 q2s/splice,nbk,tbin,IE,2551,635,1,5,95.28,95.35,1.89,97.62 q2s/splice,oneR,tbin,IE,2551,635,1,5,26.77,100.00,42.81,2.34 q2s/splice,bayes,tbin,IE,2544,637,2,1,94.51,96.23,2.58,97.45 q2s/splice,j48,tbin,IE,2544,637,2,1,93.56,97.99,4.82,94.81 q2s/splice,nbk,tbin,IE,2544,637,2,1,94.51,96.23,2.58,97.45 q2s/splice,oneR,tbin,IE,2544,637,2,1,25.75,100.00,49.85,1.23 q2s/splice,bayes,tbin,IE,2543,638,2,2,94.98,95.92,1.90,97.92 q2s/splice,j48,tbin,IE,2543,638,2,2,93.73,97.87,4.82,94.52 q2s/splice,nbk,tbin,IE,2543,638,2,2,94.98,95.92,1.90,97.92 q2s/splice,oneR,tbin,IE,2543,638,2,2,27.12,100.00,46.52,2.65 q2s/splice,bayes,tbin,IE,2543,638,2,3,97.02,97.92,0.62,99.30 q2s/splice,j48,tbin,IE,2543,638,2,3,95.30,98.54,3.51,95.74 q2s/splice,nbk,tbin,IE,2543,638,2,3,97.02,97.92,0.62,99.30 q2s/splice,oneR,tbin,IE,2543,638,2,3,26.80,100.00,45.66,1.39 q2s/splice,bayes,tbin,IE,2543,638,2,4,96.39,98.67,3.01,97.37 q2s/splice,j48,tbin,IE,2543,638,2,4,94.51,97.42,3.08,97.42 q2s/splice,nbk,tbin,IE,2543,638,2,4,96.39,98.67,3.01,97.37 q2s/splice,oneR,tbin,IE,2543,638,2,4,20.85,100.00,54.04,1.28 q2s/splice,bayes,tbin,IE,2551,630,2,5,94.29,97.32,2.42,97.97 q2s/splice,j48,tbin,IE,2551,630,2,5,93.17,97.89,8.82,92.05 q2s/splice,nbk,tbin,IE,2551,630,2,5,94.29,97.32,2.42,97.97 q2s/splice,oneR,tbin,IE,2551,630,2,5,20.95,100.00,53.90,1.30 q2s/splice,bayes,tbin,IE,2546,637,3,1,95.45,97.44,1.92,98.06 q2s/splice,j48,tbin,IE,2546,637,3,1,94.03,96.73,2.50,97.37 q2s/splice,nbk,tbin,IE,2546,637,3,1,95.45,97.44,1.92,98.06 q2s/splice,oneR,tbin,IE,2546,637,3,1,25.43,100.00,49.69,0.62 q2s/splice,bayes,tbin,IE,2545,638,3,2,94.51,96.64,0.72,99.31 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q2s/splice,j48,tbin,IE,2546,637,4,1,94.51,97.39,6.37,93.71 q2s/splice,nbk,tbin,IE,2546,637,4,1,95.45,95.68,2.70,97.48 q2s/splice,oneR,tbin,IE,2546,637,4,1,24.80,100.00,50.79,1.23 q2s/splice,bayes,tbin,IE,2545,638,4,2,96.08,98.31,0.78,99.43 q2s/splice,j48,tbin,IE,2545,638,4,2,94.67,99.42,2.94,97.73 q2s/splice,nbk,tbin,IE,2545,638,4,2,96.08,98.31,0.78,99.43 q2s/splice,oneR,tbin,IE,2545,638,4,2,21.47,100.00,56.91,1.67 q2s/splice,bayes,tbin,IE,2545,638,4,3,94.98,95.80,1.24,98.28 q2s/splice,j48,tbin,IE,2545,638,4,3,94.51,96.69,3.03,95.90 q2s/splice,nbk,tbin,IE,2545,638,4,3,94.98,95.80,1.24,98.28 q2s/splice,oneR,tbin,IE,2545,638,4,3,26.18,100.00,42.56,0.81 q2s/splice,bayes,tbin,IE,2545,638,4,4,95.30,96.83,3.82,95.31 q2s/splice,j48,tbin,IE,2545,638,4,4,93.89,94.49,3.85,95.24 q2s/splice,nbk,tbin,IE,2545,638,4,4,95.30,96.83,3.82,95.31 q2s/splice,oneR,tbin,IE,2545,638,4,4,25.39,100.00,44.86,0.76 q2s/splice,bayes,tbin,IE,2551,632,4,5,95.25,98.17,0.71,99.38 q2s/splice,j48,tbin,IE,2551,632,4,5,93.67,98.70,6.41,93.83 q2s/splice,nbk,tbin,IE,2551,632,4,5,95.25,98.17,0.71,99.38 q2s/splice,oneR,tbin,IE,2551,632,4,5,24.05,100.00,52.40,1.80 q2s/splice,bayes,tbin,IE,2550,637,5,1,95.76,97.59,3.87,96.43 q2s/splice,j48,tbin,IE,2550,637,5,1,93.25,98.69,8.28,91.52 q2s/splice,nbk,tbin,IE,2550,637,5,1,95.76,97.59,3.87,96.43 q2s/splice,oneR,tbin,IE,2550,637,5,1,25.27,100.00,51.52,1.17 q2s/splice,bayes,tbin,IE,2549,638,5,2,96.87,98.05,1.36,98.69 q2s/splice,j48,tbin,IE,2549,638,5,2,94.67,98.03,4.64,95.51 q2s/splice,nbk,tbin,IE,2549,638,5,2,96.87,98.05,1.36,98.69 q2s/splice,oneR,tbin,IE,2549,638,5,2,23.98,100.00,50.82,1.90 q2s/splice,bayes,tbin,IE,2549,638,5,3,94.83,97.69,2.21,97.69 q2s/splice,j48,tbin,IE,2549,638,5,3,93.26,99.17,6.80,92.25 q2s/splice,nbk,tbin,IE,2549,638,5,3,94.83,97.69,2.21,97.69 q2s/splice,oneR,tbin,IE,2549,638,5,3,22.10,100.00,48.72,0.75 q2s/splice,bayes,tbin,IE,2549,638,5,4,94.67,95.10,0.64,99.27 q2s/splice,j48,tbin,IE,2549,638,5,4,94.04,100.00,3.61,95.59 q2s/splice,nbk,tbin,IE,2549,638,5,4,94.67,95.10,0.64,99.27 q2s/splice,oneR,tbin,IE,2549,638,5,4,26.33,100.00,46.13,0.69 q2s/splice,bayes,tbin,IE,2551,636,5,5,95.13,95.60,2.13,98.06 q2s/splice,j48,tbin,IE,2551,636,5,5,94.65,98.03,3.31,96.75 q2s/splice,nbk,tbin,IE,2551,636,5,5,95.13,95.60,2.13,98.06 q2s/splice,oneR,tbin,IE,2551,636,5,5,23.74,100.00,51.46,0.62 q2s/splice,bayes,fayyadIrani,IE,2550,637,1,1,95.76,98.69,0.70,99.34 q2s/splice,j48,fayyadIrani,IE,2550,637,1,1,93.09,99.32,4.61,95.45 q2s/splice,nbk,fayyadIrani,IE,2550,637,1,1,95.76,98.69,0.70,99.34 q2s/splice,oneR,fayyadIrani,IE,2550,637,1,1,24.02,100.00,50.82,1.90 q2s/splice,bayes,fayyadIrani,IE,2549,638,1,2,96.24,99.29,2.00,97.90 q2s/splice,j48,fayyadIrani,IE,2549,638,1,2,94.04,99.26,5.10,94.41 q2s/splice,nbk,fayyadIrani,IE,2549,638,1,2,96.24,99.29,2.00,97.90 q2s/splice,oneR,fayyadIrani,IE,2549,638,1,2,23.98,100.00,49.33,1.34 q2s/splice,bayes,fayyadIrani,IE,2549,638,1,3,95.45,96.82,1.35,98.70 