#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/anneal,bayes,cat,2,719,179,1,1,89.39,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,1,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,1,97.21,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,1,2,90.00,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,1,2,97.22,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,1,2,93.33,100.00,66.67,89.47 a2b/anneal,oneR,cat,2,718,180,1,2,83.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,1,3,83.80,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,3,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,3,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,3,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,1,4,81.11,87.50,0.00,100.00 a2b/anneal,j48,cat,2,718,180,1,4,97.78,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,1,4,93.33,94.74,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,1,4,82.78,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,1,5,86.59,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,5,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,5,92.18,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,5,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,1,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,1,94.41,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,1,92.18,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,1,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,2,84.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,2,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,2,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,2,87.22,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,3,82.12,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,3,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,3,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,3,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,4,88.89,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,4,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,4,96.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,4,82.22,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,5,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,5,95.53,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,5,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,1,86.03,95.83,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,1,92.74,94.12,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,1,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,2,86.11,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,2,96.67,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,2,94.44,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,2,83.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,3,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,3,95.53,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,3,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,4,84.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,4,95.56,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,4,83.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,5,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,5,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,5,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,5,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,1,83.24,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,1,97.77,95.65,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,1,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,1,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,2,85.00,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,2,93.33,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,2,81.11,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,3,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,3,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,3,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,3,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,4,88.89,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,4,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,4,94.44,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,4,83.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,5,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,5,97.77,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,5,96.65,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,5,86.03,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,1,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,1,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,1,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,1,84.36,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,5,2,88.89,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,5,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,5,2,97.22,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,5,2,87.22,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,3,87.71,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,3,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,3,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,3,81.01,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,5,4,84.44,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,5,4,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,5,4,90.56,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,5,4,80.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,5,82.12,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,5,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,5,91.06,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,5,84.92,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,1,92.74,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,1,91.06,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,1,92.74,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,1,83.80,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,1,2,92.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,1,2,89.44,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,1,2,92.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,1,2,85.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,3,97.21,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,3,87.15,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,3,97.21,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,3,83.80,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,1,4,93.89,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,1,4,80.00,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,1,4,93.89,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,1,4,83.33,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,5,92.18,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,5,88.83,85.71,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,5,92.18,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,5,81.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,2,1,94.41,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,2,1,91.62,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,2,1,94.41,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,2,1,88.27,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,2,2,96.11,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,2,2,91.11,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,2,2,96.11,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,2,2,80.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,2,3,92.74,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,2,3,86.59,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,2,3,92.74,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,2,3,80.45,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,2,4,92.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,2,4,88.33,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,2,4,92.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,2,4,86.11,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,2,5,94.41,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,2,5,87.71,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,2,5,94.41,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,2,5,82.68,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,1,93.30,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,1,93.30,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,1,93.30,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,3,2,95.56,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,3,2,90.56,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,3,2,95.56,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,3,2,81.67,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,3,94.41,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,3,89.39,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,3,94.41,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,3,82.12,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,3,4,92.22,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,3,4,92.22,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,3,4,92.22,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,3,4,83.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,3,5,94.97,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,3,5,86.03,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,3,5,94.97,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,3,5,85.47,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,1,96.09,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,1,93.85,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,1,96.09,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,1,87.71,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,2,88.89,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,2,82.78,88.89,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,2,88.89,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,2,75.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,3,93.85,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,3,93.30,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,3,93.85,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,3,87.15,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,4,93.89,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,4,91.11,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,4,93.89,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,4,84.44,0.00,0.00,0.00 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a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,4,66.67,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,4,42.22,0.00,0.00,0.00 a2b/audiology,bayes,fayyadIrani,bells_palsy,181,45,5,5,62.22,0.00,0.00,0.00 a2b/audiology,j48,fayyadIrani,bells_palsy,181,45,5,5,73.33,0.00,0.00,0.00 a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,5,62.22,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,5,40.00,0.00,0.00,0.00 /home/donaldb/var/weka/xval.5608 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/autos,bayes,cat,-2,165,40,1,1,65.00,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,1,1,77.50,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,1,1,65.00,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,1,1,55.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,2,53.66,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,1,2,85.37,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,1,2,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,1,2,68.29,0.00,0.00,0.00 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a2b/autos,nbk,cat,-2,164,41,2,2,65.85,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,2,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,3,63.41,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,3,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,3,78.05,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,3,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,4,68.29,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,4,78.05,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,4,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,4,41.46,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,5,41.46,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,5,70.73,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,5,46.34,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,5,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,3,1,35.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,3,1,62.50,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,3,1,42.50,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,3,1,70.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,2,48.78,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,2,80.49,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,2,53.66,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,2,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,3,60.98,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,3,70.73,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,3,65.85,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,3,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,4,65.85,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,4,92.68,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,4,70.73,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,4,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,5,56.10,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,5,46.34,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,5,46.34,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,5,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,4,1,45.00,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,4,1,67.50,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,4,1,45.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,4,1,60.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,2,58.54,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,4,2,80.49,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,2,56.10,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,4,2,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,3,53.66,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,3,78.05,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,3,48.78,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,3,46.34,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,4,70.73,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,4,4,75.61,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,4,4,80.49,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,4,4,63.41,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,4,5,73.17,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,4,5,87.80,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,4,5,82.93,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,4,5,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,5,1,45.00,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,5,1,72.50,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,5,1,42.50,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,5,1,62.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,2,56.10,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,2,87.80,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,2,68.29,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,2,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,3,53.66,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,3,85.37,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,3,68.29,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,3,63.41,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,4,46.34,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,4,46.34,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,4,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,5,65.85,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,5,82.93,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,5,68.29,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,5,53.66,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,1,1,70.00,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,1,1,77.50,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,165,40,1,1,70.00,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,165,40,1,1,50.00,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,2,63.41,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,2,56.10,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,2,63.41,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,2,41.46,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,3,53.66,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,3,70.73,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,1,3,53.66,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,3,39.02,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,4,73.17,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,4,80.49,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,4,73.17,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,4,48.78,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,1,5,63.41,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,1,5,65.85,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,1,5,63.41,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,1,5,58.54,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,2,1,72.50,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,2,1,77.50,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,165,40,2,1,72.50,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,165,40,2,1,55.00,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,2,2,60.98,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,2,2,78.05,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,2,2,60.98,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,2,2,56.10,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,2,3,58.54,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,2,3,70.73,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,2,3,58.54,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,2,3,36.59,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,2,4,58.54,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,2,4,73.17,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,2,4,58.54,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,2,4,26.83,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,2,5,70.73,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,2,5,75.61,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,2,5,70.73,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,2,5,39.02,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,3,1,65.00,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,3,1,80.00,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,165,40,3,1,65.00,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,165,40,3,1,45.00,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,3,2,65.85,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,3,2,75.61,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,164,41,3,2,65.85,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,3,2,56.10,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,3,3,58.54,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,3,3,82.93,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,3,3,58.54,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,3,3,36.59,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,3,4,51.22,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,3,4,73.17,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,3,4,51.22,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,3,4,53.66,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,164,41,3,5,56.10,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,164,41,3,5,78.05,0.00,0.00,0.00 a2b/autos,nbk,disctree,-2,164,41,3,5,56.10,0.00,0.00,0.00 a2b/autos,oneR,disctree,-2,164,41,3,5,34.15,0.00,0.00,0.00 a2b/autos,bayes,disctree,-2,165,40,4,1,60.00,0.00,0.00,0.00 a2b/autos,j48,disctree,-2,165,40,4,1,77.50,100.00,0.00,100.00 a2b/autos,nbk,disctree,-2,165,40,4,1,60.00,0.00,0.00,0.00 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a2b/autos,j48,fayyadIrani,-2,164,41,4,2,85.37,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,2,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,2,68.29,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,3,68.29,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,3,85.37,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,3,68.29,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,3,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,4,70.73,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,4,73.17,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,4,70.73,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,4,48.78,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,4,5,60.98,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,4,5,75.61,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,4,5,60.98,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,4,5,58.54,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,165,40,5,1,67.50,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,165,40,5,1,67.50,0.00,0.00,0.00 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,-2,164,41,5,2,85.37,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,2,92.68,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,2,85.37,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,2,65.85,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,3,63.41,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,3,68.29,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,3,63.41,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,3,51.22,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,4,78.05,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,4,65.85,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,5,63.41,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,5,73.17,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,5,63.41,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,5,60.98,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,1,70.18,58.16,56.41,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,1,75.44,58.16,56.67,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,1,70.18,58.16,56.41,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,1,64.91,58.16,56.52,59.38 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,2,77.19,57.58,53.95,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,2,80.70,57.58,55.43,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,2,77.19,57.58,53.95,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,2,73.68,57.58,56.99,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,3,73.68,58.76,56.25,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,3,77.19,58.76,56.67,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,3,73.68,58.76,56.25,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,3,71.93,58.76,57.47,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,4,71.93,60.00,57.14,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,4,71.93,60.00,58.14,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,4,71.93,60.00,57.14,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,4,64.91,60.00,59.77,52.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,5,68.42,59.38,58.02,54.81 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,5,68.42,59.38,57.69,55.88 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,5,68.42,59.38,58.02,54.81 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,5,70.18,59.38,58.14,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,1,70.18,60.64,57.89,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,1,71.93,60.64,58.62,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,1,70.18,60.64,57.89,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,1,63.16,60.64,60.24,53.27 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,2,73.68,55.34,53.25,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,2,78.95,55.34,53.49,55.34 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,2,73.68,55.34,53.25,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,2,77.19,55.34,54.44,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,3,75.44,60.64,57.32,54.81 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,3,77.19,60.64,57.47,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,3,75.44,60.64,57.32,54.81 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,3,64.91,60.64,60.44,50.89 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,4,66.67,58.16,57.14,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,4,73.68,58.16,57.14,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,4,66.67,58.16,57.14,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,4,57.89,58.16,58.90,57.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,5,80.70,58.76,54.43,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,5,75.44,58.76,57.14,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,5,80.70,58.76,54.43,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,5,70.18,58.76,57.95,52.78 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,1,84.21,57.58,53.09,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,1,75.44,57.58,55.81,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,1,84.21,57.58,53.09,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,1,71.93,57.58,54.79,58.76 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,2,66.67,59.38,57.89,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,2,70.18,59.38,58.70,51.35 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,2,66.67,59.38,57.89,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,2,68.42,59.38,58.62,52.78 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,3,68.42,58.76,56.76,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,3,64.91,58.76,59.09,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,3,68.42,58.76,56.76,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,3,56.14,58.76,60.00,55.88 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,4,78.95,56.44,53.16,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,4,82.46,56.44,54.35,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,4,78.95,56.44,53.16,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,4,75.44,56.44,55.91,52.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,3,5,64.91,61.96,60.26,54.81 a2b/breast-cancer,j48,cat,recurrence-events,229,57,3,5,64.91,61.96,60.26,54.81 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,5,64.91,61.96,60.26,54.81 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,5,59.65,61.96,59.65,62.64 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,1,77.19,57.00,53.85,57.58 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,1,71.93,57.00,55.56,55.88 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,1,77.19,57.00,53.85,57.58 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,1,68.42,57.00,55.84,57.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,2,80.70,58.76,55.29,54.81 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,2,73.68,58.76,57.61,51.82 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,2,80.70,58.76,55.29,54.81 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,2,71.93,58.76,58.33,50.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,3,73.68,58.76,56.25,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,3,78.95,58.76,56.18,53.27 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,3,73.68,58.76,56.25,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,3,70.18,58.76,57.95,52.78 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,4,59.65,57.58,57.35,59.38 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,4,63.16,57.58,57.33,57.00 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,4,59.65,57.58,57.35,59.38 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,4,66.67,57.58,56.96,55.88 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,5,75.44,61.96,57.33,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,5,70.18,61.96,59.26,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,5,75.44,61.96,57.33,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,5,64.91,61.96,60.92,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,1,71.93,58.16,56.25,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,1,75.44,58.16,56.67,52.78 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,1,71.93,58.16,56.25,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,1,68.42,58.16,57.65,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,2,71.93,57.58,54.29,60.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,2,73.68,57.58,55.95,54.81 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,2,71.93,57.58,54.29,60.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,2,66.67,57.58,55.22,60.64 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,3,71.93,63.33,58.57,58.16 a2b/breast-cancer,j48,cat,recurrence-events,229,57,5,3,66.67,63.33,61.18,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,5,3,71.93,63.33,58.57,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,5,3,57.89,63.33,63.33,50.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,5,4,73.68,57.58,55.56,55.88 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c2d/credit-a,j48,fayyadIrani,-,552,138,3,4,87.68,89.53,15.38,90.59 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,4,87.68,87.78,12.50,92.94 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,4,84.78,92.11,24.19,82.35 c2d/credit-a,bayes,fayyadIrani,-,552,138,3,5,86.96,84.88,9.62,93.59 c2d/credit-a,j48,fayyadIrani,-,552,138,3,5,86.96,86.59,12.50,91.03 c2d/credit-a,nbk,fayyadIrani,-,552,138,3,5,86.96,84.88,9.62,93.59 c2d/credit-a,oneR,fayyadIrani,-,552,138,3,5,87.68,92.96,17.91,84.62 c2d/credit-a,bayes,fayyadIrani,-,553,137,4,1,88.32,89.74,13.56,89.74 c2d/credit-a,j48,fayyadIrani,-,553,137,4,1,91.97,91.36,7.14,94.87 c2d/credit-a,nbk,fayyadIrani,-,553,137,4,1,88.32,89.74,13.56,89.74 c2d/credit-a,oneR,fayyadIrani,-,553,137,4,1,87.59,96.92,20.83,80.77 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,2,84.78,80.22,6.38,96.05 c2d/credit-a,j48,fayyadIrani,-,552,138,4,2,87.68,85.54,9.09,93.42 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,2,84.78,80.22,6.38,96.05 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,2,88.41,92.86,16.18,85.53 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,3,86.23,84.15,10.71,92.00 c2d/credit-a,j48,fayyadIrani,-,552,138,4,3,81.88,82.89,19.35,84.00 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,3,86.23,84.15,10.71,92.00 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,3,84.06,90.77,21.92,78.67 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,4,86.96,87.95,14.55,90.12 c2d/credit-a,j48,fayyadIrani,-,552,138,4,4,87.68,91.03,16.67,87.65 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,4,86.96,87.95,14.55,90.12 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,4,84.06,96.83,26.67,75.31 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,5,80.43,78.05,16.07,87.67 c2d/credit-a,j48,fayyadIrani,-,552,138,4,5,82.61,79.52,12.73,90.41 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,5,80.43,78.05,16.07,87.67 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,5,83.33,87.88,20.83,79.45 c2d/credit-a,bayes,fayyadIrani,-,553,137,5,1,88.32,87.65,10.71,92.21 c2d/credit-a,j48,fayyadIrani,-,553,137,5,1,86.86,85.54,11.11,92.21 c2d/credit-a,nbk,fayyadIrani,-,553,137,5,1,88.32,87.65,10.71,92.21 c2d/credit-a,oneR,fayyadIrani,-,553,137,5,1,86.13,91.43,19.40,83.12 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,2,87.68,88.10,12.96,91.36 c2d/credit-a,j48,fayyadIrani,-,552,138,5,2,84.06,86.42,19.30,86.42 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,2,87.68,88.10,12.96,91.36 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,2,86.96,97.01,22.54,80.25 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,3,86.23,88.24,16.98,89.29 c2d/credit-a,j48,fayyadIrani,-,552,138,5,3,86.23,91.14,20.34,85.71 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,3,86.23,88.24,16.98,89.29 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,3,82.61,94.12,28.57,76.19 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,4,84.78,80.25,8.77,92.86 c2d/credit-a,j48,fayyadIrani,-,552,138,5,4,87.68,84.42,8.20,92.86 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,4,84.78,80.25,8.77,92.86 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,4,86.96,93.33,17.95,80.00 c2d/credit-a,bayes,fayyadIrani,-,552,138,5,5,87.68,83.75,6.90,94.37 c2d/credit-a,j48,fayyadIrani,-,552,138,5,5,86.23,84.21,11.29,90.14 c2d/credit-a,nbk,fayyadIrani,-,552,138,5,5,87.68,83.75,6.90,94.37 c2d/credit-a,oneR,fayyadIrani,-,552,138,5,5,84.78,89.06,18.92,80.28 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision c2d/diabetes,bayes,cat,tested_positive,615,153,1,1,76.47,75.68,23.28,50.91 c2d/diabetes,j48,cat,tested_positive,615,153,1,1,71.90,61.11,22.22,60.00 c2d/diabetes,nbk,cat,tested_positive,615,153,1,1,71.90,65.79,26.09,45.45 c2d/diabetes,oneR,cat,tested_positive,615,153,1,1,67.32,60.00,31.25,27.27 c2d/diabetes,bayes,cat,tested_positive,614,154,1,2,71.43,67.50,27.19,46.55 c2d/diabetes,j48,cat,tested_positive,614,154,1,2,73.38,64.91,21.65,63.79 c2d/diabetes,nbk,cat,tested_positive,614,154,1,2,70.78,65.85,27.43,46.55 c2d/diabetes,oneR,cat,tested_positive,614,154,1,2,68.18,59.18,27.62,50.00 c2d/diabetes,bayes,cat,tested_positive,615,153,1,3,69.93,59.65,23.96,59.65 c2d/diabetes,j48,cat,tested_positive,615,153,1,3,67.97,56.90,25.26,57.89 c2d/diabetes,nbk,cat,tested_positive,615,153,1,3,73.86,68.89,24.07,54.39 c2d/diabetes,oneR,cat,tested_positive,615,153,1,3,67.32,62.07,31.45,31.58 c2d/diabetes,bayes,cat,tested_positive,614,154,1,4,75.97,65.31,19.05,61.54 c2d/diabetes,j48,cat,tested_positive,614,154,1,4,75.97,63.16,16.49,69.23 c2d/diabetes,nbk,cat,tested_positive,614,154,1,4,74.68,65.85,22.12,51.92 c2d/diabetes,oneR,cat,tested_positive,614,154,1,4,75.97,72.73,23.14,46.15 c2d/diabetes,bayes,cat,tested_positive,615,153,1,5,81.05,67.35,12.50,71.74 c2d/diabetes,j48,cat,tested_positive,615,153,1,5,73.20,54.39,15.62,67.39 c2d/diabetes,nbk,cat,tested_positive,615,153,1,5,81.05,68.09,13.21,69.57 c2d/diabetes,oneR,cat,tested_positive,615,153,1,5,73.20,57.14,22.03,43.48 c2d/diabetes,bayes,cat,tested_positive,614,153,2,1,79.08,85.71,22.88,52.63 c2d/diabetes,j48,cat,tested_positive,614,153,2,1,69.28,58.33,23.66,61.40 c2d/diabetes,nbk,cat,tested_positive,614,153,2,1,77.12,80.56,23.93,50.88 c2d/diabetes,oneR,cat,tested_positive,614,153,2,1,70.59,65.00,27.43,45.61 c2d/diabetes,bayes,cat,tested_positive,613,154,2,2,73.38,66.04,22.77,60.34 c2d/diabetes,j48,cat,tested_positive,613,154,2,2,74.68,67.27,21.21,63.79 c2d/diabetes,nbk,cat,tested_positive,613,154,2,2,70.13,65.00,28.07,44.83 c2d/diabetes,oneR,cat,tested_positive,613,154,2,2,72.73,73.53,27.50,43.10 c2d/diabetes,bayes,cat,tested_positive,614,153,2,3,69.28,50.85,19.15,62.50 c2d/diabetes,j48,cat,tested_positive,614,153,2,3,73.86,59.09,20.18,54.17 c2d/diabetes,nbk,cat,tested_positive,614,153,2,3,70.59,52.94,20.59,56.25 c2d/diabetes,oneR,cat,tested_positive,614,153,2,3,68.63,50.00,24.78,41.67 c2d/diabetes,bayes,cat,tested_positive,613,154,2,4,79.22,80.43,21.30,61.67 c2d/diabetes,j48,cat,tested_positive,613,154,2,4,77.27,82.05,24.35,53.33 c2d/diabetes,nbk,cat,tested_positive,613,154,2,4,82.47,90.24,20.35,61.67 c2d/diabetes,oneR,cat,tested_positive,613,154,2,4,71.43,76.67,29.84,38.33 c2d/diabetes,bayes,cat,tested_positive,614,153,2,5,77.78,61.70,15.09,64.44 c2d/diabetes,j48,cat,tested_positive,614,153,2,5,75.82,59.09,17.43,57.78 c2d/diabetes,nbk,cat,tested_positive,614,153,2,5,71.90,52.38,20.72,48.89 c2d/diabetes,oneR,cat,tested_positive,614,153,2,5,74.51,57.89,20.00,48.89 c2d/diabetes,bayes,cat,tested_positive,614,153,3,1,71.24,62.50,23.71,60.34 c2d/diabetes,j48,cat,tested_positive,614,153,3,1,68.63,63.16,29.57,41.38 c2d/diabetes,nbk,cat,tested_positive,614,153,3,1,73.86,71.43,25.23,51.72 c2d/diabetes,oneR,cat,tested_positive,614,153,3,1,70.59,67.57,28.45,43.10 c2d/diabetes,bayes,cat,tested_positive,613,154,3,2,77.92,68.09,17.76,62.75 c2d/diabetes,j48,cat,tested_positive,613,154,3,2,74.03,59.65,17.53,66.67 c2d/diabetes,nbk,cat,tested_positive,613,154,3,2,75.32,65.85,21.24,52.94 c2d/diabetes,oneR,cat,tested_positive,613,154,3,2,74.68,66.67,22.88,47.06 c2d/diabetes,bayes,cat,tested_positive,614,153,3,3,73.86,61.36,21.10,54.00 c2d/diabetes,j48,cat,tested_positive,614,153,3,3,73.86,65.62,23.97,42.00 c2d/diabetes,nbk,cat,tested_positive,614,153,3,3,75.82,67.57,21.55,50.00 c2d/diabetes,oneR,cat,tested_positive,614,153,3,3,69.28,53.19,23.58,50.00 c2d/diabetes,bayes,cat,tested_positive,613,154,3,4,75.97,68.18,20.91,56.60 c2d/diabetes,j48,cat,tested_positive,613,154,3,4,70.78,57.69,22.55,56.60 c2d/diabetes,nbk,cat,tested_positive,613,154,3,4,78.57,75.00,20.18,56.60 c2d/diabetes,oneR,cat,tested_positive,613,154,3,4,69.48,60.00,28.23,33.96 c2d/diabetes,bayes,cat,tested_positive,614,153,3,5,77.12,69.23,18.81,65.45 c2d/diabetes,j48,cat,tested_positive,614,153,3,5,76.47,71.11,21.30,58.18 c2d/diabetes,nbk,cat,tested_positive,614,153,3,5,71.24,61.70,24.53,52.73 c2d/diabetes,oneR,cat,tested_positive,614,153,3,5,73.86,71.43,25.42,45.45 c2d/diabetes,bayes,cat,tested_positive,615,153,4,1,73.86,61.11,19.19,63.46 c2d/diabetes,j48,cat,tested_positive,615,153,4,1,73.20,64.10,23.68,48.08 c2d/diabetes,nbk,cat,tested_positive,615,153,4,1,72.55,60.87,22.43,53.85 c2d/diabetes,oneR,cat,tested_positive,615,153,4,1,72.55,63.89,24.79,44.23 c2d/diabetes,bayes,cat,tested_positive,614,154,4,2,80.52,70.59,14.56,70.59 c2d/diabetes,j48,cat,tested_positive,614,154,4,2,74.03,59.02,16.13,70.59 c2d/diabetes,nbk,cat,tested_positive,614,154,4,2,78.57,69.57,17.59,62.75 c2d/diabetes,oneR,cat,tested_positive,614,154,4,2,78.57,72.50,19.30,56.86 c2d/diabetes,bayes,cat,tested_positive,615,153,4,3,76.47,70.45,21.10,57.41 c2d/diabetes,j48,cat,tested_positive,615,153,4,3,75.16,71.05,23.48,50.00 c2d/diabetes,nbk,cat,tested_positive,615,153,4,3,77.78,75.00,21.24,55.56 c2d/diabetes,oneR,cat,tested_positive,615,153,4,3,68.63,59.38,28.93,35.19 c2d/diabetes,bayes,cat,tested_positive,614,154,4,4,75.32,72.55,23.30,60.66 c2d/diabetes,j48,cat,tested_positive,614,154,4,4,72.08,69.57,26.85,52.46 c2d/diabetes,nbk,cat,tested_positive,614,154,4,4,73.38,71.74,25.93,54.10 c2d/diabetes,oneR,cat,tested_positive,614,154,4,4,70.13,65.96,28.04,50.82 c2d/diabetes,bayes,cat,tested_positive,615,153,4,5,76.47,64.44,18.52,59.18 c2d/diabetes,j48,cat,tested_positive,615,153,4,5,73.86,57.89,16.67,67.35 c2d/diabetes,nbk,cat,tested_positive,615,153,4,5,75.82,65.00,20.35,53.06 c2d/diabetes,oneR,cat,tested_positive,615,153,4,5,73.86,65.52,24.19,38.78 c2d/diabetes,bayes,cat,tested_positive,615,153,5,1,73.86,61.70,20.75,56.86 c2d/diabetes,j48,cat,tested_positive,615,153,5,1,73.86,59.32,17.02,68.63 c2d/diabetes,nbk,cat,tested_positive,615,153,5,1,75.82,65.91,20.18,56.86 c2d/diabetes,oneR,cat,tested_positive,615,153,5,1,71.90,63.33,26.02,37.25 c2d/diabetes,bayes,cat,tested_positive,614,154,5,2,76.62,73.08,21.57,63.33 c2d/diabetes,j48,cat,tested_positive,614,154,5,2,74.68,73.33,24.77,55.00 c2d/diabetes,nbk,cat,tested_positive,614,154,5,2,75.97,78.05,24.78,53.33 c2d/diabetes,oneR,cat,tested_positive,614,154,5,2,73.38,78.79,28.10,43.33 c2d/diabetes,bayes,cat,tested_positive,615,153,5,3,73.20,61.40,19.79,64.81 c2d/diabetes,j48,cat,tested_positive,615,153,5,3,67.32,54.55,27.52,44.44 c2d/diabetes,nbk,cat,tested_positive,615,153,5,3,75.16,66.00,20.39,61.11 c2d/diabetes,oneR,cat,tested_positive,615,153,5,3,72.55,61.11,21.21,61.11 c2d/diabetes,bayes,cat,tested_positive,614,154,5,4,74.68,60.78,18.45,62.00 c2d/diabetes,j48,cat,tested_positive,614,154,5,4,70.13,52.78,14.63,76.00 c2d/diabetes,nbk,cat,tested_positive,614,154,5,4,74.68,62.79,20.72,54.00 c2d/diabetes,oneR,cat,tested_positive,614,154,5,4,69.48,53.66,24.78,44.00 c2d/diabetes,bayes,cat,tested_positive,615,153,5,5,79.08,76.92,20.18,56.60 c2d/diabetes,j48,cat,tested_positive,615,153,5,5,77.12,64.06,13.48,77.36 c2d/diabetes,nbk,cat,tested_positive,615,153,5,5,77.12,73.68,21.74,52.83 c2d/diabetes,oneR,cat,tested_positive,615,153,5,5,72.55,65.71,25.42,43.40 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,1,73.86,56.92,13.64,75.51 c2d/diabetes,j48,disctree,tested_positive,615,153,1,1,75.82,61.11,16.16,67.35 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,1,73.86,56.92,13.64,75.51 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,1,77.78,71.43,20.34,51.02 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,2,75.32,64.91,18.56,67.27 c2d/diabetes,j48,disctree,tested_positive,614,154,1,2,74.03,65.31,21.90,58.18 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,2,75.32,64.91,18.56,67.27 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,2,75.32,72.97,23.93,49.09 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,3,73.86,67.24,22.11,65.00 c2d/diabetes,j48,disctree,tested_positive,615,153,1,3,69.28,68.57,30.51,40.00 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,3,73.86,67.24,22.11,65.