q2s/splice,j48,fayyadIrani,IE,2549,638,1,3,94.83,97.39,2.65,97.39 q2s/splice,nbk,fayyadIrani,IE,2549,638,1,3,95.45,96.82,1.35,98.70 q2s/splice,oneR,fayyadIrani,IE,2549,638,1,3,24.61,100.00,50.00,1.27 q2s/splice,bayes,fayyadIrani,IE,2549,638,1,4,94.98,97.40,1.36,98.68 q2s/splice,j48,fayyadIrani,IE,2549,638,1,4,95.77,99.33,3.29,96.73 q2s/splice,nbk,fayyadIrani,IE,2549,638,1,4,94.98,97.40,1.36,98.68 q2s/splice,oneR,fayyadIrani,IE,2549,638,1,4,23.98,100.00,50.81,0.63 q2s/splice,bayes,fayyadIrani,IE,2551,636,1,5,94.34,93.10,3.36,96.43 q2s/splice,j48,fayyadIrani,IE,2551,636,1,5,92.14,95.52,6.92,92.09 q2s/splice,nbk,fayyadIrani,IE,2551,636,1,5,94.34,93.10,3.36,96.43 q2s/splice,oneR,fayyadIrani,IE,2551,636,1,5,25.31,100.00,47.18,1.39 q2s/splice,bayes,fayyadIrani,IE,2548,637,2,1,96.08,96.43,1.37,98.54 q2s/splice,j48,fayyadIrani,IE,2548,637,2,1,94.35,97.71,5.23,94.12 q2s/splice,nbk,fayyadIrani,IE,2548,637,2,1,96.08,96.43,1.37,98.54 q2s/splice,oneR,fayyadIrani,IE,2548,637,2,1,24.02,100.00,47.95,0.71 q2s/splice,bayes,fayyadIrani,IE,2547,638,2,2,95.14,94.67,1.96,97.93 q2s/splice,j48,fayyadIrani,IE,2547,638,2,2,93.89,96.55,4.91,94.59 q2s/splice,nbk,fayyadIrani,IE,2547,638,2,2,95.14,94.67,1.96,97.93 q2s/splice,oneR,fayyadIrani,IE,2547,638,2,2,25.86,100.00,47.25,1.35 q2s/splice,bayes,fayyadIrani,IE,2547,638,2,3,95.77,98.65,1.33,98.65 q2s/splice,j48,fayyadIrani,IE,2547,638,2,3,92.16,99.25,10.24,88.59 q2s/splice,nbk,fayyadIrani,IE,2547,638,2,3,95.77,98.65,1.33,98.65 q2s/splice,oneR,fayyadIrani,IE,2547,638,2,3,23.98,100.00,50.65,1.27 q2s/splice,bayes,fayyadIrani,IE,2547,638,2,4,95.92,98.20,2.82,97.62 q2s/splice,j48,fayyadIrani,IE,2547,638,2,4,93.57,97.63,4.20,96.49 q2s/splice,nbk,fayyadIrani,IE,2547,638,2,4,95.92,98.20,2.82,97.62 q2s/splice,oneR,fayyadIrani,IE,2547,638,2,4,22.57,100.00,54.75,0.57 q2s/splice,bayes,fayyadIrani,IE,2551,634,2,5,95.43,97.28,1.41,98.62 q2s/splice,j48,fayyadIrani,IE,2551,634,2,5,95.27,99.25,6.83,92.36 q2s/splice,nbk,fayyadIrani,IE,2551,634,2,5,95.43,97.28,1.41,98.62 q2s/splice,oneR,fayyadIrani,IE,2551,634,2,5,24.45,100.00,48.83,1.35 q2s/splice,bayes,fayyadIrani,IE,2548,637,3,1,95.13,95.54,0.70,99.34 q2s/splice,j48,fayyadIrani,IE,2548,637,3,1,92.15,99.22,10.78,87.67 q2s/splice,nbk,fayyadIrani,IE,2548,637,3,1,95.13,95.54,0.70,99.34 q2s/splice,oneR,fayyadIrani,IE,2548,637,3,1,24.49,100.00,49.67,1.95 q2s/splice,bayes,fayyadIrani,IE,2547,638,3,2,96.55,95.24,1.18,98.59 q2s/splice,j48,fayyadIrani,IE,2547,638,3,2,94.20,95.74,4.02,95.07 q2s/splice,nbk,fayyadIrani,IE,2547,638,3,2,96.55,95.24,1.18,98.59 q2s/splice,oneR,fayyadIrani,IE,2547,638,3,2,28.21,100.00,44.51,2.07 q2s/splice,bayes,fayyadIrani,IE,2547,638,3,3,94.67,97.32,4.67,95.39 q2s/splice,j48,fayyadIrani,IE,2547,638,3,3,92.63,96.55,6.58,93.33 q2s/splice,nbk,fayyadIrani,IE,2547,638,3,3,94.67,97.32,4.67,95.39 q2s/splice,oneR,fayyadIrani,IE,2547,638,3,3,23.98,100.00,50.49,1.28 q2s/splice,bayes,fayyadIrani,IE,2547,638,3,4,95.45,98.68,1.43,98.68 q2s/splice,j48,fayyadIrani,IE,2547,638,3,4,93.57,99.32,6.04,94.16 q2s/splice,nbk,fayyadIrani,IE,2547,638,3,4,95.45,98.68,1.43,98.68 q2s/splice,oneR,fayyadIrani,IE,2547,638,3,4,22.73,100.00,52.16,0.63 q2s/splice,bayes,fayyadIrani,IE,2551,634,3,5,94.95,97.96,2.27,97.96 q2s/splice,j48,fayyadIrani,IE,2551,634,3,5,94.79,98.59,6.21,93.96 q2s/splice,nbk,fayyadIrani,IE,2551,634,3,5,94.95,97.96,2.27,97.96 q2s/splice,oneR,fayyadIrani,IE,2551,634,3,5,22.24,100.00,52.22,0.65 q2s/splice,bayes,fayyadIrani,IE,2548,637,4,1,95.76,97.45,2.94,97.45 q2s/splice,j48,fayyadIrani,IE,2548,637,4,1,94.82,97.42,6.16,94.38 q2s/splice,nbk,fayyadIrani,IE,2548,637,4,1,95.76,97.45,2.94,97.45 q2s/splice,oneR,fayyadIrani,IE,2548,637,4,1,22.61,100.00,53.29,1.22 q2s/splice,bayes,fayyadIrani,IE,2547,638,4,2,95.61,96.77,0.76,99.34 q2s/splice,j48,fayyadIrani,IE,2547,638,4,2,94.83,100.00,4.83,95.42 q2s/splice,nbk,fayyadIrani,IE,2547,638,4,2,95.61,96.77,0.76,99.34 q2s/splice,oneR,fayyadIrani,IE,2547,638,4,2,22.57,100.00,52.04,1.92 q2s/splice,bayes,fayyadIrani,IE,2547,638,4,3,94.36,96.18,2.67,96.92 q2s/splice,j48,fayyadIrani,IE,2547,638,4,3,94.83,98.45,3.95,95.49 q2s/splice,nbk,fayyadIrani,IE,2547,638,4,3,94.36,96.18,2.67,96.92 q2s/splice,oneR,fayyadIrani,IE,2547,638,4,3,24.61,100.00,46.15,2.22 q2s/splice,bayes,fayyadIrani,IE,2547,638,4,4,96.39,98.67,2.45,97.37 q2s/splice,j48,fayyadIrani,IE,2547,638,4,4,94.36,97.97,3.05,96.67 q2s/splice,nbk,fayyadIrani,IE,2547,638,4,4,96.39,98.67,2.45,97.37 q2s/splice,oneR,fayyadIrani,IE,2547,638,4,4,26.33,100.00,47.96,1.29 q2s/splice,bayes,fayyadIrani,IE,2551,634,4,5,94.64,96.13,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2551,634,4,5,94.48,99.31,3.03,96.62 q2s/splice,nbk,fayyadIrani,IE,2551,634,4,5,94.64,96.13,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2551,634,4,5,25.71,100.00,48.89,1.28 q2s/splice,bayes,fayyadIrani,IE,2552,637,5,1,95.29,98.52,4.05,95.68 q2s/splice,j48,fayyadIrani,IE,2552,637,5,1,94.51,99.24,8.23,90.97 q2s/splice,nbk,fayyadIrani,IE,2552,637,5,1,95.29,98.52,4.05,95.68 q2s/splice,oneR,fayyadIrani,IE,2552,637,5,1,23.39,100.00,49.83,0.68 q2s/splice,bayes,fayyadIrani,IE,2551,638,5,2,95.14,96.10,1.32,98.67 q2s/splice,j48,fayyadIrani,IE,2551,638,5,2,94.20,96.73,1.92,98.01 q2s/splice,nbk,fayyadIrani,IE,2551,638,5,2,95.14,96.10,1.32,98.67 q2s/splice,oneR,fayyadIrani,IE,2551,638,5,2,25.55,100.00,48.56,1.30 q2s/splice,bayes,fayyadIrani,IE,2551,638,5,3,95.45,96.79,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2551,638,5,3,95.30,98.66,2.70,97.35 q2s/splice,nbk,fayyadIrani,IE,2551,638,5,3,95.45,96.79,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2551,638,5,3,24.14,100.00,50.33,1.92 q2s/splice,bayes,fayyadIrani,IE,2551,638,5,4,94.98,98.00,3.09,96.71 q2s/splice,j48,fayyadIrani,IE,2551,638,5,4,93.57,99.30,8.57,90.38 q2s/splice,nbk,fayyadIrani,IE,2551,638,5,4,94.98,98.00,3.09,96.71 q2s/splice,oneR,fayyadIrani,IE,2551,638,5,4,26.18,100.00,48.59,1.90 q2s/splice,bayes,fayyadIrani,IE,2551,638,5,5,96.55,96.75,0.74,99.33 q2s/splice,j48,fayyadIrani,IE,2551,638,5,5,92.79,95.86,3.55,96.53 q2s/splice,nbk,fayyadIrani,IE,2551,638,5,5,96.55,96.75,0.74,99.33 q2s/splice,oneR,fayyadIrani,IE,2551,638,5,5,22.57,100.00,51.36,0.66 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/vote,bayes,cat,republican,348,86,1,1,93.02,91.43,5.88,91.43 t2z/vote,j48,cat,republican,348,86,1,1,98.84,100.00,1.92,97.14 t2z/vote,nbk,cat,republican,348,86,1,1,93.02,91.43,5.88,91.43 t2z/vote,oneR,cat,republican,348,86,1,1,96.51,94.44,2.00,97.14 t2z/vote,bayes,cat,republican,347,87,1,2,86.21,77.14,7.69,87.10 t2z/vote,j48,cat,republican,347,87,1,2,95.40,93.55,3.57,93.55 t2z/vote,nbk,cat,republican,347,87,1,2,86.21,77.14,7.69,87.10 t2z/vote,oneR,cat,republican,347,87,1,2,96.55,91.18,0.00,100.00 t2z/vote,bayes,cat,republican,347,87,1,3,89.66,83.33,5.88,90.91 t2z/vote,j48,cat,republican,347,87,1,3,90.80,85.71,5.77,90.91 t2z/vote,nbk,cat,republican,347,87,1,3,89.66,83.33,5.88,90.91 t2z/vote,oneR,cat,republican,347,87,1,3,90.80,83.78,4.00,93.94 t2z/vote,bayes,cat,republican,347,87,1,4,88.51,80.49,4.35,94.29 t2z/vote,j48,cat,republican,347,87,1,4,98.85,100.00,1.89,97.14 t2z/vote,nbk,cat,republican,347,87,1,4,88.51,80.49,4.35,94.29 t2z/vote,oneR,cat,republican,347,87,1,4,96.55,94.44,1.96,97.14 t2z/vote,bayes,cat,republican,347,87,1,5,93.10,86.49,2.00,96.97 t2z/vote,j48,cat,republican,347,87,1,5,97.70,96.97,1.85,96.97 t2z/vote,nbk,cat,republican,347,87,1,5,93.10,86.49,2.00,96.97 t2z/vote,oneR,cat,republican,347,87,1,5,97.70,96.97,1.85,96.97 t2z/vote,bayes,cat,republican,349,86,2,1,91.86,88.89,6.00,91.43 t2z/vote,j48,cat,republican,349,86,2,1,95.35,96.97,5.66,91.43 t2z/vote,nbk,cat,republican,349,86,2,1,91.86,88.89,6.00,91.43 t2z/vote,oneR,cat,republican,349,86,2,1,95.35,94.29,3.92,94.29 t2z/vote,bayes,cat,republican,348,87,2,2,87.36,79.41,7.55,87.10 t2z/vote,j48,cat,republican,348,87,2,2,97.70,96.77,1.79,96.77 t2z/vote,nbk,cat,republican,348,87,2,2,87.36,79.41,7.55,87.10 t2z/vote,oneR,cat,republican,348,87,2,2,96.55,93.75,1.82,96.77 t2z/vote,bayes,cat,republican,348,87,2,3,90.80,81.58,2.04,96.88 t2z/vote,j48,cat,republican,348,87,2,3,97.70,94.12,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,2,3,90.80,81.58,2.04,96.88 t2z/vote,oneR,cat,republican,348,87,2,3,95.40,88.89,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,4,89.66,82.05,4.17,94.12 t2z/vote,j48,cat,republican,348,87,2,4,95.40,94.12,3.77,94.12 t2z/vote,nbk,cat,republican,348,87,2,4,89.66,82.05,4.17,94.12 t2z/vote,oneR,cat,republican,348,87,2,4,94.25,91.43,3.85,94.12 t2z/vote,bayes,cat,republican,348,87,2,5,91.95,86.84,4.08,94.29 t2z/vote,j48,cat,republican,348,87,2,5,96.55,97.06,3.77,94.29 t2z/vote,nbk,cat,republican,348,87,2,5,91.95,86.84,4.08,94.29 t2z/vote,oneR,cat,republican,348,87,2,5,96.55,92.11,0.00,100.00 t2z/vote,bayes,cat,republican,349,86,3,1,89.53,81.82,2.38,97.30 t2z/vote,j48,cat,republican,349,86,3,1,96.51,92.50,0.00,100.00 t2z/vote,nbk,cat,republican,349,86,3,1,89.53,81.82,2.38,97.30 t2z/vote,oneR,cat,republican,349,86,3,1,94.19,88.10,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,2,86.21,77.78,4.76,94.59 t2z/vote,j48,cat,republican,348,87,3,2,95.40,94.59,4.00,94.59 t2z/vote,nbk,cat,republican,348,87,3,2,86.21,77.78,4.76,94.59 t2z/vote,oneR,cat,republican,348,87,3,2,94.25,88.10,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,3,89.66,79.31,5.17,88.46 