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,3,69.28,68.57,30.51,40.00 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,4,73.38,63.64,21.21,62.50 c2d/diabetes,j48,disctree,tested_positive,614,154,1,4,76.62,72.73,21.82,57.14 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,4,73.38,63.64,21.21,62.50 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,4,74.03,76.67,26.61,41.07 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,5,74.51,57.63,14.89,70.83 c2d/diabetes,j48,disctree,tested_positive,615,153,1,5,73.86,59.52,20.72,52.08 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,5,74.51,57.63,14.89,70.83 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,5,75.82,70.37,23.02,39.58 c2d/diabetes,bayes,disctree,tested_positive,614,153,2,1,79.08,69.35,14.29,76.79 c2d/diabetes,j48,disctree,tested_positive,614,153,2,1,75.82,72.09,22.73,55.36 c2d/diabetes,nbk,disctree,tested_positive,614,153,2,1,79.08,69.35,14.29,76.79 c2d/diabetes,oneR,disctree,tested_positive,614,153,2,1,75.16,76.47,25.21,46.43 c2d/diabetes,bayes,disctree,tested_positive,613,154,2,2,75.32,58.06,13.04,75.00 c2d/diabetes,j48,disctree,tested_positive,613,154,2,2,68.83,50.00,18.48,64.58 c2d/diabetes,nbk,disctree,tested_positive,613,154,2,2,75.32,58.06,13.04,75.00 c2d/diabetes,oneR,disctree,tested_positive,613,154,2,2,72.73,59.38,23.77,39.58 c2d/diabetes,bayes,disctree,tested_positive,614,153,2,3,69.93,58.73,22.22,64.91 c2d/diabetes,j48,disctree,tested_positive,614,153,2,3,74.51,80.00,26.83,42.11 c2d/diabetes,nbk,disctree,tested_positive,614,153,2,3,69.93,58.73,22.22,64.91 c2d/diabetes,oneR,disctree,tested_positive,614,153,2,3,74.51,80.00,26.83,42.11 c2d/diabetes,bayes,disctree,tested_positive,613,154,2,4,73.38,60.34,18.75,66.04 c2d/diabetes,j48,disctree,tested_positive,613,154,2,4,81.17,74.00,15.38,69.81 c2d/diabetes,nbk,disctree,tested_positive,613,154,2,4,73.38,60.34,18.75,66.04 c2d/diabetes,oneR,disctree,tested_positive,613,154,2,4,77.27,73.68,21.55,52.83 c2d/diabetes,bayes,disctree,tested_positive,614,153,2,5,73.86,62.96,20.20,62.96 c2d/diabetes,j48,disctree,tested_positive,614,153,2,5,71.90,62.22,24.07,51.85 c2d/diabetes,nbk,disctree,tested_positive,614,153,2,5,73.86,62.96,20.20,62.96 c2d/diabetes,oneR,disctree,tested_positive,614,153,2,5,72.55,70.00,26.83,38.89 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,1,77.78,74.19,19.78,71.88 c2d/diabetes,j48,disctree,tested_positive,615,153,3,1,76.47,78.00,24.27,60.94 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,1,77.78,74.19,19.78,71.88 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,1,77.78,85.71,25.23,56.25 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,2,73.38,55.32,18.69,56.52 c2d/diabetes,j48,disctree,tested_positive,614,154,3,2,73.38,56.41,20.87,47.83 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,2,73.38,55.32,18.69,56.52 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,2,72.08,55.56,24.41,32.61 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,3,67.97,56.45,24.18,61.40 c2d/diabetes,j48,disctree,tested_positive,615,153,3,3,75.82,68.52,20.20,64.91 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,3,67.97,56.45,24.18,61.40 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,3,72.55,70.27,26.72,45.61 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,4,75.32,57.14,16.19,62.22 c2d/diabetes,j48,disctree,tested_positive,614,154,3,4,78.57,65.00,16.67,57.78 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,4,75.32,57.14,16.19,62.22 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,4,77.92,73.91,21.37,37.78 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,5,75.16,63.24,15.29,76.79 c2d/diabetes,j48,disctree,tested_positive,615,153,3,5,71.90,68.57,27.12,42.86 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,5,75.16,63.24,15.29,76.79 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,5,71.90,68.57,27.12,42.86 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,1,75.16,58.49,16.00,65.96 c2d/diabetes,j48,disctree,tested_positive,615,153,4,1,74.51,61.11,21.37,46.81 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,1,75.16,58.49,16.00,65.96 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,1,75.82,67.86,22.40,40.43 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,2,70.78,61.82,24.24,58.62 c2d/diabetes,j48,disctree,tested_positive,614,154,4,2,70.13,64.29,27.68,46.55 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,2,70.78,61.82,24.24,58.62 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,2,72.73,78.57,28.57,37.93 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,3,77.12,60.34,12.63,74.47 c2d/diabetes,j48,disctree,tested_positive,615,153,4,3,75.16,58.18,15.31,68.09 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,3,77.12,60.34,12.63,74.47 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,3,77.78,68.57,19.49,51.06 c2d/diabetes,bayes,disctree,tested_positive,614,154,4,4,75.32,65.08,17.58,71.93 c2d/diabetes,j48,disctree,tested_positive,614,154,4,4,74.68,66.07,20.41,64.91 c2d/diabetes,nbk,disctree,tested_positive,614,154,4,4,75.32,65.08,17.58,71.93 c2d/diabetes,oneR,disctree,tested_positive,614,154,4,4,74.68,75.00,25.42,47.37 c2d/diabetes,bayes,disctree,tested_positive,615,153,4,5,74.51,66.10,20.21,67.24 c2d/diabetes,j48,disctree,tested_positive,615,153,4,5,72.55,65.38,23.76,58.62 c2d/diabetes,nbk,disctree,tested_positive,615,153,4,5,74.51,66.10,20.21,67.24 c2d/diabetes,oneR,disctree,tested_positive,615,153,4,5,71.90,70.27,27.59,44.83 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,1,72.55,55.17,16.84,66.67 c2d/diabetes,j48,disctree,tested_positive,615,153,5,1,73.20,58.14,20.91,52.08 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,1,72.55,55.17,16.84,66.67 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,1,73.86,62.50,23.14,41.67 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,2,72.73,61.90,19.78,68.42 c2d/diabetes,j48,disctree,tested_positive,614,154,5,2,70.13,60.38,24.75,56.14 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,2,72.73,61.90,19.78,68.42 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,2,71.43,63.83,25.23,52.63 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,3,76.47,68.85,18.48,71.19 c2d/diabetes,j48,disctree,tested_positive,615,153,5,3,75.82,77.50,24.78,52.54 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,3,76.47,68.85,18.48,71.19 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,3,75.82,77.50,24.78,52.54 c2d/diabetes,bayes,disctree,tested_positive,614,154,5,4,78.57,69.09,16.16,70.37 c2d/diabetes,j48,disctree,tested_positive,614,154,5,4,75.32,66.67,20.75,59.26 c2d/diabetes,nbk,disctree,tested_positive,614,154,5,4,78.57,69.09,16.16,70.37 c2d/diabetes,oneR,disctree,tested_positive,614,154,5,4,75.97,81.48,25.20,40.74 c2d/diabetes,bayes,disctree,tested_positive,615,153,5,5,77.12,64.00,16.50,65.31 c2d/diabetes,j48,disctree,tested_positive,615,153,5,5,77.78,71.43,20.34,51.02 c2d/diabetes,nbk,disctree,tested_positive,615,153,5,5,77.12,64.00,16.50,65.31 c2d/diabetes,oneR,disctree,tested_positive,615,153,5,5,75.82,83.33,25.19,30.61 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,1,75.82,61.40,15.62,70.00 c2d/diabetes,j48,tbin,tested_positive,615,153,1,1,78.43,70.73,18.75,58.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,1,75.82,61.40,15.62,70.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,1,74.51,68.97,24.19,40.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,2,75.32,63.27,19.05,60.78 c2d/diabetes,j48,tbin,tested_positive,614,154,1,2,77.27,68.18,19.09,58.82 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,2,75.32,63.27,19.05,60.78 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,2,76.62,75.86,23.20,43.14 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,3,72.55,59.57,21.70,54.90 c2d/diabetes,j48,tbin,tested_positive,615,153,1,3,71.24,57.78,23.15,50.98 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,3,72.55,59.57,21.70,54.90 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,3,72.55,58.82,20.59,58.82 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,4,74.03,63.64,21.82,53.85 c2d/diabetes,j48,tbin,tested_positive,614,154,1,4,72.08,63.64,25.62,40.38 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,4,74.03,63.64,21.82,53.85 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,4,70.13,63.64,28.79,26.92 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,5,75.16,73.58,24.00,61.90 c2d/diabetes,j48,tbin,tested_positive,615,153,1,5,73.86,78.05,27.68,50.79 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,5,75.16,73.58,24.00,61.90 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,5,73.86,81.08,28.45,47.62 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,1,75.16,60.71,16.49,68.00 c2d/diabetes,j48,tbin,tested_positive,615,153,2,1,77.78,69.05,18.92,58.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,1,75.16,60.71,16.49,68.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,1,73.20,66.67,25.40,36.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,2,77.27,65.96,17.76,62.00 c2d/diabetes,j48,tbin,tested_positive,614,154,2,2,72.73,57.69,19.61,60.00 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,2,77.27,65.96,17.76,62.00 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,2,75.97,62.26,16.83,66.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,3,76.47,58.54,16.96,55.81 c2d/diabetes,j48,tbin,tested_positive,615,153,2,3,77.12,61.11,17.95,51.16 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,3,76.47,58.54,16.96,55.81 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,3,73.20,52.27,18.35,53.49 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,4,76.62,80.00,25.25,63.77 c2d/diabetes,j48,tbin,tested_positive,614,154,2,4,67.53,78.79,35.54,37.68 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,4,76.62,80.00,25.25,63.77 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,4,68.18,79.41,35.00,39.13 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,5,75.82,68.63,20.59,62.50 c2d/diabetes,j48,tbin,tested_positive,615,153,2,5,73.86,69.05,24.32,51.79 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,5,75.82,68.63,20.59,62.50 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,5,72.55,73.33,27.64,39.29 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,1,80.39,72.73,16.51,64.00 c2d/diabetes,j48,tbin,tested_positive,615,153,3,1,76.47,69.44,21.37,50.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,1,80.39,72.73,16.51,64.00 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,1,75.16,73.08,24.41,38.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,2,74.03,70.37,24.00,61.29 c2d/diabetes,j48,tbin,tested_positive,614,154,3,2,74.03,75.00,26.36,53.23 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,2,74.03,70.37,24.00,61.29 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,2,74.03,82.35,28.33,45.16 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,3,75.16,66.04,20.00,63.64 c2d/diabetes,j48,tbin,tested_positive,615,153,3,3,77.12,71.74,20.56,60.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,3,75.16,66.04,20.00,63.64 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,3,71.90,60.34,21.05,63.64 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,4,70.13,60.38,24.75,56.14 c2d/diabetes,j48,tbin,tested_positive,614,154,3,4,70.13,64.86,28.21,42.11 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,4,70.13,60.38,24.75,56.14 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,4,68.18,68.18,31.82,26.32 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,5,74.51,54.00,15.53,62.79 c2d/diabetes,j48,tbin,tested_positive,615,153,3,5,75.16,55.10,15.38,62.79 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,5,74.51,54.00,15.53,62.79 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,5,75.82,61.54,21.26,37.21 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,1,77.12,71.70,20.00,65.52 c2d/diabetes,j48,tbin,tested_positive,615,153,4,1,73.86,76.47,26.89,44.83 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,1,77.12,71.70,20.00,65.52 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,1,72.55,78.57,28.80,37.93 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,2,64.29,54.39,29.90,51.67 c2d/diabetes,j48,tbin,tested_positive,614,154,4,2,66.88,58.49,28.71,51.67 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,2,64.29,54.39,29.90,51.67 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,2,66.23,56.67,27.66,56.67 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,3,73.20,58.14,20.91,52.08 c2d/diabetes,j48,tbin,tested_positive,615,153,4,3,68.63,50.00,25.64,37.50 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,3,73.20,58.14,20.91,52.08 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,3,68.63,50.00,23.36,47.92 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,4,76.62,66.10,16.84,70.91 c2d/diabetes,j48,tbin,tested_positive,614,154,4,4,77.92,75.61,21.24,56.36 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,4,76.62,66.10,16.84,70.91 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,4,75.97,78.12,24.59,45.45 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,5,84.97,75.56,11.11,73.91 c2d/diabetes,j48,tbin,tested_positive,615,153,4,5,82.35,74.36,14.91,63.04 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,5,84.97,75.56,11.11,73.91 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,5,78.43,76.00,21.09,41.30 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,1,71.24,50.00,19.63,52.27 c2d/diabetes,j48,tbin,tested_positive,615,153,5,1,73.86,54.00,16.50,61.36 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,1,71.24,50.00,19.63,52.27 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,1,70.59,48.98,19.23,54.55 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,2,73.38,55.56,17.00,63.83 c2d/diabetes,j48,tbin,tested_positive,614,154,5,2,79.87,64.29,11.22,76.60 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,2,73.38,55.56,17.00,63.83 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,2,78.57,70.59,19.17,51.06 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,3,78.43,75.00,19.80,66.10 c2d/diabetes,j48,tbin,tested_positive,615,153,5,3,75.16,72.34,23.58,57.63 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,3,78.43,75.00,19.80,66.10 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,3,72.55,77.42,28.69,40.68 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,4,74.03,63.64,20.20,63.64 c2d/diabetes,j48,tbin,tested_positive,614,154,5,4,77.27,73.81,21.43,56.36 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,4,74.03,63.64,20.20,63.64 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,4,74.68,78.57,26.19,40.00 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,5,74.51,81.08,27.59,48.39 c2d/diabetes,j48,tbin,tested_positive,615,153,5,5,72.55,85.71,30.40,38.71 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,5,74.51,81.08,27.59,48.39 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,5,71.24,87.50,31.78,33.87 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,1,81.05,74.51,15.69,70.37 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,1,74.51,65.96,21.70,57.41 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,1,81.05,74.51,15.69,70.37 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,1,75.82,84.00,25.78,38.89 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,2,77.27,67.21,16.13,73.21 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,2,79.87,72.73,16.16,71.43 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,2,77.27,67.21,16.13,73.21 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,2,75.32,82.14,26.19,41.07 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,3,80.39,69.81,14.00,72.55 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,3,81.05,72.92,15.24,68.63 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,3,80.39,69.81,14.00,72.55 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,3,77.12,83.33,24.03,39.22 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,1,4,73.38,65.91,23.64,52.73 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,1,4,74.03,68.29,23.89,50.91 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,1,4,73.38,65.91,23.64,52.73 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,1,4,71.43,73.91,29.01,30.91 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,1,5,79.08,67.86,14.43,73.08 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,1,5,77.78,66.67,16.16,69.23 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,1,5,79.08,67.86,14.43,73.08 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,1,5,73.86,77.27,26.72,32.69 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,1,80.39,74.55,16.33,71.93 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,1,77.12,72.92,20.95,61.40 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,1,80.39,74.55,16.33,71.93 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,1,71.90,79.17,29.46,33.33 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,2,72.73,65.52,22.92,63.33 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,2,70.78,67.44,27.93,48.33 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,2,72.73,65.52,22.92,63.33 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,2,71.43,83.33,30.77,33.33 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,3,79.08,70.37,16.16,70.37 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,3,79.08,72.00,17.48,66.67 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,3,79.08,70.37,16.16,70.37 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,3,78.43,86.21,23.39,46.30 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,2,4,74.68,58.62,15.62,69.39 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,2,4,77.92,64.71,15.53,67.35 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,2,4,74.68,58.62,15.62,69.39 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,2,4,74.68,70.83,24.62,34.69 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,2,5,80.39,70.73,16.07,61.70 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,2,5,79.74,68.18,15.60,63.83 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,2,5,80.39,70.73,16.07,61.70 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,2,5,77.12,80.00,23.31,34.04 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,1,79.08,66.04,14.00,71.43 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,1,78.43,67.39,16.82,63.27 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,1,79.08,66.04,14.00,71.43 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,1,77.12,81.82,23.66,36.73 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,2,75.97,71.11,22.02,57.14 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,2,76.62,72.73,21.82,57.14 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,2,75.97,71.11,22.02,57.14 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,2,69.48,73.68,31.11,25.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,3,80.39,69.39,14.42,69.39 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,3,77.12,63.46,15.84,67.35 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,3,80.39,69.39,14.42,69.39 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,3,69.93,52.83,21.00,57.14 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,4,77.92,71.15,18.63,66.07 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,4,79.22,75.00,18.87,64.29 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,4,77.92,71.15,18.63,66.07 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,4,77.92,89.29,24.60,44.64 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,5,75.82,66.67,17.78,72.41 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,5,77.78,70.00,17.20,72.41 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,5,75.82,66.67,17.78,72.41 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,5,71.24,75.00,29.60,36.21 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,1,77.12,67.86,17.53,69.09 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,1,75.82,68.75,20.95,60.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,1,77.12,67.86,17.53,69.09 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,1,71.24,73.91,29.23,30.91 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,2,73.38,67.27,23.23,61.67 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,2,70.13,67.50,28.95,45.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,2,73.38,67.27,23.23,61.67 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,2,68.18,72.00,32.56,30.