t2z/vote,j48,cat,republican,348,87,3,3,97.70,96.15,1.64,96.15 t2z/vote,nbk,cat,republican,348,87,3,3,89.66,79.31,5.17,88.46 t2z/vote,oneR,cat,republican,348,87,3,3,96.55,92.59,1.67,96.15 t2z/vote,bayes,cat,republican,348,87,3,4,89.66,86.67,8.77,83.87 t2z/vote,j48,cat,republican,348,87,3,4,96.55,100.00,5.08,90.32 t2z/vote,nbk,cat,republican,348,87,3,4,89.66,86.67,8.77,83.87 t2z/vote,oneR,cat,republican,348,87,3,4,96.55,100.00,5.08,90.32 t2z/vote,bayes,cat,republican,348,87,3,5,93.10,94.29,7.69,89.19 t2z/vote,j48,cat,republican,348,87,3,5,96.55,97.22,3.92,94.59 t2z/vote,nbk,cat,republican,348,87,3,5,93.10,94.29,7.69,89.19 t2z/vote,oneR,cat,republican,348,87,3,5,96.55,94.74,2.04,97.30 t2z/vote,bayes,cat,republican,349,86,4,1,86.05,64.29,3.45,90.00 t2z/vote,j48,cat,republican,349,86,4,1,94.19,82.61,1.59,95.00 t2z/vote,nbk,cat,republican,349,86,4,1,86.05,64.29,3.45,90.00 t2z/vote,oneR,cat,republican,349,86,4,1,91.86,76.00,1.64,95.00 t2z/vote,bayes,cat,republican,348,87,4,2,93.10,87.88,3.70,93.55 t2z/vote,j48,cat,republican,348,87,4,2,97.70,100.00,3.45,93.55 t2z/vote,nbk,cat,republican,348,87,4,2,93.10,87.88,3.70,93.55 t2z/vote,oneR,cat,republican,348,87,4,2,97.70,93.94,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,4,3,88.51,85.71,9.62,85.71 t2z/vote,j48,cat,republican,348,87,4,3,96.55,100.00,5.45,91.43 t2z/vote,nbk,cat,republican,348,87,4,3,88.51,85.71,9.62,85.71 t2z/vote,oneR,cat,republican,348,87,4,3,95.40,96.97,5.56,91.43 t2z/vote,bayes,cat,republican,348,87,4,4,90.80,84.44,2.38,97.44 t2z/vote,j48,cat,republican,348,87,4,4,98.85,97.50,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,4,4,90.80,84.44,2.38,97.44 t2z/vote,oneR,cat,republican,348,87,4,4,97.70,95.12,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,4,5,91.95,92.68,8.70,90.48 t2z/vote,j48,cat,republican,348,87,4,5,95.40,93.18,2.33,97.62 t2z/vote,nbk,cat,republican,348,87,4,5,91.95,92.68,8.70,90.48 t2z/vote,oneR,cat,republican,348,87,4,5,95.40,93.18,2.33,97.62 t2z/vote,bayes,cat,republican,349,86,5,1,87.21,80.43,5.00,94.87 t2z/vote,j48,cat,republican,349,86,5,1,95.35,90.70,0.00,100.00 t2z/vote,nbk,cat,republican,349,86,5,1,87.21,80.43,5.00,94.87 t2z/vote,oneR,cat,republican,349,86,5,1,94.19,88.64,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,5,2,91.95,87.50,4.26,94.59 t2z/vote,j48,cat,republican,348,87,5,2,96.55,97.22,3.92,94.59 t2z/vote,nbk,cat,republican,348,87,5,2,91.95,87.50,4.26,94.59 t2z/vote,oneR,cat,republican,348,87,5,2,93.10,89.74,4.17,94.59 t2z/vote,bayes,cat,republican,348,87,5,3,90.80,75.86,1.72,95.65 t2z/vote,j48,cat,republican,348,87,5,3,96.55,95.45,3.08,91.30 t2z/vote,nbk,cat,republican,348,87,5,3,90.80,75.86,1.72,95.65 t2z/vote,oneR,cat,republican,348,87,5,3,98.85,95.83,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,5,4,88.51,84.85,9.26,84.85 t2z/vote,j48,cat,republican,348,87,5,4,93.10,100.00,10.00,81.82 t2z/vote,nbk,cat,republican,348,87,5,4,88.51,84.85,9.26,84.85 t2z/vote,oneR,cat,republican,348,87,5,4,95.40,96.77,5.36,90.91 t2z/vote,bayes,cat,republican,348,87,5,5,91.95,89.19,6.00,91.67 t2z/vote,j48,cat,republican,348,87,5,5,96.55,92.31,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,5,5,91.95,89.19,6.00,91.67 t2z/vote,oneR,cat,republican,348,87,5,5,96.55,92.31,0.00,100.00 t2z/vote,bayes,disctree,republican,349,86,1,1,93.02,87.23,0.00,100.00 t2z/vote,j48,disctree,republican,349,86,1,1,98.84,97.62,0.00,100.00 t2z/vote,nbk,disctree,republican,349,86,1,1,93.02,87.23,0.00,100.00 t2z/vote,oneR,disctree,republican,349,86,1,1,97.67,95.35,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,2,91.95,87.50,5.45,90.32 t2z/vote,j48,disctree,republican,348,87,1,2,97.70,93.94,0.00,100.00 t2z/vote,nbk,disctree,republican,348,87,1,2,91.95,87.50,5.45,90.32 t2z/vote,oneR,disctree,republican,348,87,1,2,97.70,93.94,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,3,93.10,85.71,3.39,92.31 t2z/vote,j48,disctree,republican,348,87,1,3,97.70,96.15,1.64,96.15 t2z/vote,nbk,disctree,republican,348,87,1,3,93.10,85.71,3.39,92.31 t2z/vote,oneR,disctree,republican,348,87,1,3,97.70,92.86,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,4,82.76,76.92,12.50,83.33 t2z/vote,j48,disctree,republican,348,87,1,4,93.10,100.00,10.53,83.33 t2z/vote,nbk,disctree,republican,348,87,1,4,82.76,76.92,12.50,83.33 t2z/vote,oneR,disctree,republican,348,87,1,4,91.95,91.43,7.69,88.89 t2z/vote,bayes,disctree,republican,348,87,1,5,89.66,83.78,6.00,91.18 t2z/vote,j48,disctree,republican,348,87,1,5,96.55,94.29,1.92,97.06 t2z/vote,nbk,disctree,republican,348,87,1,5,89.66,83.78,6.00,91.18 t2z/vote,oneR,disctree,republican,348,87,1,5,93.10,86.84,2.04,97.06 t2z/vote,bayes,disctree,republican,349,86,2,1,93.02,92.86,6.90,86.67 t2z/vote,j48,disctree,republican,349,86,2,1,96.51,96.55,3.51,93.33 t2z/vote,nbk,disctree,republican,349,86,2,1,93.02,92.86,6.90,86.67 t2z/vote,oneR,disctree,republican,349,86,2,1,95.35,93.33,3.57,93.33 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t2z/vote,oneR,fayyadIrani,republican,348,87,2,2,96.55,91.18,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,2,3,89.66,81.58,4.08,93.94 t2z/vote,j48,fayyadIrani,republican,348,87,2,3,100.00,100.00,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,2,3,89.66,81.58,4.08,93.94 t2z/vote,oneR,fayyadIrani,republican,348,87,2,3,97.70,94.29,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,2,4,91.95,88.89,5.88,91.43 t2z/vote,j48,fayyadIrani,republican,348,87,2,4,96.55,97.06,3.77,94.29 t2z/vote,nbk,fayyadIrani,republican,348,87,2,4,91.95,88.89,5.88,91.43 t2z/vote,oneR,fayyadIrani,republican,348,87,2,4,95.40,91.89,2.00,97.14 t2z/vote,bayes,fayyadIrani,republican,348,87,2,5,94.25,88.57,1.92,96.88 t2z/vote,j48,fayyadIrani,republican,348,87,2,5,98.85,100.00,1.79,96.88 t2z/vote,nbk,fayyadIrani,republican,348,87,2,5,94.25,88.57,1.92,96.88 t2z/vote,oneR,fayyadIrani,republican,348,87,2,5,97.70,94.12,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,349,86,3,1,87.21,78.05,4.44,94.12 t2z/vote,j48,fayyadIrani,republican,349,86,3,1,95.35,94.12,3.85,94.12 t2z/vote,nbk,fayyadIrani,republican,349,86,3,1,87.21,78.05,4.44,94.12 t2z/vote,oneR,fayyadIrani,republican,349,86,3,1,96.51,94.29,1.96,97.06 t2z/vote,bayes,fayyadIrani,republican,348,87,3,2,86.21,81.58,10.20,86.11 t2z/vote,j48,fayyadIrani,republican,348,87,3,2,91.95,89.19,6.00,91.67 t2z/vote,nbk,fayyadIrani,republican,348,87,3,2,86.21,81.58,10.20,86.11 t2z/vote,oneR,fayyadIrani,republican,348,87,3,2,93.10,85.71,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,3,3,93.10,90.32,5.36,90.32 t2z/vote,j48,fayyadIrani,republican,348,87,3,3,97.70,100.00,3.45,93.55 t2z/vote,nbk,fayyadIrani,republican,348,87,3,3,93.10,90.32,5.36,90.32 t2z/vote,oneR,fayyadIrani,republican,348,87,3,3,95.40,93.55,3.57,93.55 t2z/vote,bayes,fayyadIrani,republican,348,87,3,4,94.25,89.74,2.08,97.22 t2z/vote,j48,fayyadIrani,republican,348,87,3,4,98.85,100.00,1.92,97.22 t2z/vote,nbk,fayyadIrani,republican,348,87,3,4,94.25,89.74,2.08,97.22 t2z/vote,oneR,fayyadIrani,republican,348,87,3,4,97.70,97.22,1.96,97.22 t2z/vote,bayes,fayyadIrani,republican,348,87,3,5,88.51,80.00,5.77,90.32 t2z/vote,j48,fayyadIrani,republican,348,87,3,5,97.70,96.77,1.79,96.77 t2z/vote,nbk,fayyadIrani,republican,348,87,3,5,88.51,80.00,5.77,90.32 t2z/vote,oneR,fayyadIrani,republican,348,87,3,5,95.40,90.91,1.85,96.77 t2z/vote,bayes,fayyadIrani,republican,348,86,4,1,87.21,81.58,8.33,88.57 t2z/vote,j48,fayyadIrani,republican,348,86,4,1,96.51,97.06,3.85,94.29 t2z/vote,nbk,fayyadIrani,republican,348,86,4,1,87.21,81.58,8.33,88.57 t2z/vote,oneR,fayyadIrani,republican,348,86,4,1,96.51,92.11,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,347,87,4,2,91.95,81.58,0.00,100.00 t2z/vote,j48,fayyadIrani,republican,347,87,4,2,97.70,93.94,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,347,87,4,2,91.95,81.58,0.00,100.00 t2z/vote,oneR,fayyadIrani,republican,347,87,4,2,96.55,91.18,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,347,87,4,3,93.10,91.67,5.88,91.67 t2z/vote,j48,fayyadIrani,republican,347,87,4,3,94.25,96.97,7.41,88.89 t2z/vote,nbk,fayyadIrani,republican,347,87,4,3,93.10,91.67,5.88,91.67 t2z/vote,oneR,fayyadIrani,republican,347,87,4,3,93.10,94.12,7.55,88.89 t2z/vote,bayes,fayyadIrani,republican,347,87,4,4,85.06,75.00,7.84,87.10 t2z/vote,j48,fayyadIrani,republican,347,87,4,4,94.25,88.24,1.89,96.77 t2z/vote,nbk,fayyadIrani,republican,347,87,4,4,85.06,75.00,7.84,87.10 t2z/vote,oneR,fayyadIrani,republican,347,87,4,4,94.25,88.24,1.89,96.77 t2z/vote,bayes,fayyadIrani,republican,347,87,4,5,91.95,88.57,5.77,91.18 t2z/vote,j48,fayyadIrani,republican,347,87,4,5,97.70,94.44,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,347,87,4,5,91.95,88.57,5.77,91.18 t2z/vote,oneR,fayyadIrani,republican,347,87,4,5,97.70,94.44,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,349,86,5,1,89.53,83.78,6.12,91.18 t2z/vote,j48,fayyadIrani,republican,349,86,5,1,95.35,96.88,5.56,91.18 t2z/vote,nbk,fayyadIrani,republican,349,86,5,1,89.53,83.78,6.12,91.18 t2z/vote,oneR,fayyadIrani,republican,349,86,5,1,91.86,86.49,4.08,94.12 t2z/vote,bayes,fayyadIrani,republican,348,87,5,2,88.51,87.88,11.11,82.86 t2z/vote,j48,fayyadIrani,republican,348,87,5,2,98.85,100.00,1.89,97.14 t2z/vote,nbk,fayyadIrani,republican,348,87,5,2,88.51,87.88,11.11,82.86 