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,3,81.70,76.27,14.89,76.27 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,3,84.97,83.33,14.14,76.27 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,3,81.70,76.27,14.89,76.27 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,3,71.90,80.77,29.92,35.59 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,4,80.52,68.63,13.59,71.43 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,4,80.52,67.92,12.87,73.47 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,4,80.52,68.63,13.59,71.43 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,4,85.06,96.43,17.46,55.10 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,5,75.82,58.70,16.82,60.00 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,5,75.16,60.61,20.83,44.44 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,5,75.82,58.70,16.82,60.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,5,69.28,48.08,19.80,55.56 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,1,72.55,56.36,18.37,63.27 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,1,77.12,65.22,17.76,61.22 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,1,72.55,56.36,18.37,63.27 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,1,67.32,49.23,19.32,65.31 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,2,83.77,83.67,16.19,70.69 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,2,81.82,87.50,20.18,60.34 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,2,83.77,83.67,16.19,70.69 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,2,77.27,96.00,26.36,41.38 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,3,80.39,72.31,13.64,79.66 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,3,79.08,72.13,16.30,74.58 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,3,80.39,72.31,13.64,79.66 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,3,73.20,76.47,27.73,44.07 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,4,78.57,72.22,18.00,68.42 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,4,81.17,78.00,17.31,68.42 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,4,78.57,72.22,18.00,68.42 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,4,74.03,84.00,27.91,36.84 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,5,75.16,58.14,18.18,55.56 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,5,73.20,57.14,23.20,35.56 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,5,75.16,58.14,18.18,55.56 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,5,73.20,70.00,26.57,15.56 /home/donaldb/var/weka/xval.26326 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-c,bayes,cat,>50_1,243,60,1,1,76.67,76.67,23.33,76.67 e2i/heart-c,j48,cat,>50_1,243,60,1,1,70.00,68.75,28.57,73.33 e2i/heart-c,nbk,cat,>50_1,243,60,1,1,80.00,80.00,20.00,80.00 e2i/heart-c,oneR,cat,>50_1,243,60,1,1,68.33,66.67,29.63,73.33 e2i/heart-c,bayes,cat,>50_1,242,61,1,2,81.97,76.00,13.89,79.17 e2i/heart-c,j48,cat,>50_1,242,61,1,2,77.05,70.83,18.92,70.83 e2i/heart-c,nbk,cat,>50_1,242,61,1,2,83.61,76.92,11.43,83.33 e2i/heart-c,oneR,cat,>50_1,242,61,1,2,73.77,65.38,20.00,70.83 e2i/heart-c,bayes,cat,>50_1,243,60,1,3,85.00,92.00,20.00,76.67 e2i/heart-c,j48,cat,>50_1,243,60,1,3,75.00,80.00,28.57,66.67 e2i/heart-c,nbk,cat,>50_1,243,60,1,3,85.00,92.00,20.00,76.67 e2i/heart-c,oneR,cat,>50_1,243,60,1,3,76.67,80.77,26.47,70.00 e2i/heart-c,bayes,cat,>50_1,242,61,1,4,88.52,92.31,14.29,82.76 e2i/heart-c,j48,cat,>50_1,242,61,1,4,80.33,81.48,20.59,75.86 e2i/heart-c,nbk,cat,>50_1,242,61,1,4,81.97,87.50,21.62,72.41 e2i/heart-c,oneR,cat,>50_1,242,61,1,4,75.41,76.92,25.71,68.97 e2i/heart-c,bayes,cat,>50_1,243,60,1,5,88.33,84.62,8.82,88.00 e2i/heart-c,j48,cat,>50_1,243,60,1,5,80.00,74.07,15.15,80.00 e2i/heart-c,nbk,cat,>50_1,243,60,1,5,88.33,84.62,8.82,88.00 e2i/heart-c,oneR,cat,>50_1,243,60,1,5,76.67,67.74,13.79,84.00 e2i/heart-c,bayes,cat,>50_1,242,60,2,1,73.33,63.64,21.05,63.64 e2i/heart-c,j48,cat,>50_1,242,60,2,1,73.33,63.64,21.05,63.64 e2i/heart-c,nbk,cat,>50_1,242,60,2,1,73.33,62.50,19.44,68.18 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e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,3,4,72.13,72.73,26.32,61.54 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,3,4,70.49,65.38,25.71,65.38 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,5,88.33,91.67,13.89,81.48 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,5,78.33,81.82,23.68,66.67 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,5,88.33,91.67,13.89,81.48 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,5,70.00,66.67,27.27,66.67 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,1,81.67,88.46,23.53,74.19 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,1,81.67,88.46,23.53,74.19 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,1,81.67,88.46,23.53,74.19 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,1,73.33,82.61,32.43,61.29 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,2,83.61,86.21,18.75,80.65 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,2,75.41,78.57,27.27,70.97 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,2,83.61,86.21,18.75,80.65 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,2,65.57,69.23,37.14,58.06 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,3,88.33,90.00,12.50,78.26 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,3,71.67,60.71,18.75,73.91 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,3,88.33,90.00,12.50,78.26 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,3,75.00,64.29,15.62,78.26 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,4,80.33,73.68,8.70,93.33 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,4,73.77,69.44,20.00,83.33 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,4,80.33,73.68,8.70,93.33 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,4,67.21,64.71,29.63,73.33 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,5,85.00,81.82,13.16,78.26 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,5,83.33,80.95,15.38,73.91 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,5,85.00,81.82,13.16,78.26 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,5,78.33,70.83,16.67,73.91 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,1,76.67,75.86,22.58,75.86 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,1,68.33,67.86,31.25,65.52 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,1,76.67,75.86,22.58,75.86 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,1,68.33,66.67,30.00,68.97 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,2,81.97,76.67,12.90,85.19 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,2,78.69,75.00,18.18,77.78 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,2,81.97,76.67,12.90,85.19 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,2,72.13,66.67,22.58,74.07 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,3,83.33,87.50,19.44,75.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,3,76.67,79.17,25.00,67.86 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,3,83.33,87.50,19.44,75.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,3,78.33,82.61,24.32,67.86 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,4,90.16,88.89,8.82,88.89 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,4,85.25,84.62,14.29,81.48 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,4,90.16,88.89,8.82,88.89 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,4,77.05,70.97,16.67,81.48 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,5,88.33,88.00,11.43,84.62 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,5,85.00,86.96,16.22,76.92 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,5,88.33,88.00,11.43,84.62 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,5,73.33,65.62,17.86,80.77 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-h,bayes,cat,>50_1,236,58,1,1,82.76,82.61,17.14,76.00 e2i/heart-h,j48,cat,>50_1,236,58,1,1,68.97,68.42,30.77,52.00 e2i/heart-h,nbk,cat,>50_1,236,58,1,1,81.03,81.82,19.44,72.00 e2i/heart-h,oneR,cat,>50_1,236,58,1,1,70.69,70.00,28.95,56.00 e2i/heart-h,bayes,cat,>50_1,235,59,1,2,88.14,90.48,13.16,79.17 e2i/heart-h,j48,cat,>50_1,235,59,1,2,83.05,85.00,17.95,70.83 e2i/heart-h,nbk,cat,>50_1,235,59,1,2,88.14,94.74,15.00,75.00 e2i/heart-h,oneR,cat,>50_1,235,59,1,2,83.05,93.75,20.93,62.50 e2i/heart-h,bayes,cat,>50_1,235,59,1,3,77.97,62.50,11.43,78.95 e2i/heart-h,j48,cat,>50_1,235,59,1,3,77.97,61.54,9.09,84.21 e2i/heart-h,nbk,cat,>50_1,235,59,1,3,79.66,65.22,11.11,78.95 e2i/heart-h,oneR,cat,>50_1,235,59,1,3,84.75,75.00,10.26,78.95 e2i/heart-h,bayes,cat,>50_1,235,59,1,4,96.61,93.75,2.33,93.75 e2i/heart-h,j48,cat,>50_1,235,59,1,4,86.44,83.33,12.77,62.50 e2i/heart-h,nbk,cat,>50_1,235,59,1,4,94.92,100.00,6.52,81.25 e2i/heart-h,oneR,cat,>50_1,235,59,1,4,93.22,87.50,4.65,87.50 e2i/heart-h,bayes,cat,>50_1,236,58,1,5,75.86,70.00,21.05,63.64 e2i/heart-h,j48,cat,>50_1,236,58,1,5,70.69,61.90,24.32,59.09 e2i/heart-h,nbk,cat,>50_1,236,58,1,5,75.86,72.22,22.50,59.09 e2i/heart-h,oneR,cat,>50_1,236,58,1,5,65.52,55.56,30.00,45.45 e2i/heart-h,bayes,cat,>50_1,236,58,2,1,84.48,73.91,8.57,85.00 e2i/heart-h,j48,cat,>50_1,236,58,2,1,79.31,78.57,20.45,55.00 e2i/heart-h,nbk,cat,>50_1,236,58,2,1,89.66,85.00,7.89,85.00 e2i/heart-h,oneR,cat,>50_1,236,58,2,1,81.03,80.00,18.60,60.00 e2i/heart-h,bayes,cat,>50_1,235,59,2,2,83.05,79.17,14.29,79.17 e2i/heart-h,j48,cat,>50_1,235,59,2,2,76.27,75.00,23.08,62.50 e2i/heart-h,nbk,cat,>50_1,235,59,2,2,81.36,78.26,16.67,75.00 e2i/heart-h,oneR,cat,>50_1,235,59,2,2,76.27,75.00,23.08,62.50 e2i/heart-h,bayes,cat,>50_1,235,59,2,3,86.44,77.78,9.76,77.78 e2i/heart-h,j48,cat,>50_1,235,59,2,3,74.58,57.89,17.50,61.11 e2i/heart-h,nbk,cat,>50_1,235,59,2,3,88.14,86.67,11.36,72.22 e2i/heart-h,oneR,cat,>50_1,235,59,2,3,83.05,72.22,12.20,72.22 e2i/heart-h,bayes,cat,>50_1,235,59,2,4,81.36,89.47,22.50,65.38 e2i/heart-h,j48,cat,>50_1,235,59,2,4,72.88,75.00,28.21,57.69 e2i/heart-h,nbk,cat,>50_1,235,59,2,4,79.66,93.75,25.58,57.69 e2i/heart-h,oneR,cat,>50_1,235,59,2,4,71.19,73.68,30.00,53.85 e2i/heart-h,bayes,cat,>50_1,236,58,2,5,84.48,71.43,8.11,83.33 e2i/heart-h,j48,cat,>50_1,236,58,2,5,84.48,73.68,10.26,77.78 e2i/heart-h,nbk,cat,>50_1,236,58,2,5,86.21,77.78,10.00,77.78 e2i/heart-h,oneR,cat,>50_1,236,58,2,5,87.93,78.95,7.69,83.33 e2i/heart-h,bayes,cat,>50_1,236,58,3,1,89.66,100.00,13.95,71.43 e2i/heart-h,j48,cat,>50_1,236,58,3,1,82.76,86.67,18.60,61.90 e2i/heart-h,nbk,cat,>50_1,236,58,3,1,87.93,100.00,15.91,66.67 e2i/heart-h,oneR,cat,>50_1,236,58,3,1,86.21,93.33,16.28,66.67 e2i/heart-h,bayes,cat,>50_1,235,59,3,2,84.75,78.57,13.33,64.71 e2i/heart-h,j48,cat,>50_1,235,59,3,2,67.80,44.44,21.95,47.06 e2i/heart-h,nbk,cat,>50_1,235,59,3,2,84.75,83.33,14.89,58.82 e2i/heart-h,oneR,cat,>50_1,235,59,3,2,86.44,90.91,14.58,58.82 e2i/heart-h,bayes,cat,>50_1,235,59,3,3,88.14,85.71,9.68,88.89 e2i/heart-h,j48,cat,>50_1,235,59,3,3,76.27,80.95,26.32,62.96 e2i/heart-h,nbk,cat,>50_1,235,59,3,3,86.44,85.19,12.50,85.19 e2i/heart-h,oneR,cat,>50_1,235,59,3,3,76.27,80.95,26.32,62.96 e2i/heart-h,bayes,cat,>50_1,235,59,3,4,84.75,72.22,9.76,76.47 e2i/heart-h,j48,cat,>50_1,235,59,3,4,83.05,68.42,10.00,76.47 e2i/heart-h,nbk,cat,>50_1,235,59,3,4,86.44,76.47,9.52,76.47 e2i/heart-h,oneR,cat,>50_1,235,59,3,4,77.97,62.50,16.28,58.82 e2i/heart-h,bayes,cat,>50_1,236,58,3,5,72.41,64.29,20.00,75.00 e2i/heart-h,j48,cat,>50_1,236,58,3,5,74.14,65.52,17.24,79.17 e2i/heart-h,nbk,cat,>50_1,236,58,3,5,77.59,72.00,18.18,75.00 e2i/heart-h,oneR,cat,>50_1,236,58,3,5,77.59,72.00,18.18,75.00 e2i/heart-h,bayes,cat,>50_1,236,58,4,1,82.76,75.00,11.76,81.82 e2i/heart-h,j48,cat,>50_1,236,58,4,1,79.31,70.83,14.71,77.27 e2i/heart-h,nbk,cat,>50_1,236,58,4,1,81.03,76.19,16.22,72.73 e2i/heart-h,oneR,cat,>50_1,236,58,4,1,77.59,73.68,20.51,63.64 e2i/heart-h,bayes,cat,>50_1,235,59,4,2,84.75,80.00,12.82,76.19 e2i/heart-h,j48,cat,>50_1,235,59,4,2,81.36,77.78,17.07,66.67 e2i/heart-h,nbk,cat,>50_1,235,59,4,2,86.44,84.21,12.50,76.19 e2i/heart-h,oneR,cat,>50_1,235,59,4,2,77.97,72.22,19.51,61.90 e2i/heart-h,bayes,cat,>50_1,235,59,4,3,77.97,65.22,13.89,75.00 e2i/heart-h,j48,cat,>50_1,235,59,4,3,77.97,65.22,13.89,75.00 e2i/heart-h,nbk,cat,>50_1,235,59,4,3,83.05,75.00,12.82,75.00 e2i/heart-h,oneR,cat,>50_1,235,59,4,3,84.75,78.95,12.50,75.00 e2i/heart-h,bayes,cat,>50_1,235,59,4,4,79.66,88.24,23.81,60.00 e2i/heart-h,j48,cat,>50_1,235,59,4,4,76.27,82.35,26.19,56.00 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e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,5,5,84.48,81.82,13.89,78.26 /home/donaldb/var/weka/xval.4243 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/ionosphere,bayes,cat,g,281,70,1,1,80.00,91.43,31.43,74.42 e2i/ionosphere,j48,cat,g,281,70,1,1,84.29,90.00,23.33,83.72 e2i/ionosphere,nbk,cat,g,281,70,1,1,94.29,95.35,7.41,95.35 e2i/ionosphere,oneR,cat,g,281,70,1,1,80.00,85.37,27.59,81.40 e2i/ionosphere,bayes,cat,g,281,70,1,2,81.43,86.36,26.92,84.44 e2i/ionosphere,j48,cat,g,281,70,1,2,90.00,86.54,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,1,2,88.57,87.76,9.52,95.56 e2i/ionosphere,oneR,cat,g,281,70,1,2,77.14,77.36,23.53,91.11 e2i/ionosphere,bayes,cat,g,281,70,1,3,90.00,95.45,19.23,89.36 e2i/ionosphere,j48,cat,g,281,70,1,3,91.43,93.62,13.04,93.62 e2i/ionosphere,nbk,cat,g,281,70,1,3,94.29,97.78,12.00,93.62 e2i/ionosphere,oneR,cat,g,281,70,1,3,82.86,85.71,23.81,89.36 e2i/ionosphere,bayes,cat,g,281,70,1,4,88.57,95.65,25.00,88.00 e2i/ionosphere,j48,cat,g,281,70,1,4,94.29,94.23,5.56,98.00 e2i/ionosphere,nbk,cat,g,281,70,1,4,92.86,95.92,14.29,94.00 e2i/ionosphere,oneR,cat,g,281,70,1,4,81.43,84.91,29.41,90.00 e2i/ionosphere,bayes,cat,g,281,70,1,5,77.14,87.50,31.58,70.00 e2i/ionosphere,j48,cat,g,281,70,1,5,88.57,92.11,15.62,87.50 e2i/ionosphere,nbk,cat,g,281,70,1,5,88.57,92.11,15.62,87.50 e2i/ionosphere,oneR,cat,g,281,70,1,5,81.43,78.72,13.04,92.50 e2i/ionosphere,bayes,cat,g,281,70,2,1,78.57,92.31,38.71,75.00 e2i/ionosphere,j48,cat,g,281,70,2,1,90.00,90.20,10.53,95.83 e2i/ionosphere,nbk,cat,g,281,70,2,1,91.43,93.75,13.64,93.75 e2i/ionosphere,oneR,cat,g,281,70,2,1,91.43,93.75,13.64,93.75 e2i/ionosphere,bayes,cat,g,281,70,2,2,84.29,84.44,16.00,90.48 e2i/ionosphere,j48,cat,g,281,70,2,2,81.43,80.85,17.39,90.48 e2i/ionosphere,nbk,cat,g,281,70,2,2,88.57,86.96,8.33,95.24 e2i/ionosphere,oneR,cat,g,281,70,2,2,80.00,75.93,6.25,97.62 e2i/ionosphere,bayes,cat,g,281,70,2,3,78.57,96.43,33.33,65.85 e2i/ionosphere,j48,cat,g,281,70,2,3,84.29,94.12,25.00,78.05 e2i/ionosphere,nbk,cat,g,281,70,2,3,91.43,97.30,15.15,87.80 e2i/ionosphere,oneR,cat,g,281,70,2,3,78.57,79.55,23.08,85.37 e2i/ionosphere,bayes,cat,g,281,70,2,4,85.71,90.70,22.22,86.67 e2i/ionosphere,j48,cat,g,281,70,2,4,87.14,87.50,13.64,93.33 e2i/ionosphere,nbk,cat,g,281,70,2,4,90.00,93.18,15.38,91.11 e2i/ionosphere,oneR,cat,g,281,70,2,4,78.57,84.09,30.77,82.22 e2i/ionosphere,bayes,cat,g,281,70,2,5,85.71,95.35,29.63,83.67 e2i/ionosphere,j48,cat,g,281,70,2,5,91.43,95.74,17.39,91.84 e2i/ionosphere,nbk,cat,g,281,70,2,5,95.71,97.92,9.09,95.92 e2i/ionosphere,oneR,cat,g,281,70,2,5,81.43,87.50,31.82,85.71 e2i/ionosphere,bayes,cat,g,281,70,3,1,80.00,84.09,26.92,84.09 e2i/ionosphere,j48,cat,g,281,70,3,1,88.57,84.62,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,3,1,88.57,90.91,15.38,90.91 e2i/ionosphere,oneR,cat,g,281,70,3,1,80.00,81.25,22.73,88.64 e2i/ionosphere,bayes,cat,g,281,70,3,2,82.86,93.94,27.03,75.61 e2i/ionosphere,j48,cat,g,281,70,3,2,90.00,86.96,4.17,97.56 e2i/ionosphere,nbk,cat,g,281,70,3,2,90.00,94.74,15.62,87.80 e2i/ionosphere,oneR,cat,g,281,70,3,2,85.71,86.05,14.81,90.24 e2i/ionosphere,bayes,cat,g,281,70,3,3,80.00,87.18,29.03,79.07 e2i/ionosphere,j48,cat,g,281,70,3,3,85.71,86.67,16.00,90.70 e2i/ionosphere,nbk,cat,g,281,70,3,3,92.86,91.30,4.17,97.67 e2i/ionosphere,oneR,cat,g,281,70,3,3,77.14,80.00,28.00,83.72 e2i/ionosphere,bayes,cat,g,281,70,3,4,84.29,94.59,27.27,79.55 e2i/ionosphere,j48,cat,g,281,70,3,4,92.86,93.33,8.00,95.45 e2i/ionosphere,nbk,cat,g,281,70,3,4,87.14,94.87,22.58,84.09 e2i/ionosphere,oneR,cat,g,281,70,3,4,87.14,84.31,5.26,97.73 e2i/ionosphere,bayes,cat,g,281,70,3,5,88.57,97.87,30.43,86.79 e2i/ionosphere,j48,cat,g,281,70,3,5,97.14,98.11,5.88,98.11 e2i/ionosphere,nbk,cat,g,281,70,3,5,95.71,98.08,11.11,96.23 e2i/ionosphere,oneR,cat,g,281,70,3,5,90.00,96.00,25.00,90.57 e2i/ionosphere,bayes,cat,g,281,70,4,1,82.86,88.10,25.00,84.09 e2i/ionosphere,j48,cat,g,281,70,4,1,91.43,93.18,11.54,93.18 e2i/ionosphere,nbk,cat,g,281,70,4,1,90.00,91.11,12.00,93.18 e2i/ionosphere,oneR,cat,g,281,70,4,1,80.00,82.61,25.00,86.36 e2i/ionosphere,bayes,cat,g,281,70,4,2,77.14,88.89,35.29,72.73 e2i/ionosphere,j48,cat,g,281,70,4,2,85.71,85.42,13.64,93.18 e2i/ionosphere,nbk,cat,g,281,70,4,2,90.00,93.02,14.81,90.91 e2i/ionosphere,oneR,cat,g,281,70,4,2,82.86,82.00,15.00,93.18 e2i/ionosphere,bayes,cat,g,281,70,4,3,82.86,92.50,30.00,80.43 e2i/ionosphere,j48,cat,g,281,70,4,3,85.71,89.13,20.83,89.13 e2i/ionosphere,nbk,cat,g,281,70,4,3,88.57,93.18,19.23,89.13 e2i/ionosphere,oneR,cat,g,281,70,4,3,88.57,89.58,13.64,93.48 e2i/ionosphere,bayes,cat,g,281,70,4,4,78.57,92.50,40.00,75.51 e2i/ionosphere,j48,cat,g,281,70,4,4,90.00,88.89,6.25,97.96 e2i/ionosphere,nbk,cat,g,281,70,4,4,94.29,95.92,9.52,95.92 e2i/ionosphere,oneR,cat,g,281,70,4,4,82.86,86.27,26.32,89.80 e2i/ionosphere,bayes,cat,g,281,70,4,5,87.14,92.11,18.75,85.37 e2i/ionosphere,j48,cat,g,281,70,4,5,88.57,90.24,13.79,90.24 e2i/ionosphere,nbk,cat,g,281,70,4,5,95.71,97.50,6.67,95.12 e2i/ionosphere,oneR,cat,g,281,70,4,5,82.86,83.72,18.52,87.80 e2i/ionosphere,bayes,cat,g,280,70,5,1,85.71,89.74,19.35,85.37 e2i/ionosphere,j48,cat,g,280,70,5,1,90.00,88.64,7.69,95.12 e2i/ionosphere,nbk,cat,g,280,70,5,1,92.86,95.00,10.00,92.68 e2i/ionosphere,oneR,cat,g,280,70,5,1,82.86,82.22,16.00,90.24 e2i/ionosphere,bayes,cat,g,280,70,5,2,80.00,87.50,30.00,79.55 e2i/ionosphere,j48,cat,g,280,70,5,2,91.43,89.58,4.55,97.73 e2i/ionosphere,nbk,cat,g,280,70,5,2,87.14,90.70,18.52,88.64 e2i/ionosphere,oneR,cat,g,280,70,5,2,81.43,80.39,15.79,93.18 e2i/ionosphere,bayes,cat,g,280,70,5,3,87.14,92.11,18.75,85.37 e2i/ionosphere,j48,cat,g,280,70,5,3,85.71,84.44,12.00,92.68 e2i/ionosphere,nbk,cat,g,280,70,5,3,97.14,95.35,0.00,100.00 e2i/ionosphere,oneR,cat,g,280,70,5,3,81.43,78.00,10.00,95.12 e2i/ionosphere,bayes,cat,g,280,70,5,4,82.86,97.62,39.29,78.85 e2i/ionosphere,j48,cat,g,280,70,5,4,94.29,96.15,11.11,96.15 e2i/ionosphere,nbk,cat,g,280,70,5,4,91.43,97.92,22.73,90.38 e2i/ionosphere,oneR,cat,g,280,70,5,4,87.14,97.78,32.00,84.62 e2i/ionosphere,bayes,cat,g,280,70,5,5,78.57,89.74,35.48,76.09 e2i/ionosphere,j48,cat,g,280,70,5,5,88.57,86.54,5.56,97.83 e2i/ionosphere,nbk,cat,g,280,70,5,5,90.00,91.49,13.04,93.48 e2i/ionosphere,oneR,cat,g,280,70,5,5,87.14,89.36,17.39,91.30 e2i/ionosphere,bayes,disctree,g,280,70,1,1,92.86,97.78,16.00,91.67 e2i/ionosphere,j48,disctree,g,280,70,1,1,92.86,92.16,5.26,97.92 e2i/ionosphere,nbk,disctree,g,280,70,1,1,92.86,97.78,16.00,91.67 e2i/ionosphere,oneR,disctree,g,280,70,1,1,75.71,84.44,40.00,79.17 e2i/ionosphere,bayes,disctree,g,280,70,1,2,92.86,91.11,4.00,97.62 e2i/ionosphere,j48,disctree,g,280,70,1,2,88.57,85.42,4.55,97.62 e2i/ionosphere,nbk,disctree,g,280,70,1,2,92.86,91.11,4.00,97.62 e2i/ionosphere,oneR,disctree,g,280,70,1,2,80.00,75.00,0.00,100.00 e2i/ionosphere,bayes,disctree,g,280,70,1,3,88.57,87.76,9.52,95.56 e2i/ionosphere,j48,disctree,g,280,70,1,3,88.57,91.11,16.00,91.11 e2i/ionosphere,nbk,disctree,g,280,70,1,3,88.57,87.76,9.52,95.56 e2i/ionosphere,oneR,disctree,g,280,70,1,3,81.43,77.59,0.00,100.00 e2i/ionosphere,bayes,disctree,g,280,70,1,4,90.00,87.76,4.76,97.73 e2i/ionosphere,j48,disctree,g,280,70,1,4,88.57,86.00,5.00,97.73 e2i/ionosphere,nbk,disctree,g,280,70,1,4,90.00,87.76,4.76,97.73 e2i/ionosphere,oneR,disctree,g,280,70,1,4,80.00,75.86,0.00,100.00 e2i/ionosphere,bayes,disctree,g,280,70,1,5,87.14,86.27,10.53,95.65 e2i/ionosphere,j48,disctree,g,280,70,1,5,90.00,89.80,9.52,95.65 e2i/ionosphere,nbk,disctree,g,280,70,1,5,87.14,86.27,10.53,95.65 e2i/ionosphere,oneR,disctree,g,280,70,1,5,82.86,86.96,25.00,86.96 e2i/ionosphere,bayes,disctree,g,281,70,2,1,88.57,93.18,19.23,89.13 e2i/ionosphere,j48,disctree,g,281,70,2,1,87.14,89.36,17.39,91.30 e2i/ionosphere,nbk,disctree,g,281,70,2,1,88.57,93.18,19.23,89.13 e2i/ionosphere,oneR,disctree,g,281,70,2,1,78.57,82.98,30.43,84.78 e2i/ionosphere,bayes,disctree,g,281,70,2,2,87.14,84.31,5.26,97.73 e2i/ionosphere,j48,disctree,g,281,70,2,2,87.14,83.02,0.00,100.00 e2i/ionosphere,nbk,disctree,g,281,70,2,2,87.14,84.31,5.26,97.73 e2i/ionosphere,oneR,disctree,g,281,70,2,2,84.29,85.11,17.39,90.91 e2i/ionosphere,bayes,disctree,g,281,70,2,3,91.43,93.33,12.00,93.33 e2i/ionosphere,j48,disctree,g,281,70,2,3,84.29,90.48,25.00,84.44 e2i/ionosphere,nbk,disctree,g,281,70,2,3,91.43,93.33,12.00,93.33 e2i/ionosphere,oneR,disctree,g,281,70,2,3,82.86,78.95,0.00,100.00 e2i/ionosphere,bayes,disctree,g,281,70,2,4,88.57,86.67,8.00,95.12 e2i/ionosphere,j48,disctree,g,281,70,2,4,91.43,87.23,0.00,100.00 e2i/ionosphere,nbk,disctree,g,281,70,2,4,88.57,86.67,8.00,95.12 e2i/ionosphere,oneR,disctree,g,281,70,2,4,77.14,79.07,25.93,82.93 e2i/ionosphere,bayes,disctree,g,281,70,2,5,94.29,94.00,5.00,97.92 e2i/ionosphere,j48,disctree,g,281,70,2,5,94.29,92.31,0.00,100.00 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e2i/ionosphere,j48,fayyadIrani,g,281,70,1,3,92.86,90.74,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,3,92.86,95.83,13.64,93.88 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,3,91.43,92.16,10.53,95.92 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,4,85.71,87.50,18.18,91.30 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,4,88.57,88.00,10.00,95.65 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,4,85.71,87.50,18.18,91.30 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,4,82.86,86.96,25.00,86.96 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,5,88.57,87.23,8.70,95.35 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,5,88.57,88.89,12.00,93.02 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,5,88.57,87.23,8.70,95.35 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,5,80.00,77.36,11.76,95.35 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,1,92.86,92.00,5.00,97.87 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,1,91.43,91.84,9.52,95.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,1,92.86,92.00,5.00,97.87 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,1,92.86,92.00,5.00,97.87 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,2,90.00,89.13,8.33,95.35 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,2,84.29,86.36,19.23,88.37 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,2,90.00,89.13,8.33,95.35 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,2,87.14,85.42,9.09,95.35 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,3,87.14,86.96,12.50,93.02 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,3,87.14,85.42,9.09,95.35 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,3,87.14,86.96,12.50,93.02 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,3,82.86,82.98,17.39,90.70 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,4,87.14,93.18,23.08,87.23 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,4,81.43,86.96,29.17,85.11 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,4,87.14,93.18,23.08,87.23 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,4,85.71,89.36,21.74,89.36 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,5,94.29,91.67,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,5,88.57,86.00,5.00,97.73 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,5,94.29,91.67,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,5,90.00,89.36,8.70,95.45 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,1,91.43,91.30,8.33,95.45 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,1,92.86,91.49,4.35,97.73 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,1,91.43,91.30,8.33,95.45 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,1,91.43,91.30,8.33,95.45 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,2,91.43,89.13,4.17,97.62 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,2,88.57,86.96,8.33,95.24 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,2,91.43,89.13,4.17,97.62 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,2,84.29,84.44,16.00,90.48 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,3,88.57,88.24,10.53,95.74 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,3,91.43,90.20,5.26,97.87 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,3,88.57,88.24,10.53,95.74 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,3,87.14,86.54,11.11,95.74 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,4,88.57,92.16,21.05,92.16 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,4,91.43,95.92,19.05,92.16 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,4,88.57,92.16,21.05,92.16 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,4,85.71,88.68,23.53,92.16 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,5,91.43,92.50,10.00,92.50 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,5,90.00,88.37,7.41,95.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,5,91.43,92.50,10.00,92.50 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,5,90.00,88.37,7.41,95.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,1,90.00,88.89,8.00,95.24 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,1,91.43,92.86,10.71,92.86 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,1,90.00,88.89,8.00,95.24 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,1,85.71,86.36,15.38,90.48 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,2,95.71,97.96,9.52,96.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,2,91.43,92.31,11.11,96.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,2,95.71,97.96,9.52,96.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,2,92.86,92.45,5.88,98.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,3,90.00,91.11,12.00,93.18 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,3,91.43,91.30,8.33,95.45 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,3,90.00,91.11,12.00,93.18 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,3,82.86,84.78,20.83,88.64 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,4,85.71,82.98,8.70,95.12 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,4,90.00,86.96,4.17,97.56 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,4,85.71,82.98,8.70,95.12 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,4,87.14,83.33,4.55,97.56 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,5,94.29,95.83,9.09,95.83 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,5,94.29,92.31,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,5,94.29,95.83,9.09,95.83 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,5,90.00,91.84,14.29,93.75 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,1,90.00,89.58,9.09,95.56 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,1,84.29,84.00,15.00,93.33 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,1,90.00,89.58,9.09,95.56 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,1,82.86,83.67,19.05,91.11 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,2,87.14,91.30,20.83,89.36 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,2,91.43,93.62,13.04,93.62 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,2,87.14,91.30,20.83,89.36 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,2,92.86,95.65,12.50,93.62 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,3,88.57,88.24,10.53,95.74 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,3,94.29,93.88,4.76,97.87 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,3,88.57,88.24,10.53,95.74 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,3,85.71,86.27,15.79,93.62 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,4,95.71,95.35,3.70,97.62 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,4,92.86,91.11,4.00,97.62 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,4,95.71,95.35,3.70,97.62 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,4,91.43,89.13,4.17,97.62 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,5,90.00,89.13,8.33,95.35 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,5,88.57,85.71,4.76,97.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,5,90.00,89.13,8.33,95.35 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,5,85.71,85.11,13.04,93.02 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/iris,bayes,cat,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,2,93.33,91.67,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,3,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 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,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,3,86.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,5,83.33,90.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,2,90.00,90.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 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,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,4,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,4,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 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,120,30,4,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,5,93.33,88.89,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,3,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,3,86.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,5,90.00,88.89,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,1,1,89.66,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,1,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,3,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,3,100.00,100.00,0.00,100.00 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,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,5,83.33,100.00,20.00,80.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,5,83.33,100.00,20.00,80.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,3,83.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,3,83.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,3,76.67,100.00,22.22,77.78 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,5,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,5,86.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,5,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,5,86.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,2,86.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,2,86.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,3,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,5,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,5,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,2,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,3,83.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,3,83.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,3,83.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,3,83.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 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,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 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,120,30,5,4,86.67,100.00,18.18,77.78 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,4,86.67,100.00,18.18,77.78 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,2,86.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,2,86.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,5,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,3,1,89.66,100.00,12.50,88.89 e2i/iris,nbk,tbin,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,3,1,89.66,100.00,12.50,88.89 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,5,86.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,5,86.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,2,86.67,100.00,8.33,88.89 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 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,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 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,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,3,86.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,2,86.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,2,86.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 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,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,4,1,86.21,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,4,1,86.21,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,2,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,3,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,3,100.00,100.00,0.00,100.00 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,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 /home/donaldb/var/weka/xval.14614 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,1,88.42,87.78,10.98,88.35 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,1,99.69,99.68,0.30,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,1,88.42,87.78,10.98,88.35 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,1,68.39,76.88,35.45,49.51 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,2,87.17,85.82,11.76,85.21 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,2,98.75,97.92,0.57,99.30 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,2,87.17,85.82,11.76,85.21 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,2,68.23,66.01,30.31,58.80 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,3,87.01,85.16,11.25,87.71 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,3,99.53,99.34,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,3,87.01,85.16,11.25,87.71 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,3,68.23,70.59,33.17,55.81 j2p/kr-vs-kp,bayes,cat,nowin,2550,639,1,4,87.32,89.90,14.91,83.96 j2p/kr-vs-kp,j48,cat,nowin,2550,639,1,4,99.22,99.68,1.23,98.74 j2p/kr-vs-kp,nbk,cat,nowin,2550,639,1,4,87.32,89.90,14.91,83.96 j2p/kr-vs-kp,oneR,cat,nowin,2550,639,1,4,65.57,76.06,38.80,44.97 j2p/kr-vs-kp,bayes,cat,nowin,2556,633,1,5,87.52,91.81,15.91,82.17 j2p/kr-vs-kp,j48,cat,nowin,2556,633,1,5,99.05,99.68,1.55,98.41 j2p/kr-vs-kp,nbk,cat,nowin,2556,633,1,5,87.52,91.81,15.91,82.17 j2p/kr-vs-kp,oneR,cat,nowin,2556,633,1,5,66.51,77.13,37.98,46.18 j2p/kr-vs-kp,bayes,cat,nowin,2549,639,2,1,87.79,88.78,13.04,85.29 j2p/kr-vs-kp,j48,cat,nowin,2549,639,2,1,98.75,99.01,1.49,98.37 j2p/kr-vs-kp,nbk,cat,nowin,2549,639,2,1,87.79,88.78,13.04,85.29 j2p/kr-vs-kp,oneR,cat,nowin,2549,639,2,1,68.86,72.38,33.25,56.54 j2p/kr-vs-kp,bayes,cat,nowin,2549,639,2,2,87.79,89.35,13.51,84.69 j2p/kr-vs-kp,j48,cat,nowin,2549,639,2,2,99.06,99.02,0.90,99.02 j2p/kr-vs-kp,nbk,cat,nowin,2549,639,2,2,87.79,89.35,13.51,84.69 j2p/kr-vs-kp,oneR,cat,nowin,2549,639,2,2,64.32,67.71,37.50,49.19 j2p/kr-vs-kp,bayes,cat,nowin,2549,639,2,3,87.48,87.94,12.96,86.83 j2p/kr-vs-kp,j48,cat,nowin,2549,639,2,3,99.69,100.00,0.62,99.37 j2p/kr-vs-kp,nbk,cat,nowin,2549,639,2,3,87.48,87.94,12.96,86.83 j2p/kr-vs-kp,oneR,cat,nowin,2549,639,2,3,65.73,73.36,38.12,49.22 j2p/kr-vs-kp,bayes,cat,nowin,2549,639,2,4,88.89,87.85,10.26,87.54 j2p/kr-vs-kp,j48,cat,nowin,2549,639,2,4,99.69,99.65,0.29,99.65 j2p/kr-vs-kp,nbk,cat,nowin,2549,639,2,4,88.89,87.85,10.26,87.54 j2p/kr-vs-kp,oneR,cat,nowin,2549,639,2,4,66.51,71.68,35.41,42.91 j2p/kr-vs-kp,bayes,cat,nowin,2556,632,2,5,86.87,87.50,13.69,84.92 j2p/kr-vs-kp,j48,cat,nowin,2556,632,2,5,99.84,99.67,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2556,632,2,5,86.87,87.50,13.69,84.92 j2p/kr-vs-kp,oneR,cat,nowin,2556,632,2,5,67.88,76.29,35.84,48.52 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,3,1,89.67,89.73,10.37,87.92 j2p/kr-vs-kp,j48,cat,nowin,2554,639,3,1,98.44,98.00,1.18,98.66 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,3,1,89.67,89.73,10.37,87.92 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,3,1,68.08,73.50,34.40,49.33 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,3,2,86.23,86.13,13.68,85.58 j2p/kr-vs-kp,j48,cat,nowin,2554,639,3,2,98.75,99.67,2.10,97.76 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,3,2,86.23,86.13,13.68,85.58 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,3,2,67.29,70.68,34.87,56.41 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,3,3,87.01,89.90,15.34,82.69 j2p/kr-vs-kp,j48,cat,nowin,2554,639,3,3,99.84,100.00,0.30,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,3,3,87.01,89.90,15.34,82.69 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,3,3,67.14,71.61,35.48,54.17 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,3,4,88.26,86.75,10.39,88.22 j2p/kr-vs-kp,j48,cat,nowin,2554,639,3,4,99.69,99.66,0.29,99.66 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,3,4,88.26,86.75,10.39,88.22 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,3,4,68.54,71.62,33.09,53.54 j2p/kr-vs-kp,bayes,cat,nowin,2556,637,3,5,87.76,88.04,12.50,86.32 j2p/kr-vs-kp,j48,cat,nowin,2556,637,3,5,99.84,99.68,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2556,637,3,5,87.76,88.04,12.50,86.32 j2p/kr-vs-kp,oneR,cat,nowin,2556,637,3,5,64.99,72.34,38.08,44.30 j2p/kr-vs-kp,bayes,cat,nowin,2556,639,4,1,88.58,89.26,12.14,88.45 j2p/kr-vs-kp,j48,cat,nowin,2556,639,4,1,99.53,99.70,0.64,99.39 j2p/kr-vs-kp,nbk,cat,nowin,2556,639,4,1,88.58,89.26,12.14,88.45 j2p/kr-vs-kp,oneR,cat,nowin,2556,639,4,1,67.29,74.00,37.02,56.23 j2p/kr-vs-kp,bayes,cat,nowin,2556,639,4,2,87.79,87.64,12.09,84.56 j2p/kr-vs-kp,j48,cat,nowin,2556,639,4,2,99.84,99.65,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2556,639,4,2,87.79,87.64,12.09,84.56 j2p/kr-vs-kp,oneR,cat,nowin,2556,639,4,2,67.29,70.88,34.14,45.26 j2p/kr-vs-kp,bayes,cat,nowin,2556,639,4,3,86.54,87.83,14.63,84.49 j2p/kr-vs-kp,j48,cat,nowin,2556,639,4,3,99.06,99.68,1.53,98.42 j2p/kr-vs-kp,nbk,cat,nowin,2556,639,4,3,86.54,87.83,14.63,84.49 j2p/kr-vs-kp,oneR,cat,nowin,2556,639,4,3,66.35,77.01,38.05,45.57 j2p/kr-vs-kp,bayes,cat,nowin,2556,639,4,4,86.54,87.37,14.16,83.93 j2p/kr-vs-kp,j48,cat,nowin,2556,639,4,4,98.90,98.38,0.60,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2556,639,4,4,86.54,87.37,14.16,83.93 j2p/kr-vs-kp,oneR,cat,nowin,2556,639,4,4,68.70,73.33,33.82,54.10 j2p/kr-vs-kp,bayes,cat,nowin,2556,639,4,5,87.95,86.94,11.21,86.64 j2p/kr-vs-kp,j48,cat,nowin,2556,639,4,5,99.06,98.97,0.86,98.97 j2p/kr-vs-kp,nbk,cat,nowin,2556,639,4,5,87.95,86.94,11.21,86.64 j2p/kr-vs-kp,oneR,cat,nowin,2556,639,4,5,66.20,66.24,33.83,53.08 j2p/kr-vs-kp,bayes,cat,nowin,2549,639,5,1,89.05,89.08,10.99,86.64 j2p/kr-vs-kp,j48,cat,nowin,2549,639,5,1,99.53,99.66,0.57,99.32 j2p/kr-vs-kp,nbk,cat,nowin,2549,639,5,1,89.05,89.08,10.99,86.64 j2p/kr-vs-kp,oneR,cat,nowin,2549,639,5,1,68.86,70.67,32.13,54.45 j2p/kr-vs-kp,bayes,cat,nowin,2549,639,5,2,89.98,91.78,11.64,87.74 j2p/kr-vs-kp,j48,cat,nowin,2549,639,5,2,99.69,99.38,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2549,639,5,2,89.98,91.78,11.64,87.74 j2p/kr-vs-kp,oneR,cat,nowin,2549,639,5,2,63.85,66.93,38.22,54.09 j2p/kr-vs-kp,bayes,cat,nowin,2549,639,5,3,84.51,85.43,16.32,82.43 j2p/kr-vs-kp,j48,cat,nowin,2549,639,5,3,98.59,98.72,1.53,98.40 j2p/kr-vs-kp,nbk,cat,nowin,2549,639,5,3,84.51,85.43,16.32,82.43 j2p/kr-vs-kp,oneR,cat,nowin,2549,639,5,3,66.98,78.98,37.58,44.41 j2p/kr-vs-kp,bayes,cat,nowin,2549,639,5,4,87.48,86.04,11.18,87.75 j2p/kr-vs-kp,j48,cat,nowin,2549,639,5,4,99.53,99.67,0.59,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2549,639,5,4,87.48,86.04,11.18,87.75 j2p/kr-vs-kp,oneR,cat,nowin,2549,639,5,4,66.20,72.40,36.47,46.03 j2p/kr-vs-kp,bayes,cat,nowin,2556,632,5,5,86.71,87.20,13.70,84.28 j2p/kr-vs-kp,j48,cat,nowin,2556,632,5,5,99.68,99.67,0.30,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2556,632,5,5,86.71,87.20,13.70,84.28 j2p/kr-vs-kp,oneR,cat,nowin,2556,632,5,5,67.09,69.87,34.49,53.51 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,1,89.36,89.80,11.01,87.42 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,1,99.22,98.37,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,1,89.36,89.80,11.01,87.42 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,1,67.29,68.83,33.67,56.29 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,2,87.79,87.37,11.86,85.57 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,2,99.37,99.65,0.86,98.97 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,2,87.79,87.37,11.86,85.57 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,2,66.67,70.31,34.90,46.39 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,3,88.42,89.54,12.61,86.71 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,3,99.22,99.37,0.93,99.05 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,3,88.42,89.54,12.61,86.71 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,3,65.57,74.74,38.43,45.89 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,1,4,87.17,89.29,14.80,84.88 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,1,4,99.84,100.00,0.32,99.69 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,1,4,87.17,89.29,14.80,84.88 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,1,4,67.76,74.38,36.27,55.56 j2p/kr-vs-kp,bayes,disctree,nowin,2556,637,1,5,86.66,85.62,12.46,85.32 j2p/kr-vs-kp,j48,disctree,nowin,2556,637,1,5,99.06,98.98,0.87,98.98 j2p/kr-vs-kp,nbk,disctree,nowin,2556,637,1,5,86.66,85.62,12.46,85.32 j2p/kr-vs-kp,oneR,disctree,nowin,2556,637,1,5,68.13,69.91,32.85,53.92 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,2,1,89.67,90.28,10.83,87.25 