t2z/vote,oneR,fayyadIrani,republican,348,87,5,2,100.00,100.00,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,5,3,89.66,85.00,6.38,91.89 t2z/vote,j48,fayyadIrani,republican,348,87,5,3,95.40,94.59,4.00,94.59 t2z/vote,nbk,fayyadIrani,republican,348,87,5,3,89.66,85.00,6.38,91.89 t2z/vote,oneR,fayyadIrani,republican,348,87,5,3,93.10,89.74,4.17,94.59 t2z/vote,bayes,fayyadIrani,republican,348,87,5,4,96.55,91.18,0.00,100.00 t2z/vote,j48,fayyadIrani,republican,348,87,5,4,97.70,93.94,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,5,4,96.55,91.18,0.00,100.00 t2z/vote,oneR,fayyadIrani,republican,348,87,5,4,97.70,93.94,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,5,5,85.06,73.68,6.12,90.32 t2z/vote,j48,fayyadIrani,republican,348,87,5,5,96.55,96.67,3.51,93.55 t2z/vote,nbk,fayyadIrani,republican,348,87,5,5,85.06,73.68,6.12,90.32 t2z/vote,oneR,fayyadIrani,republican,348,87,5,5,95.40,90.91,1.85,96.77 /home/donaldb/var/weka/xval.9189 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/waveform-5000,bayes,cat,1,3988,999,1,1,79.08,80.05,1.20,99.37 t2z/waveform-5000,j48,cat,1,3988,999,1,1,72.27,80.94,20.44,81.21 t2z/waveform-5000,nbk,cat,1,3988,999,1,1,78.68,79.95,2.38,98.75 t2z/waveform-5000,oneR,cat,1,3988,999,1,1,51.45,54.97,57.61,61.03 t2z/waveform-5000,bayes,cat,1,3987,1000,1,2,81.20,79.40,2.05,98.63 t2z/waveform-5000,j48,cat,1,3987,1000,1,2,76.20,86.74,17.14,80.92 t2z/waveform-5000,nbk,cat,1,3987,1000,1,2,80.70,79.40,2.09,98.63 t2z/waveform-5000,oneR,cat,1,3987,1000,1,2,55.80,56.57,51.09,73.88 t2z/waveform-5000,bayes,cat,1,3987,1000,1,3,80.00,80.78,2.15,98.81 t2z/waveform-5000,j48,cat,1,3987,1000,1,3,75.40,84.74,17.65,83.44 t2z/waveform-5000,nbk,cat,1,3987,1000,1,3,80.20,81.22,2.13,98.81 t2z/waveform-5000,oneR,cat,1,3987,1000,1,3,51.70,57.02,58.06,64.36 t2z/waveform-5000,bayes,cat,1,3987,1000,1,4,78.80,78.05,0.00,100.00 t2z/waveform-5000,j48,cat,1,3987,1000,1,4,74.60,84.39,15.47,85.52 t2z/waveform-5000,nbk,cat,1,3987,1000,1,4,79.10,79.24,0.00,100.00 t2z/waveform-5000,oneR,cat,1,3987,1000,1,4,54.90,59.70,52.43,67.34 t2z/waveform-5000,bayes,cat,1,3999,988,1,5,80.77,80.27,2.11,98.65 t2z/waveform-5000,j48,cat,1,3999,988,1,5,75.40,87.16,17.04,80.87 t2z/waveform-5000,nbk,cat,1,3999,988,1,5,81.78,81.77,1.55,99.00 t2z/waveform-5000,oneR,cat,1,3999,988,1,5,53.14,54.37,59.42,70.82 t2z/waveform-5000,bayes,cat,1,3982,999,2,1,80.18,81.93,1.75,99.10 t2z/waveform-5000,j48,cat,1,3982,999,2,1,75.58,85.36,15.92,85.62 t2z/waveform-5000,nbk,cat,1,3982,999,2,1,79.78,82.04,2.34,98.80 t2z/waveform-5000,oneR,cat,1,3982,999,2,1,55.76,61.67,53.57,70.39 t2z/waveform-5000,bayes,cat,1,3981,1000,2,2,80.10,81.57,0.53,99.67 t2z/waveform-5000,j48,cat,1,3981,1000,2,2,75.30,85.90,12.46,87.92 t2z/waveform-5000,nbk,cat,1,3981,1000,2,2,79.90,82.19,1.04,99.34 t2z/waveform-5000,oneR,cat,1,3981,1000,2,2,51.80,54.25,53.61,67.52 t2z/waveform-5000,bayes,cat,1,3981,1000,2,3,78.80,77.08,1.68,99.03 t2z/waveform-5000,j48,cat,1,3981,1000,2,3,77.40,85.28,14.75,85.00 t2z/waveform-5000,nbk,cat,1,3981,1000,2,3,79.20,77.39,1.66,99.04 t2z/waveform-5000,oneR,cat,1,3981,1000,2,3,54.40,54.55,55.71,71.74 t2z/waveform-5000,bayes,cat,1,3981,1000,2,4,79.60,78.61,1.18,99.32 t2z/waveform-5000,j48,cat,1,3981,1000,2,4,76.60,85.19,14.59,86.05 t2z/waveform-5000,nbk,cat,1,3981,1000,2,4,80.20,80.16,0.56,99.66 t2z/waveform-5000,oneR,cat,1,3981,1000,2,4,54.10,57.22,52.27,74.91 t2z/waveform-5000,bayes,cat,1,3999,982,2,5,80.45,79.43,2.66,98.41 t2z/waveform-5000,j48,cat,1,3999,982,2,5,75.15,84.47,15.00,86.14 t2z/waveform-5000,nbk,cat,1,3999,982,2,5,80.14,79.38,2.19,98.72 t2z/waveform-5000,oneR,cat,1,3999,982,2,5,53.05,57.41,56.38,63.70 t2z/waveform-5000,bayes,cat,1,3987,999,3,1,81.38,82.74,1.15,99.39 t2z/waveform-5000,j48,cat,1,3987,999,3,1,74.57,84.33,18.95,82.41 t2z/waveform-5000,nbk,cat,1,3987,999,3,1,80.88,83.46,1.70,99.08 t2z/waveform-5000,oneR,cat,1,3987,999,3,1,55.56,63.86,57.80,67.21 t2z/waveform-5000,bayes,cat,1,3986,1000,3,2,79.30,79.53,2.44,98.70 t2z/waveform-5000,j48,cat,1,3986,1000,3,2,74.30,84.12,18.25,82.72 t2z/waveform-5000,nbk,cat,1,3986,1000,3,2,79.40,80.48,2.35,98.69 t2z/waveform-5000,oneR,cat,1,3986,1000,3,2,54.50,54.94,63.06,64.26 t2z/waveform-5000,bayes,cat,1,3986,1000,3,3,77.60,75.26,1.10,99.31 t2z/waveform-5000,j48,cat,1,3986,1000,3,3,74.50,82.01,13.38,84.44 t2z/waveform-5000,nbk,cat,1,3986,1000,3,3,77.10,75.67,2.17,98.61 t2z/waveform-5000,oneR,cat,1,3986,1000,3,3,53.70,54.55,46.26,73.85 t2z/waveform-5000,bayes,cat,1,3986,1000,3,4,81.00,80.60,1.09,99.39 t2z/waveform-5000,j48,cat,1,3986,1000,3,4,76.90,83.70,16.21,85.03 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#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather,bayes,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,1,1,100.00,100.00,0.00,100.00 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,11,3,1,2,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,11,3,1,2,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather,oneR,cat,no,11,3,1,2,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,1,3,66.67,50.