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,2,1,99.37,99.33,0.59,99.33 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,2,1,89.67,90.28,10.83,87.25 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,2,1,67.14,67.05,32.81,58.05 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,2,2,84.82,83.50,13.94,84.87 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,2,2,98.44,98.04,1.20,98.68 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,2,2,84.82,83.50,13.94,84.87 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,2,2,66.82,70.18,35.04,52.63 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,2,3,84.19,86.46,17.66,80.06 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,2,3,98.75,99.03,1.52,98.39 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,2,3,84.19,86.46,17.66,80.06 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,2,3,65.10,72.45,38.15,45.66 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,2,4,90.61,91.36,10.06,89.00 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,2,4,99.69,99.68,0.30,99.68 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,2,4,90.61,91.36,10.06,89.00 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,2,4,70.11,78.37,33.87,52.75 j2p/kr-vs-kp,bayes,disctree,nowin,2556,637,2,5,88.07,87.71,11.61,87.13 j2p/kr-vs-kp,j48,disctree,nowin,2556,637,2,5,99.84,100.00,0.30,99.67 j2p/kr-vs-kp,nbk,disctree,nowin,2556,637,2,5,88.07,87.71,11.61,87.13 j2p/kr-vs-kp,oneR,disctree,nowin,2556,637,2,5,69.23,76.62,34.17,50.83 j2p/kr-vs-kp,bayes,disctree,nowin,2555,639,3,1,86.23,86.88,14.42,85.80 j2p/kr-vs-kp,j48,disctree,nowin,2555,639,3,1,98.75,98.47,0.96,99.07 j2p/kr-vs-kp,nbk,disctree,nowin,2555,639,3,1,86.23,86.88,14.42,85.80 j2p/kr-vs-kp,oneR,disctree,nowin,2555,639,3,1,66.04,71.49,37.44,54.94 j2p/kr-vs-kp,bayes,disctree,nowin,2555,639,3,2,87.79,87.06,11.61,85.86 j2p/kr-vs-kp,j48,disctree,nowin,2555,639,3,2,99.06,99.31,1.14,98.62 j2p/kr-vs-kp,nbk,disctree,nowin,2555,639,3,2,87.79,87.06,11.61,85.86 j2p/kr-vs-kp,oneR,disctree,nowin,2555,639,3,2,68.08,69.20,32.53,53.45 j2p/kr-vs-kp,bayes,disctree,nowin,2555,639,3,3,88.42,87.92,11.14,87.33 j2p/kr-vs-kp,j48,disctree,nowin,2555,639,3,3,99.53,99.01,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2555,639,3,3,88.42,87.92,11.14,87.33 j2p/kr-vs-kp,oneR,disctree,nowin,2555,639,3,3,67.14,75.00,35.95,45.00 j2p/kr-vs-kp,bayes,disctree,nowin,2555,639,3,4,87.17,85.52,11.46,86.11 j2p/kr-vs-kp,j48,disctree,nowin,2555,639,3,4,99.53,99.31,0.29,99.65 j2p/kr-vs-kp,nbk,disctree,nowin,2555,639,3,4,87.17,85.52,11.46,86.11 j2p/kr-vs-kp,oneR,disctree,nowin,2555,639,3,4,67.14,69.70,34.01,47.92 j2p/kr-vs-kp,bayes,disctree,nowin,2556,638,3,5,87.46,89.90,14.80,84.92 j2p/kr-vs-kp,j48,disctree,nowin,2556,638,3,5,98.43,99.07,2.21,97.85 j2p/kr-vs-kp,nbk,disctree,nowin,2556,638,3,5,87.46,89.90,14.80,84.92 j2p/kr-vs-kp,oneR,disctree,nowin,2556,638,3,5,67.40,81.97,38.46,46.15 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,4,1,87.32,89.53,14.58,84.13 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,4,1,98.75,98.73,1.23,98.73 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,4,1,87.32,89.53,14.58,84.13 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,4,1,66.51,70.61,36.04,54.92 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,4,2,87.64,87.59,12.32,85.52 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,4,2,99.69,99.33,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,4,2,87.64,87.59,12.32,85.52 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,4,2,67.29,72.92,35.12,47.14 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,4,3,86.70,87.00,13.57,85.02 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,4,3,98.90,98.39,0.61,99.35 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,4,3,86.70,87.00,13.57,85.02 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,4,3,66.51,73.60,36.65,47.23 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,4,4,88.58,87.97,10.92,87.07 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,4,4,99.53,99.66,0.58,99.32 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,4,4,88.58,87.97,10.92,87.07 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j2p/kr-vs-kp,j48,tbin,nowin,2554,639,5,4,99.53,99.67,0.59,99.34 j2p/kr-vs-kp,nbk,tbin,nowin,2554,639,5,4,87.79,86.13,10.64,88.41 j2p/kr-vs-kp,oneR,tbin,nowin,2554,639,5,4,68.23,71.62,33.66,54.30 j2p/kr-vs-kp,bayes,tbin,nowin,2556,637,5,5,86.97,91.21,16.21,80.84 j2p/kr-vs-kp,j48,tbin,nowin,2556,637,5,5,99.53,99.67,0.61,99.35 j2p/kr-vs-kp,nbk,tbin,nowin,2556,637,5,5,86.97,91.21,16.21,80.84 j2p/kr-vs-kp,oneR,tbin,nowin,2556,637,5,5,65.62,72.82,37.56,46.10 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,1,1,88.73,87.46,10.12,88.63 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,1,1,98.90,98.67,0.88,99.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,1,1,88.73,87.46,10.12,88.63 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,1,1,69.01,70.45,31.89,58.19 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,1,2,87.01,88.46,14.16,83.50 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,1,2,99.22,98.69,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,1,2,87.01,88.46,14.16,83.50 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,1,2,65.57,67.22,35.43,53.47 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,1,3,89.36,90.88,11.95,86.77 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,1,3,99.22,99.35,0.91,99.03 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,1,3,89.36,90.88,11.95,86.77 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,1,3,66.51,75.53,37.25,45.81 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2552,639,1,4,86.54,86.54,13.46,85.99 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2552,639,1,4,99.53,99.68,0.61,99.36 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2552,639,1,4,86.54,86.54,13.46,85.99 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2552,639,1,4,67.29,71.08,35.13,56.37 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,635,1,5,87.56,87.16,12.09,86.29 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,635,1,5,99.53,99.33,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,635,1,5,87.56,87.16,12.09,86.29 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,635,1,5,68.19,76.22,35.11,47.16 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,2,1,87.01,86.36,12.46,84.88 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,2,1,99.22,99.65,1.14,98.63 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,2,1,87.01,86.36,12.46,84.88 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,2,1,66.82,67.40,33.50,52.58 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,2,2,86.54,90.61,17.27,83.09 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,2,2,99.53,99.70,0.66,99.41 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,2,2,86.54,90.61,17.27,83.09 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,2,2,63.22,73.83,42.12,46.88 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,2,3,88.26,88.36,11.82,86.29 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,2,3,99.84,99.67,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,2,3,88.26,88.36,11.82,86.29 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,2,3,71.36,82.58,32.97,49.16 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2553,639,2,4,89.98,89.37,9.47,89.37 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2553,639,2,4,99.37,99.34,0.59,99.34 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2553,639,2,4,89.98,89.37,9.47,89.37 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2553,639,2,4,69.64,73.16,32.35,56.15 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,636,2,5,87.26,86.24,11.83,86.53 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,636,2,5,98.90,98.01,0.30,99.66 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,636,2,5,87.26,86.24,11.83,86.53 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,636,2,5,66.19,72.04,36.22,45.12 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,3,1,89.05,89.69,11.49,86.71 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,3,1,99.06,98.68,0.60,99.34 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,3,1,89.05,89.69,11.49,86.71 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,3,1,67.76,68.34,32.63,58.80 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,3,2,87.79,87.27,11.67,88.36 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,3,2,99.37,99.06,0.31,99.69 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,3,2,87.79,87.27,11.67,88.36 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,3,2,67.92,72.51,35.05,57.23 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,3,3,87.48,87.42,12.46,87.42 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,3,3,99.53,99.68,0.62,99.37 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,3,3,87.48,87.42,12.46,87.42 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,3,3,65.88,77.17,38.68,44.65 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2554,639,3,4,85.13,88.30,17.37,80.06 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2554,639,3,4,99.84,99.68,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2554,639,3,4,85.13,88.30,17.37,80.06 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2554,639,3,4,66.35,73.76,37.07,47.91 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,637,3,5,89.01,87.46,9.78,87.46 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,637,3,5,98.90,99.64,1.65,97.85 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,637,3,5,89.01,87.46,9.78,87.46 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,637,3,5,68.60,67.10,30.54,55.56 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2550,639,4,1,88.26,87.42,10.94,88.27 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2550,639,4,1,99.84,99.68,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2550,639,4,1,88.26,87.42,10.94,88.27 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2550,639,4,1,68.70,71.49,33.08,57.98 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2550,639,4,2,89.20,90.03,11.54,87.42 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2550,639,4,2,100.00,100.00,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2550,639,4,2,89.20,90.03,11.54,87.42 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2550,639,4,2,68.70,73.11,33.92,56.13 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2550,639,4,3,85.13,88.18,17.49,81.31 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2550,639,4,3,98.59,99.06,1.87,98.13 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2550,639,4,3,85.13,88.18,17.49,81.31 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2550,639,4,3,67.45,79.58,37.72,47.35 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2550,639,4,4,88.89,86.60,9.01,89.83 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2550,639,4,4,99.06,98.65,0.58,99.32 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2550,639,4,4,88.89,86.60,9.01,89.83 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2550,639,4,4,68.23,73.96,34.23,48.14 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,633,4,5,88.47,88.93,11.90,85.57 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,633,4,5,99.37,99.31,0.58,99.31 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,633,4,5,88.47,88.93,11.90,85.57 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,633,4,5,66.19,71.27,35.84,44.33 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2557,639,5,1,89.83,88.47,9.01,89.38 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2557,639,5,1,99.06,98.64,0.58,99.32 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2557,639,5,1,89.83,88.47,9.01,89.38 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2557,639,5,1,66.67,65.74,32.73,56.51 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2557,639,5,2,85.60,87.33,15.93,82.91 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2557,639,5,2,99.69,99.68,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2557,639,5,2,85.60,87.33,15.93,82.91 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2557,639,5,2,68.54,80.10,36.38,48.42 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2557,639,5,3,85.92,85.81,13.99,84.11 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2557,639,5,3,99.53,99.02,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2557,639,5,3,85.92,85.81,13.99,84.11 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2557,639,5,3,66.82,74.73,36.32,45.03 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2557,639,5,4,87.95,88.00,12.09,86.56 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2557,639,5,4,98.90,99.67,1.77,98.03 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2557,639,5,4,87.95,88.00,12.09,86.56 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2557,639,5,4,66.04,72.92,36.91,45.90 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2557,639,5,5,87.95,89.30,13.24,85.58 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2557,639,5,5,99.69,99.68,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2557,639,5,5,87.95,89.30,13.24,85.58 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2557,639,5,5,68.08,72.88,34.74,55.13 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/letter,bayes,cat,B,15823,3999,1,1,64.24,100.00,0.00,100.00 j2p/letter,j48,cat,B,15823,3999,1,1,86.10,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15823,3999,1,1,74.39,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15823,3999,1,1,17.13,0.00,54.97,0.00 j2p/letter,bayes,cat,B,15822,4000,1,2,65.35,100.00,0.00,100.00 j2p/letter,j48,cat,B,15822,4000,1,2,88.33,100.00,0.56,99.27 j2p/letter,nbk,cat,B,15822,4000,1,2,75.35,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15822,4000,1,2,17.30,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15822,4000,1,3,64.83,100.00,0.00,100.00 j2p/letter,j48,cat,B,15822,4000,1,3,87.62,100.00,0.64,99.17 j2p/letter,nbk,cat,B,15822,4000,1,3,74.60,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15822,4000,1,3,16.07,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15822,4000,1,4,63.80,100.00,0.00,100.00 j2p/letter,j48,cat,B,15822,4000,1,4,87.03,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15822,4000,1,4,73.55,98.06,0.00,100.00 j2p/letter,oneR,cat,B,15822,4000,1,4,17.95,0.00,50.96,0.00 j2p/letter,bayes,cat,B,15999,3823,1,5,62.70,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3823,1,5,87.42,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3823,1,5,72.61,99.19,0.00,100.00 j2p/letter,oneR,cat,B,15999,3823,1,5,17.53,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15823,3999,2,1,63.84,100.00,0.00,100.00 j2p/letter,j48,cat,B,15823,3999,2,1,86.70,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15823,3999,2,1,73.97,99.27,0.00,100.00 j2p/letter,oneR,cat,B,15823,3999,2,1,17.05,0.00,56.88,0.00 j2p/letter,bayes,cat,B,15822,4000,2,2,61.95,100.00,0.00,100.00 j2p/letter,j48,cat,B,15822,4000,2,2,87.12,99.10,0.00,100.00 j2p/letter,nbk,cat,B,15822,4000,2,2,72.88,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15822,4000,2,2,17.75,0.00,46.10,0.00 j2p/letter,bayes,cat,B,15822,4000,2,3,64.53,100.00,0.00,100.00 j2p/letter,j48,cat,B,15822,4000,2,3,88.05,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15822,4000,2,3,74.53,99.13,0.00,100.00 j2p/letter,oneR,cat,B,15822,4000,2,3,16.90,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15822,4000,2,4,65.33,100.00,0.00,100.00 j2p/letter,j48,cat,B,15822,4000,2,4,87.53,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15822,4000,2,4,73.92,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15822,4000,2,4,17.10,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3823,2,5,64.56,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3823,2,5,87.21,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3823,2,5,74.44,98.17,0.00,100.00 j2p/letter,oneR,cat,B,15999,3823,2,5,17.13,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15815,3999,3,1,63.89,100.00,0.00,100.00 j2p/letter,j48,cat,B,15815,3999,3,1,86.32,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15815,3999,3,1,74.12,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15815,3999,3,1,16.83,0.00,58.90,0.00 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j2p/letter,bayes,cat,B,15829,3999,4,1,64.54,100.00,0.00,100.00 j2p/letter,j48,cat,B,15829,3999,4,1,86.55,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15829,3999,4,1,74.27,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15829,3999,4,1,16.83,0.00,50.67,0.00 j2p/letter,bayes,cat,B,15828,4000,4,2,61.60,100.00,0.00,100.00 j2p/letter,j48,cat,B,15828,4000,4,2,87.80,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15828,4000,4,2,72.90,99.22,0.00,100.00 j2p/letter,oneR,cat,B,15828,4000,4,2,16.77,0.00,55.84,0.00 j2p/letter,bayes,cat,B,15828,4000,4,3,65.62,100.00,0.00,100.00 j2p/letter,j48,cat,B,15828,4000,4,3,87.33,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15828,4000,4,3,74.97,99.03,0.00,100.00 j2p/letter,oneR,cat,B,15828,4000,4,3,17.02,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15828,4000,4,4,65.62,100.00,0.00,100.00 j2p/letter,j48,cat,B,15828,4000,4,4,87.80,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15828,4000,4,4,75.25,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15828,4000,4,4,17.55,0.00,0.00,0.00 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j2p/letter,j48,tbin,B,15812,4000,3,2,79.30,100.00,0.70,99.17 j2p/letter,nbk,tbin,B,15812,4000,3,2,70.12,99.14,0.00,100.00 j2p/letter,oneR,tbin,B,15812,4000,3,2,15.78,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15812,4000,3,3,70.10,98.08,0.00,100.00 j2p/letter,j48,tbin,B,15812,4000,3,3,79.72,100.00,0.73,99.10 j2p/letter,nbk,tbin,B,15812,4000,3,3,70.10,98.08,0.00,100.00 j2p/letter,oneR,tbin,B,15812,4000,3,3,15.97,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15812,4000,3,4,69.10,96.84,0.00,100.00 j2p/letter,j48,tbin,B,15812,4000,3,4,78.95,99.02,0.00,100.00 j2p/letter,nbk,tbin,B,15812,4000,3,4,69.10,96.84,0.00,100.00 j2p/letter,oneR,tbin,B,15812,4000,3,4,15.72,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3813,3,5,69.84,96.40,0.00,100.00 j2p/letter,j48,tbin,B,15999,3813,3,5,80.09,99.10,0.00,100.00 j2p/letter,nbk,tbin,B,15999,3813,3,5,69.84,96.40,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3813,3,5,16.05,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15814,3999,4,1,69.34,99.08,0.00,100.00 j2p/letter,j48,tbin,B,15814,3999,4,1,80.05,97.32,1.35,98.20 j2p/letter,nbk,tbin,B,15814,3999,4,1,69.34,99.08,0.00,100.00 j2p/letter,oneR,tbin,B,15814,3999,4,1,15.60,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15813,4000,4,2,68.72,97.98,0.00,100.00 j2p/letter,j48,tbin,B,15813,4000,4,2,79.12,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15813,4000,4,2,68.72,97.98,0.00,100.00 j2p/letter,oneR,tbin,B,15813,4000,4,2,14.18,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15813,4000,4,3,68.72,98.06,0.00,100.00 j2p/letter,j48,tbin,B,15813,4000,4,3,78.08,100.00,0.82,99.07 j2p/letter,nbk,tbin,B,15813,4000,4,3,68.72,98.06,0.00,100.00 j2p/letter,oneR,tbin,B,15813,4000,4,3,15.60,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15813,4000,4,4,68.97,98.06,0.00,100.00 j2p/letter,j48,tbin,B,15813,4000,4,4,78.97,100.00,0.71,99.02 j2p/letter,nbk,tbin,B,15813,4000,4,4,68.97,98.06,0.00,100.00 j2p/letter,oneR,tbin,B,15813,4000,4,4,15.10,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3814,4,5,70.58,98.20,0.00,100.00 j2p/letter,j48,tbin,B,15999,3814,4,5,79.34,100.00,0.74,99.15 j2p/letter,nbk,tbin,B,15999,3814,4,5,70.58,98.20,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3814,4,5,15.92,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15839,3999,5,1,69.12,97.14,0.00,100.00 j2p/letter,j48,tbin,B,15839,3999,5,1,79.57,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15839,3999,5,1,69.12,97.14,0.00,100.00 j2p/letter,oneR,tbin,B,15839,3999,5,1,16.13,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15838,4000,5,2,70.47,99.08,0.00,100.00 j2p/letter,j48,tbin,B,15838,4000,5,2,79.33,100.00,0.71,99.12 j2p/letter,nbk,tbin,B,15838,4000,5,2,70.47,99.08,0.00,100.00 j2p/letter,oneR,tbin,B,15838,4000,5,2,15.93,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15838,4000,5,3,68.15,98.10,0.00,100.00 j2p/letter,j48,tbin,B,15838,4000,5,3,79.53,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15838,4000,5,3,68.15,98.10,0.00,100.00 j2p/letter,oneR,tbin,B,15838,4000,5,3,14.80,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15838,4000,5,4,69.35,98.11,0.00,100.00 j2p/letter,j48,tbin,B,15838,4000,5,4,79.90,99.19,1.44,98.40 j2p/letter,nbk,tbin,B,15838,4000,5,4,69.35,98.11,0.00,100.00 j2p/letter,oneR,tbin,B,15838,4000,5,4,15.43,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3839,5,5,70.02,96.26,0.00,100.00 j2p/letter,j48,tbin,B,15999,3839,5,5,79.16,99.05,0.00,100.00 j2p/letter,nbk,tbin,B,15999,3839,5,5,70.02,96.26,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3839,5,5,15.97,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15803,3999,1,1,72.74,99.06,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15803,3999,1,1,76.74,99.17,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15803,3999,1,1,72.74,99.06,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15803,3999,1,1,16.43,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15802,4000,1,2,74.20,99.19,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15802,4000,1,2,77.72,99.20,1.59,98.41 j2p/letter,nbk,fayyadIrani,B,15802,4000,1,2,74.20,99.19,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15802,4000,1,2,17.43,0.00,55.23,0.00 j2p/letter,bayes,fayyadIrani,B,15802,4000,1,3,73.40,99.16,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15802,4000,1,3,79.03,100.00,1.56,98.37 j2p/letter,nbk,fayyadIrani,B,15802,4000,1,3,73.40,99.16,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15802,4000,1,3,17.45,0.00,50.31,0.00 j2p/letter,bayes,fayyadIrani,B,15802,4000,1,4,74.58,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15802,4000,1,4,78.08,100.00,1.53,98.21 j2p/letter,nbk,fayyadIrani,B,15802,4000,1,4,74.58,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15802,4000,1,4,17.30,0.00,53.50,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3803,1,5,73.97,97.46,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3803,1,5,78.49,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3803,1,5,73.97,97.46,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3803,1,5,16.80,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15815,3999,2,1,73.89,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15815,3999,2,1,77.74,100.00,0.74,99.15 j2p/letter,nbk,fayyadIrani,B,15815,3999,2,1,73.89,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15815,3999,2,1,16.98,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15814,4000,2,2,74.80,99.10,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15814,4000,2,2,78.30,99.17,0.76,99.17 j2p/letter,nbk,fayyadIrani,B,15814,4000,2,2,74.80,99.10,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15814,4000,2,2,17.40,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15814,4000,2,3,73.20,97.50,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15814,4000,2,3,77.60,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15814,4000,2,3,73.20,97.50,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15814,4000,2,3,17.00,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15814,4000,2,4,73.67,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15814,4000,2,4,76.75,100.00,0.79,99.15 j2p/letter,nbk,fayyadIrani,B,15814,4000,2,4,73.67,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15814,4000,2,4,17.85,0.00,49.36,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3815,2,5,73.63,99.12,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3815,2,5,78.27,99.12,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3815,2,5,73.63,99.12,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3815,2,5,17.22,0.00,50.31,0.00 j2p/letter,bayes,fayyadIrani,B,15824,3999,3,1,74.57,98.46,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,3999,3,1,77.97,100.00,0.79,99.25 j2p/letter,nbk,fayyadIrani,B,15824,3999,3,1,74.57,98.46,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,3999,3,1,16.43,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15823,4000,3,2,73.45,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15823,4000,3,2,77.45,99.29,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15823,4000,3,2,73.45,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15823,4000,3,2,16.90,0.00,55.23,0.00 j2p/letter,bayes,fayyadIrani,B,15823,4000,3,3,74.03,98.25,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15823,4000,3,3,78.05,100.00,0.74,99.16 j2p/letter,nbk,fayyadIrani,B,15823,4000,3,3,74.03,98.25,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15823,4000,3,3,17.62,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15823,4000,3,4,73.60,98.06,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15823,4000,3,4,78.05,99.07,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15823,4000,3,4,73.60,98.06,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15823,4000,3,4,17.00,0.00,45.83,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3824,3,5,74.03,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3824,3,5,78.27,100.00,2.24,97.12 j2p/letter,nbk,fayyadIrani,B,15999,3824,3,5,74.03,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3824,3,5,16.27,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15817,3999,4,1,74.59,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15817,3999,4,1,78.44,98.53,0.71,99.26 j2p/letter,nbk,fayyadIrani,B,15817,3999,4,1,74.59,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15817,3999,4,1,18.18,0.00,55.91,0.00 j2p/letter,bayes,fayyadIrani,B,15816,4000,4,2,72.80,98.41,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15816,4000,4,2,76.95,99.22,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15816,4000,4,2,72.80,98.41,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15816,4000,4,2,16.98,0.00,53.42,0.00 j2p/letter,bayes,fayyadIrani,B,15816,4000,4,3,73.17,99.05,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15816,4000,4,3,77.62,98.20,0.68,99.09 j2p/letter,nbk,fayyadIrani,B,15816,4000,4,3,73.17,99.05,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15816,4000,4,3,16.02,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15816,4000,4,4,74.08,99.15,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15816,4000,4,4,77.33,100.00,2.13,97.41 j2p/letter,nbk,fayyadIrani,B,15816,4000,4,4,74.08,99.15,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15816,4000,4,4,17.77,0.00,48.34,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3817,4,5,74.90,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3817,4,5,78.02,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3817,4,5,74.90,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3817,4,5,16.61,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15819,3999,5,1,73.54,99.10,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15819,3999,5,1,79.14,96.69,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15819,3999,5,1,73.54,99.10,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15819,3999,5,1,16.10,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15818,4000,5,2,74.72,98.21,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15818,4000,5,2,78.05,100.00,0.71,99.18 j2p/letter,nbk,fayyadIrani,B,15818,4000,5,2,74.72,98.21,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15818,4000,5,2,17.57,0.00,50.92,0.00 j2p/letter,bayes,fayyadIrani,B,15818,4000,5,3,73.03,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15818,4000,5,3,77.03,97.48,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15818,4000,5,3,73.03,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15818,4000,5,3,17.00,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15818,4000,5,4,74.15,99.22,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15818,4000,5,4,77.17,99.18,1.60,98.37 j2p/letter,nbk,fayyadIrani,B,15818,4000,5,4,74.15,99.22,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15818,4000,5,4,16.45,0.00,48.19,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3819,5,5,74.08,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3819,5,5,78.19,99.19,0.83,99.19 j2p/letter,nbk,fayyadIrani,B,15999,3819,5,5,74.08,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3819,5,5,17.20,0.00,55.56,0.00 /home/donaldb/var/weka/xval.24974 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/mushroom,bayes,cat,p,6473,1624,1,1,95.44,99.17,7.56,91.36 j2p/mushroom,j48,cat,p,6473,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1624,1,1,95.44,99.17,7.56,91.36 j2p/mushroom,oneR,cat,p,6473,1624,1,1,98.09,100.00,3.57,96.06 j2p/mushroom,bayes,cat,p,6472,1625,1,2,94.89,99.17,8.53,90.29 j2p/mushroom,j48,cat,p,6472,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,2,94.89,99.17,8.53,90.29 j2p/mushroom,oneR,cat,p,6472,1625,1,2,98.52,100.00,2.80,96.97 j2p/mushroom,bayes,cat,p,6472,1625,1,3,95.08,98.09,7.39,91.58 j2p/mushroom,j48,cat,p,6472,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,3,95.08,98.09,7.39,91.58 j2p/mushroom,oneR,cat,p,6472,1625,1,3,98.77,100.00,2.32,97.45 j2p/mushroom,bayes,cat,p,6472,1625,1,4,96.31,99.30,6.05,92.82 j2p/mushroom,j48,cat,p,6472,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,4,96.31,99.30,6.05,92.82 j2p/mushroom,oneR,cat,p,6472,1625,1,4,98.15,100.00,3.37,96.08 j2p/mushroom,bayes,cat,p,6499,1598,1,5,96.18,99.44,6.48,92.62 j2p/mushroom,j48,cat,p,6499,1598,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1598,1,5,96.18,99.44,6.48,92.62 j2p/mushroom,oneR,cat,p,6499,1598,1,5,99.06,100.00,1.78,98.06 j2p/mushroom,bayes,cat,p,6474,1624,2,1,95.32,99.32,8.01,91.17 j2p/mushroom,j48,cat,p,6474,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6474,1624,2,1,95.32,99.32,8.01,91.17 j2p/mushroom,oneR,cat,p,6474,1624,2,1,98.09,100.00,3.64,96.14 j2p/mushroom,bayes,cat,p,6473,1625,2,2,95.32,97.85,6.80,92.38 j2p/mushroom,j48,cat,p,6473,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1625,2,2,95.32,97.85,6.80,92.38 j2p/mushroom,oneR,cat,p,6473,1625,2,2,98.65,100.00,2.56,97.20 j2p/mushroom,bayes,cat,p,6473,1625,2,3,96.12,98.76,5.99,92.98 j2p/mushroom,j48,cat,p,6473,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1625,2,3,96.12,98.76,5.99,92.98 j2p/mushroom,oneR,cat,p,6473,1625,2,3,98.95,100.00,1.95,97.79 j2p/mushroom,bayes,cat,p,6473,1625,2,4,95.63,99.43,7.24,91.21 j2p/mushroom,j48,cat,p,6473,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1625,2,4,95.63,99.43,7.24,91.21 j2p/mushroom,oneR,cat,p,6473,1625,2,4,98.03,100.00,3.58,95.80 j2p/mushroom,bayes,cat,p,6499,1599,2,5,95.50,99.45,7.79,91.39 j2p/mushroom,j48,cat,p,6499,1599,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1599,2,5,95.50,99.45,7.79,91.39 j2p/mushroom,oneR,cat,p,6499,1599,2,5,98.87,100.00,2.18,97.72 j2p/mushroom,bayes,cat,p,6472,1624,3,1,96.61,98.36,4.82,94.36 j2p/mushroom,j48,cat,p,6472,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1624,3,1,96.61,98.36,4.82,94.36 j2p/mushroom,oneR,cat,p,6472,1624,3,1,98.77,100.00,2.27,97.38 j2p/mushroom,bayes,cat,p,6471,1625,3,2,95.88,99.32,6.94,92.14 j2p/mushroom,j48,cat,p,6471,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,3,2,95.88,99.32,6.94,92.14 j2p/mushroom,oneR,cat,p,6471,1625,3,2,98.58,100.00,2.68,97.08 j2p/mushroom,bayes,cat,p,6471,1625,3,3,95.82,99.46,7.22,91.98 j2p/mushroom,j48,cat,p,6471,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,3,3,95.82,99.46,7.22,91.98 j2p/mushroom,oneR,cat,p,6471,1625,3,3,98.09,100.00,3.61,96.12 j2p/mushroom,bayes,cat,p,6471,1625,3,4,94.77,99.32,9.03,90.17 j2p/mushroom,j48,cat,p,6471,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,3,4,94.77,99.32,9.03,90.17 j2p/mushroom,oneR,cat,p,6471,1625,3,4,98.22,100.00,3.45,96.44 j2p/mushroom,bayes,cat,p,6499,1597,3,5,95.49,98.84,7.06,91.43 j2p/mushroom,j48,cat,p,6499,1597,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1597,3,5,95.49,98.84,7.06,91.43 j2p/mushroom,oneR,cat,p,6499,1597,3,5,98.94,100.00,1.96,97.72 j2p/mushroom,bayes,cat,p,6472,1624,4,1,94.77,99.05,8.82,90.38 j2p/mushroom,j48,cat,p,6472,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1624,4,1,94.77,99.05,8.82,90.38 j2p/mushroom,oneR,cat,p,6472,1624,4,1,98.21,100.00,3.44,96.42 j2p/mushroom,bayes,cat,p,6471,1625,4,2,96.25,99.45,6.34,92.68 j2p/mushroom,j48,cat,p,6471,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,4,2,96.25,99.45,6.34,92.68 j2p/mushroom,oneR,cat,p,6471,1625,4,2,99.02,100.00,1.86,97.95 j2p/mushroom,bayes,cat,p,6471,1625,4,3,95.45,99.72,7.98,90.92 j2p/mushroom,j48,cat,p,6471,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,4,3,95.45,99.72,7.98,90.92 j2p/mushroom,oneR,cat,p,6471,1625,4,3,98.28,100.00,3.26,96.47 j2p/mushroom,bayes,cat,p,6471,1625,4,4,95.82,99.29,6.85,91.74 j2p/mushroom,j48,cat,p,6471,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1625,4,4,95.82,99.29,6.85,91.74 j2p/mushroom,oneR,cat,p,6471,1625,4,4,98.40,100.00,2.93,96.59 j2p/mushroom,bayes,cat,p,6499,1597,4,5,96.06,97.93,5.50,93.67 j2p/mushroom,j48,cat,p,6499,1597,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1597,4,5,96.06,97.93,5.50,93.67 j2p/mushroom,oneR,cat,p,6499,1597,4,5,98.69,100.00,2.44,97.23 j2p/mushroom,bayes,cat,p,6470,1624,5,1,95.32,98.56,7.56,92.05 j2p/mushroom,j48,cat,p,6470,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6470,1624,5,1,95.32,98.56,7.56,92.05 j2p/mushroom,oneR,cat,p,6470,1624,5,1,99.08,100.00,1.83,98.17 j2p/mushroom,bayes,cat,p,6469,1625,5,2,95.08,99.26,7.94,90.00 j2p/mushroom,j48,cat,p,6469,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,5,2,95.08,99.26,7.94,90.00 j2p/mushroom,oneR,cat,p,6469,1625,5,2,98.34,100.00,2.99,96.40 j2p/mushroom,bayes,cat,p,6469,1625,5,3,96.43,99.60,6.26,93.11 j2p/mushroom,j48,cat,p,6469,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,5,3,96.43,99.60,6.26,93.11 j2p/mushroom,oneR,cat,p,6469,1625,5,3,98.15,100.00,3.50,96.24 j2p/mushroom,bayes,cat,p,6469,1625,5,4,95.26,98.91,7.73,91.30 j2p/mushroom,j48,cat,p,6469,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6469,1625,5,4,95.26,98.91,7.73,91.30 j2p/mushroom,oneR,cat,p,6469,1625,5,4,98.58,100.00,2.69,97.10 j2p/mushroom,bayes,cat,p,6499,1595,5,5,95.86,98.99,6.56,92.11 j2p/mushroom,j48,cat,p,6499,1595,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1595,5,5,95.86,98.99,6.56,92.11 j2p/mushroom,oneR,cat,p,6499,1595,5,5,98.43,100.00,2.87,96.66 j2p/mushroom,bayes,disctree,p,6473,1624,1,1,95.50,99.21,7.72,91.80 j2p/mushroom,j48,disctree,p,6473,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1624,1,1,95.50,99.21,7.72,91.80 j2p/mushroom,oneR,disctree,p,6473,1624,1,1,98.83,100.00,2.30,97.67 j2p/mushroom,bayes,disctree,p,6472,1625,1,2,95.57,99.31,7.40,91.43 j2p/mushroom,j48,disctree,p,6472,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6472,1625,1,2,95.57,99.31,7.40,91.43 j2p/mushroom,oneR,disctree,p,6472,1625,1,2,98.46,100.00,2.88,96.80 j2p/mushroom,bayes,disctree,p,6472,1625,1,3,96.68,99.18,5.36,93.78 j2p/mushroom,j48,disctree,p,6472,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6472,1625,1,3,96.68,99.18,5.36,93.78 j2p/mushroom,oneR,disctree,p,6472,1625,1,3,98.52,100.00,2.74,96.89 j2p/mushroom,bayes,disctree,p,6472,1625,1,4,94.34,98.60,9.00,89.57 j2p/mushroom,j48,disctree,p,6472,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6472,1625,1,4,94.34,98.60,9.00,89.57 j2p/mushroom,oneR,disctree,p,6472,1625,1,4,98.15,100.00,3.45,96.18 j2p/mushroom,bayes,disctree,p,6499,1598,1,5,95.74,98.99,6.76,91.86 j2p/mushroom,j48,disctree,p,6499,1598,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1598,1,5,95.74,98.99,6.76,91.86 j2p/mushroom,oneR,disctree,p,6499,1598,1,5,98.62,100.00,2.53,97.06 j2p/mushroom,bayes,disctree,p,6474,1624,2,1,94.89,99.30,8.61,90.14 j2p/mushroom,j48,disctree,p,6474,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6474,1624,2,1,94.89,99.30,8.61,90.14 j2p/mushroom,oneR,disctree,p,6474,1624,2,1,98.58,100.00,2.69,97.09 j2p/mushroom,bayes,disctree,p,6473,1625,2,2,95.02,99.11,7.89,89.91 j2p/mushroom,j48,disctree,p,6473,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1625,2,2,95.02,99.11,7.89,89.91 j2p/mushroom,oneR,disctree,p,6473,1625,2,2,98.77,100.00,2.22,97.31 j2p/mushroom,bayes,disctree,p,6473,1625,2,3,95.82,98.94,6.88,92.55 j2p/mushroom,j48,disctree,p,6473,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1625,2,3,95.82,98.94,6.88,92.55 j2p/mushroom,oneR,disctree,p,6473,1625,2,3,98.22,100.00,3.42,96.40 j2p/mushroom,bayes,disctree,p,6473,1625,2,4,96.43,99.33,6.03,93.32 j2p/mushroom,j48,disctree,p,6473,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1625,2,4,96.43,99.33,6.03,93.32 j2p/mushroom,oneR,disctree,p,6473,1625,2,4,98.89,100.00,2.12,97.73 j2p/mushroom,bayes,disctree,p,6499,1599,2,5,95.75,98.63,6.66,92.53 j2p/mushroom,j48,disctree,p,6499,1599,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1599,2,5,95.75,98.63,6.66,92.53 j2p/mushroom,oneR,disctree,p,6499,1599,2,5,98.12,100.00,3.52,96.13 j2p/mushroom,bayes,disctree,p,6473,1624,3,1,95.63,99.42,7.14,91.04 j2p/mushroom,j48,disctree,p,6473,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6473,1624,3,1,95.63,99.42,7.14,91.04 j2p/mushroom,oneR,disctree,p,6473,1624,3,1,98.71,100.00,2.34,97.19 j2p/mushroom,bayes,disctree,p,6472,1625,3,2,96.06,99.32,6.65,92.55 j2p/mushroom,j48,disctree,p,6472,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6472,1625,3,2,96.06,99.32,6.65,92.55 j2p/mushroom,oneR,disctree,p,6472,1625,3,2,98.52,100.00,2.80,96.97 j2p/mushroom,bayes,disctree,p,6472,1625,3,3,93.42,98.84,10.58,87.31 j2p/mushroom,j48,disctree,p,6472,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6472,1625,3,3,93.42,98.84,10.58,87.31 j2p/mushroom,oneR,disctree,p,6472,1625,3,3,98.09,100.00,3.54,96.03 j2p/mushroom,bayes,disctree,p,6472,1625,3,4,95.82,98.78,6.65,92.51 j2p/mushroom,j48,disctree,p,6472,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6472,1625,3,4,95.82,98.78,6.65,92.51 j2p/mushroom,oneR,disctree,p,6472,1625,3,4,98.46,100.00,2.90,96.83 j2p/mushroom,bayes,disctree,p,6499,1598,3,5,97.12,99.22,4.81,95.01 j2p/mushroom,j48,disctree,p,6499,1598,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1598,3,5,97.12,99.22,4.81,95.01 j2p/mushroom,oneR,disctree,p,6499,1598,3,5,98.81,100.00,2.33,97.63 j2p/mushroom,bayes,disctree,p,6472,1624,4,1,95.63,99.05,7.24,91.97 j2p/mushroom,j48,disctree,p,6472,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6472,1624,4,1,95.63,99.05,7.24,91.97 j2p/mushroom,oneR,disctree,p,6472,1624,4,1,98.40,100.00,3.05,96.74 j2p/mushroom,bayes,disctree,p,6471,1625,4,2,94.65,99.01,8.73,89.77 j2p/mushroom,j48,disctree,p,6471,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6471,1625,4,2,94.65,99.01,8.73,89.77 j2p/mushroom,oneR,disctree,p,6471,1625,4,2,98.40,100.00,2.99,96.68 j2p/mushroom,bayes,disctree,p,6471,1625,4,3,95.02,99.00,8.03,90.39 j2p/mushroom,j48,disctree,p,6471,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6471,1625,4,3,95.02,99.00,8.03,90.39 j2p/mushroom,oneR,disctree,p,6471,1625,4,3,98.46,100.00,2.84,96.75 j2p/mushroom,bayes,disctree,p,6471,1625,4,4,96.74,99.47,5.67,93.92 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j2p/mushroom,bayes,disctree,p,6469,1625,5,3,96.25,99.32,6.28,92.86 j2p/mushroom,j48,disctree,p,6469,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1625,5,3,96.25,99.32,6.28,92.86 j2p/mushroom,oneR,disctree,p,6469,1625,5,3,98.58,100.00,2.66,97.07 j2p/mushroom,bayes,disctree,p,6469,1625,5,4,95.38,99.03,7.51,91.29 j2p/mushroom,j48,disctree,p,6469,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1625,5,4,95.38,99.03,7.51,91.29 j2p/mushroom,oneR,disctree,p,6469,1625,5,4,98.65,100.00,2.54,97.18 j2p/mushroom,bayes,disctree,p,6499,1595,5,5,95.24,98.54,7.24,91.07 j2p/mushroom,j48,disctree,p,6499,1595,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1595,5,5,95.24,98.54,7.24,91.07 j2p/mushroom,oneR,disctree,p,6499,1595,5,5,98.50,100.00,2.73,96.75 j2p/mushroom,bayes,tbin,p,6463,1624,1,1,94.95,99.29,8.37,90.08 j2p/mushroom,j48,tbin,p,6463,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6463,1624,1,1,94.95,99.29,8.37,90.08 j2p/mushroom,oneR,tbin,p,6463,1624,1,1,98.46,100.00,2.86,96.78 j2p/mushroom,bayes,tbin,p,6462,1625,1,2,96.18,99.73,6.72,92.41 j2p/mushroom,j48,tbin,p,6462,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6462,1625,1,2,96.18,99.73,6.72,92.41 j2p/mushroom,oneR,tbin,p,6462,1625,1,2,98.22,100.00,3.36,96.33 j2p/mushroom,bayes,tbin,p,6462,1625,1,3,95.14,97.46,6.66,91.89 j2p/mushroom,j48,tbin,p,6462,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6462,1625,1,3,95.14,97.46,6.66,91.89 j2p/mushroom,oneR,tbin,p,6462,1625,1,3,98.83,100.00,2.13,97.47 j2p/mushroom,bayes,tbin,p,6462,1625,1,4,95.57,99.73,7.96,91.40 j2p/mushroom,j48,tbin,p,6462,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6462,1625,1,4,95.57,99.73,7.96,91.40 j2p/mushroom,oneR,tbin,p,6462,1625,1,4,98.46,100.00,2.99,96.93 j2p/mushroom,bayes,tbin,p,6499,1588,1,5,96.35,99.03,5.90,93.35 j2p/mushroom,j48,tbin,p,6499,1588,1,5,100.00,100.00,0.00,100.00 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j2p/mushroom,j48,tbin,p,6462,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6462,1625,2,4,95.94,98.72,6.18,92.41 