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,1,3,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,1,3,66.67,50.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,1,3,66.67,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,1,4,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,1,4,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,1,4,66.67,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,1,4,66.67,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather,oneR,cat,no,12,2,1,5,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,12,2,2,1,0.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,2,1,0.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,2,1,0.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,2,1,0.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,2,2,66.67,100.00,50.00,50.00 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,11,3,2,2,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,2,3,33.33,0.00,50.00,0.00 t2z/weather,j48,cat,no,11,3,2,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,cat,no,11,3,2,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,2,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,2,4,33.33,50.00,100.00,50.00 t2z/weather,j48,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,bayes,cat,no,12,2,2,5,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,2,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,2,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,2,5,100.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,3,2,33.33,50.00,100.00,50.00 t2z/weather,nbk,cat,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,3,2,33.33,50.00,100.00,50.00 t2z/weather,bayes,cat,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather,j48,cat,no,11,3,3,4,66.67,0.00,33.33,0.00 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,12,2,3,5,0.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,3,5,0.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,3,5,0.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,3,5,0.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,4,1,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,12,2,4,1,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,4,1,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,12,2,4,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather,j48,cat,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather,nbk,cat,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather,oneR,cat,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,j48,cat,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,cat,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,bayes,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,4,5,50.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,4,5,50.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,5,1,50.00,50.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,5,1,50.00,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,5,2,66.67,100.00,50.00,50.00 t2z/weather,j48,cat,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,5,2,66.67,100.00,50.00,50.00 t2z/weather,oneR,cat,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,bayes,cat,no,11,3,5,3,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,5,4,66.67,100.00,50.00,50.00 t2z/weather,j48,cat,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,5,4,66.67,100.00,50.00,50.00 t2z/weather,oneR,cat,no,11,3,5,4,33.33,50.00,100.00,50.00 t2z/weather,bayes,cat,no,12,2,5,5,50.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,5,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,5,5,50.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,5,5,50.00,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,12,2,1,1,50.00,100.00,100.00,50.00 t2z/weather,j48,disctree,no,12,2,1,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,disctree,no,12,2,1,1,50.00,100.00,100.00,50.00 t2z/weather,oneR,disctree,no,12,2,1,1,50.00,100.00,100.00,50.00 t2z/weather,bayes,disctree,no,11,3,1,2,66.67,0.00,0.00,0.00 t2z/weather,j48,disctree,no,11,3,1,2,66.67,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,11,3,1,2,66.67,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,11,3,1,2,66.67,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,11,3,1,3,66.67,100.00,50.00,50.00 t2z/weather,j48,disctree,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,disctree,no,11,3,1,3,66.67,100.00,50.00,50.00 t2z/weather,oneR,disctree,no,11,3,1,3,66.67,100.00,50.00,50.00 t2z/weather,bayes,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,j48,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,disctree,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,j48,disctree,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,12,2,2,1,50.00,50.00,0.00,100.00 t2z/weather,j48,disctree,no,12,2,2,1,50.00,50.00,0.00,100.00 t2z/weather,nbk,disctree,no,12,2,2,1,50.00,50.00,0.00,100.00 t2z/weather,oneR,disctree,no,12,2,2,1,50.00,50.00,0.00,100.00 t2z/weather,bayes,disctree,no,11,3,2,2,33.33,0.00,0.00,0.00 t2z/weather,j48,disctree,no,11,3,2,2,100.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,11,3,2,2,33.33,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,11,3,2,2,0.00,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,11,3,2,3,33.33,0.00,50.00,0.00 t2z/weather,j48,disctree,no,11,3,2,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,disctree,no,11,3,2,3,33.33,0.00,50.00,0.00 t2z/weather,oneR,disctree,no,11,3,2,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,disctree,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,j48,disctree,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,12,2,2,5,50.00,100.00,100.00,50.00 t2z/weather,j48,disctree,no,12,2,2,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,disctree,no,12,2,2,5,50.00,100.00,100.00,50.00 t2z/weather,oneR,disctree,no,12,2,2,5,50.00,100.00,100.00,50.00 t2z/weather,bayes,disctree,no,12,2,3,1,0.00,0.00,0.00,0.00 t2z/weather,j48,disctree,no,12,2,3,1,0.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,12,2,3,1,0.00,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,12,2,3,1,0.00,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather,j48,disctree,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,disctree,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather,oneR,disctree,no,11,3,3,2,66.67,100.00,50.00,50.00 t2z/weather,bayes,disctree,no,11,3,3,3,66.67,0.00,0.00,0.00 t2z/weather,j48,disctree,no,11,3,3,3,100.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,11,3,3,3,66.67,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,11,3,3,3,100.00,0.00,0.00,0.00 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t2z/weather,j48,fayyadIrani,no,11,3,3,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,3,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,3,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 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,12,2,4,1,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,1,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,2,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,2,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,2,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,3,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,3,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,3,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,3,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,1,50.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,1,50.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,1,50.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,1,50.00,0.00,0.00,0.00 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,11,3,5,3,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,3,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,3,0.00,0.00,100.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,5,100.00,100.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,12,2,5,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,5,100.00,100.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,5,50.00,0.00,50.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather.nominal,bayes,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,1,3,33.33,33.33,0.00,100.00 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t2z/weather.nominal,oneR,cat,no,11,3,3,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,bayes,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,4,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,4,1,100.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,4,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,4,2,33.33,33.33,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,4,2,33.33,33.33,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,4,3,66.67,100.00,50.00,50.00 t2z/weather.nominal,j48,cat,no,11,3,4,3,0.00,0.00,100.00,0.00 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