j2p/mushroom,oneR,tbin,p,6462,1625,2,4,98.58,100.00,2.56,96.94 j2p/mushroom,bayes,tbin,p,6499,1588,2,5,95.84,99.00,6.65,92.16 j2p/mushroom,j48,tbin,p,6499,1588,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1588,2,5,95.84,99.00,6.65,92.16 j2p/mushroom,oneR,tbin,p,6499,1588,2,5,98.43,100.00,2.91,96.68 j2p/mushroom,bayes,tbin,p,6482,1624,3,1,96.31,98.78,5.74,93.44 j2p/mushroom,j48,tbin,p,6482,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6482,1624,3,1,96.31,98.78,5.74,93.44 j2p/mushroom,oneR,tbin,p,6482,1624,3,1,98.34,100.00,3.09,96.53 j2p/mushroom,bayes,tbin,p,6481,1625,3,2,95.57,99.73,8.04,91.48 j2p/mushroom,j48,tbin,p,6481,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6481,1625,3,2,95.57,99.73,8.04,91.48 j2p/mushroom,oneR,tbin,p,6481,1625,3,2,98.40,100.00,3.14,96.84 j2p/mushroom,bayes,tbin,p,6481,1625,3,3,94.40,98.36,8.84,90.10 j2p/mushroom,j48,tbin,p,6481,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6481,1625,3,3,94.40,98.36,8.84,90.10 j2p/mushroom,oneR,tbin,p,6481,1625,3,3,98.03,100.00,3.73,95.99 j2p/mushroom,bayes,tbin,p,6481,1625,3,4,96.80,99.28,5.04,93.61 j2p/mushroom,j48,tbin,p,6481,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6481,1625,3,4,96.80,99.28,5.04,93.61 j2p/mushroom,oneR,tbin,p,6481,1625,3,4,99.02,100.00,1.77,97.82 j2p/mushroom,bayes,tbin,p,6499,1607,3,5,95.33,99.44,7.93,90.89 j2p/mushroom,j48,tbin,p,6499,1607,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1607,3,5,95.33,99.44,7.93,90.89 j2p/mushroom,oneR,tbin,p,6499,1607,3,5,98.82,100.00,2.24,97.56 j2p/mushroom,bayes,tbin,p,6465,1624,4,1,95.44,98.54,6.83,91.36 j2p/mushroom,j48,tbin,p,6465,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6465,1624,4,1,95.44,98.54,6.83,91.36 j2p/mushroom,oneR,tbin,p,6465,1624,4,1,98.65,100.00,2.43,97.03 j2p/mushroom,bayes,tbin,p,6464,1625,4,2,95.45,98.91,7.38,91.63 j2p/mushroom,j48,tbin,p,6464,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6464,1625,4,2,95.45,98.91,7.38,91.63 j2p/mushroom,oneR,tbin,p,6464,1625,4,2,98.83,100.00,2.22,97.59 j2p/mushroom,bayes,tbin,p,6464,1625,4,3,96.18,99.34,6.55,92.94 j2p/mushroom,j48,tbin,p,6464,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6464,1625,4,3,96.18,99.34,6.55,92.94 j2p/mushroom,oneR,tbin,p,6464,1625,4,3,98.09,100.00,3.65,96.16 j2p/mushroom,bayes,tbin,p,6464,1625,4,4,95.45,99.59,8.00,91.18 j2p/mushroom,j48,tbin,p,6464,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6464,1625,4,4,95.45,99.59,8.00,91.18 j2p/mushroom,oneR,tbin,p,6464,1625,4,4,98.58,100.00,2.73,97.14 j2p/mushroom,bayes,tbin,p,6499,1590,4,5,95.79,99.43,7.12,91.75 j2p/mushroom,j48,tbin,p,6499,1590,4,5,100.00,100.00,0.00,100.00 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j2p/mushroom,j48,tbin,p,6467,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,5,4,95.26,98.37,7.30,91.74 j2p/mushroom,oneR,tbin,p,6467,1625,5,4,98.77,100.00,2.33,97.46 j2p/mushroom,bayes,tbin,p,6499,1593,5,5,95.42,99.59,8.06,91.15 j2p/mushroom,j48,tbin,p,6499,1593,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1593,5,5,95.42,99.59,8.06,91.15 j2p/mushroom,oneR,tbin,p,6499,1593,5,5,98.24,100.00,3.37,96.46 j2p/mushroom,bayes,fayyadIrani,p,6467,1624,1,1,95.01,98.76,8.03,90.89 j2p/mushroom,j48,fayyadIrani,p,6467,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1624,1,1,95.01,98.76,8.03,90.89 j2p/mushroom,oneR,fayyadIrani,p,6467,1624,1,1,98.46,100.00,2.91,96.84 j2p/mushroom,bayes,fayyadIrani,p,6466,1625,1,2,96.62,99.87,6.14,93.24 j2p/mushroom,j48,fayyadIrani,p,6466,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6466,1625,1,2,96.62,99.87,6.14,93.24 j2p/mushroom,oneR,fayyadIrani,p,6466,1625,1,2,97.97,100.00,3.84,95.87 j2p/mushroom,bayes,fayyadIrani,p,6466,1625,1,3,95.57,99.42,7.23,90.92 j2p/mushroom,j48,fayyadIrani,p,6466,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6466,1625,1,3,95.57,99.42,7.23,90.92 j2p/mushroom,oneR,fayyadIrani,p,6466,1625,1,3,98.65,100.00,2.45,97.06 j2p/mushroom,bayes,fayyadIrani,p,6466,1625,1,4,94.77,98.91,8.63,90.40 j2p/mushroom,j48,fayyadIrani,p,6466,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6466,1625,1,4,94.77,98.91,8.63,90.40 j2p/mushroom,oneR,fayyadIrani,p,6466,1625,1,4,98.34,100.00,3.18,96.63 j2p/mushroom,bayes,fayyadIrani,p,6499,1592,1,5,96.11,98.75,6.07,93.05 j2p/mushroom,j48,fayyadIrani,p,6499,1592,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1592,1,5,96.11,98.75,6.07,93.05 j2p/mushroom,oneR,fayyadIrani,p,6499,1592,1,5,99.18,100.00,1.54,98.30 j2p/mushroom,bayes,fayyadIrani,p,6474,1624,2,1,94.77,98.45,8.11,90.44 j2p/mushroom,j48,fayyadIrani,p,6474,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1624,2,1,94.77,98.45,8.11,90.44 j2p/mushroom,oneR,fayyadIrani,p,6474,1624,2,1,98.52,100.00,2.75,96.90 j2p/mushroom,bayes,fayyadIrani,p,6473,1625,2,2,96.18,99.59,6.59,92.49 j2p/mushroom,j48,fayyadIrani,p,6473,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1625,2,2,96.18,99.59,6.59,92.49 j2p/mushroom,oneR,fayyadIrani,p,6473,1625,2,2,98.65,100.00,2.56,97.20 j2p/mushroom,bayes,fayyadIrani,p,6473,1625,2,3,96.31,99.18,6.02,93.04 j2p/mushroom,j48,fayyadIrani,p,6473,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1625,2,3,96.31,99.18,6.02,93.04 j2p/mushroom,oneR,fayyadIrani,p,6473,1625,2,3,98.65,100.00,2.53,97.16 j2p/mushroom,bayes,fayyadIrani,p,6473,1625,2,4,96.25,99.07,6.18,93.23 j2p/mushroom,j48,fayyadIrani,p,6473,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1625,2,4,96.25,99.07,6.18,93.23 j2p/mushroom,oneR,fayyadIrani,p,6473,1625,2,4,98.71,100.00,2.48,97.37 j2p/mushroom,bayes,fayyadIrani,p,6499,1599,2,5,94.50,99.57,9.36,89.00 j2p/mushroom,j48,fayyadIrani,p,6499,1599,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1599,2,5,94.50,99.57,9.36,89.00 j2p/mushroom,oneR,fayyadIrani,p,6499,1599,2,5,98.06,100.00,3.62,95.99 j2p/mushroom,bayes,fayyadIrani,p,6471,1624,3,1,95.94,98.50,6.18,92.93 j2p/mushroom,j48,fayyadIrani,p,6471,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6471,1624,3,1,95.94,98.50,6.18,92.93 j2p/mushroom,oneR,fayyadIrani,p,6471,1624,3,1,98.28,100.00,3.20,96.40 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,3,2,94.95,99.20,8.69,90.73 j2p/mushroom,j48,fayyadIrani,p,6470,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,3,2,94.95,99.20,8.69,90.73 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,3,2,98.58,100.00,2.78,97.20 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,3,3,95.82,99.31,6.97,91.91 j2p/mushroom,j48,fayyadIrani,p,6470,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,3,3,95.82,99.31,6.97,91.91 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,3,3,98.52,100.00,2.76,96.92 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,3,4,95.57,99.01,7.10,91.54 j2p/mushroom,j48,fayyadIrani,p,6470,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,3,4,95.57,99.01,7.10,91.54 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,3,4,98.58,100.00,2.61,97.01 j2p/mushroom,bayes,fayyadIrani,p,6499,1596,3,5,95.74,99.15,6.96,91.85 j2p/mushroom,j48,fayyadIrani,p,6499,1596,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1596,3,5,95.74,99.15,6.96,91.85 j2p/mushroom,oneR,fayyadIrani,p,6499,1596,3,5,98.62,100.00,2.57,97.11 j2p/mushroom,bayes,fayyadIrani,p,6473,1624,4,1,95.32,98.89,7.55,91.32 j2p/mushroom,j48,fayyadIrani,p,6473,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6473,1624,4,1,95.32,98.89,7.55,91.32 j2p/mushroom,oneR,fayyadIrani,p,6473,1624,4,1,98.89,100.00,2.10,97.70 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,4,2,96.06,99.43,6.51,92.09 j2p/mushroom,j48,fayyadIrani,p,6472,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,4,2,96.06,99.43,6.51,92.09 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,4,2,98.40,100.00,2.91,96.57 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,4,3,95.75,99.30,7.06,91.76 j2p/mushroom,j48,fayyadIrani,p,6472,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,4,3,95.75,99.30,7.06,91.76 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,4,3,98.40,100.00,2.97,96.65 j2p/mushroom,bayes,fayyadIrani,p,6472,1625,4,4,95.20,98.77,7.74,91.31 j2p/mushroom,j48,fayyadIrani,p,6472,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6472,1625,4,4,95.20,98.77,7.74,91.31 j2p/mushroom,oneR,fayyadIrani,p,6472,1625,4,4,98.15,100.00,3.48,96.22 j2p/mushroom,bayes,fayyadIrani,p,6499,1598,4,5,95.99,99.19,6.78,92.70 j2p/mushroom,j48,fayyadIrani,p,6499,1598,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1598,4,5,95.99,99.19,6.78,92.70 j2p/mushroom,oneR,fayyadIrani,p,6499,1598,4,5,98.81,100.00,2.31,97.61 j2p/mushroom,bayes,fayyadIrani,p,6459,1624,5,1,95.81,99.18,6.98,92.17 j2p/mushroom,j48,fayyadIrani,p,6459,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6459,1624,5,1,95.81,99.18,6.98,92.17 j2p/mushroom,oneR,fayyadIrani,p,6459,1624,5,1,98.65,100.00,2.58,97.22 j2p/mushroom,bayes,fayyadIrani,p,6458,1625,5,2,95.32,99.04,7.68,91.25 j2p/mushroom,j48,fayyadIrani,p,6458,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6458,1625,5,2,95.32,99.04,7.68,91.25 j2p/mushroom,oneR,fayyadIrani,p,6458,1625,5,2,98.83,100.00,2.22,97.59 j2p/mushroom,bayes,fayyadIrani,p,6458,1625,5,3,95.82,98.39,6.36,92.90 j2p/mushroom,j48,fayyadIrani,p,6458,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6458,1625,5,3,95.82,98.39,6.36,92.90 j2p/mushroom,oneR,fayyadIrani,p,6458,1625,5,3,98.52,100.00,2.79,96.96 j2p/mushroom,bayes,fayyadIrani,p,6458,1625,5,4,95.38,99.15,7.54,91.07 j2p/mushroom,j48,fayyadIrani,p,6458,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6458,1625,5,4,95.38,99.15,7.54,91.07 j2p/mushroom,oneR,fayyadIrani,p,6458,1625,5,4,97.97,100.00,3.73,95.73 j2p/mushroom,bayes,fayyadIrani,p,6499,1584,5,5,95.77,99.71,7.31,91.42 j2p/mushroom,j48,fayyadIrani,p,6499,1584,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1584,5,5,95.77,99.71,7.31,91.42 j2p/mushroom,oneR,fayyadIrani,p,6499,1584,5,5,98.67,100.00,2.48,97.23 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/segment,bayes,cat,sky,1849,461,1,1,77.01,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1849,461,1,1,98.05,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1849,461,1,1,81.78,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1849,461,1,1,58.13,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,1,2,81.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,1,2,98.05,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,1,2,86.36,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,1,2,63.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,1,3,77.71,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,1,3,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,1,3,82.68,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,1,3,60.39,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,1,4,82.68,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,1,4,97.84,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,1,4,88.31,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,1,4,65.58,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,1,5,82.25,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,1,5,95.67,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,1,5,86.36,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,1,5,63.42,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,461,2,1,81.13,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,461,2,1,97.18,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,461,2,1,83.73,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,461,2,1,63.56,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,2,2,80.52,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,2,2,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,2,2,85.71,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,2,2,61.47,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,2,3,77.27,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,2,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,2,3,83.77,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,2,3,60.39,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,2,4,82.03,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,2,4,96.97,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,2,4,87.66,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,2,4,67.10,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,2,5,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,2,5,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,2,5,86.15,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,2,5,64.29,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,3,1,81.34,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,3,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,3,1,84.82,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,3,1,62.91,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,3,2,80.95,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,3,2,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,3,2,86.58,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,3,2,64.07,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,3,3,80.52,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,3,3,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,3,3,86.36,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,3,3,62.12,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,3,4,79.22,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,3,4,97.40,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,3,4,85.28,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,3,4,58.87,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,3,5,78.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,3,5,96.53,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,3,5,82.43,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,3,5,63.12,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,461,4,1,80.04,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,461,4,1,94.36,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,461,4,1,86.12,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,461,4,1,60.09,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,2,79.65,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,2,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,2,83.98,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,2,63.20,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,3,82.68,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,3,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,3,87.01,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,3,63.20,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,4,82.47,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,4,94.81,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,4,86.36,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,4,61.69,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,5,77.27,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,5,95.89,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,5,83.77,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,5,63.85,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,5,1,80.26,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,5,1,97.61,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,5,1,84.38,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,5,1,67.03,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,5,2,84.85,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,5,2,98.27,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,5,2,92.21,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,5,2,59.96,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,5,3,78.14,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,5,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,5,3,83.55,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,5,3,57.14,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1846,462,5,4,79.65,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1846,462,5,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1846,462,5,4,85.93,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1846,462,5,4,62.34,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,461,5,5,77.87,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,461,5,5,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,461,5,5,82.00,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,461,5,5,63.77,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,461,1,1,89.37,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,461,1,1,92.84,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,461,1,1,89.37,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,461,1,1,55.10,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,1,2,90.69,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,1,2,93.72,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,1,2,90.69,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,1,2,53.25,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,1,3,90.48,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,1,3,94.16,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,1,3,90.48,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,1,3,48.70,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,1,4,87.01,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,1,4,93.29,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,1,4,87.01,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,1,4,48.92,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,460,1,5,88.26,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,460,1,5,94.78,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,460,1,5,88.26,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,460,1,5,43.48,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,461,2,1,88.72,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,461,2,1,94.14,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,461,2,1,88.72,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,461,2,1,52.71,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,2,2,90.26,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,2,2,94.37,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,2,2,90.26,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,2,2,49.57,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,2,3,88.96,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,2,3,92.42,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,2,3,88.96,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,2,3,49.13,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,2,4,90.04,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,2,4,93.94,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,2,4,90.04,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,2,4,49.13,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,460,2,5,90.43,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,460,2,5,95.00,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,460,2,5,90.43,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,460,2,5,49.13,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1849,461,3,1,91.76,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1849,461,3,1,93.71,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1849,461,3,1,91.76,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1849,461,3,1,49.24,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,3,2,88.53,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,3,2,93.07,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,3,2,88.53,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,3,2,49.13,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,3,3,89.18,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,3,3,93.94,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,3,3,89.18,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,3,3,50.65,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,3,4,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,3,4,93.72,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,3,4,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,3,4,49.78,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,3,5,88.53,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,3,5,93.07,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,3,5,88.53,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,3,5,51.52,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,461,4,1,91.76,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,461,4,1,93.93,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,461,4,1,91.76,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,461,4,1,50.98,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,2,88.31,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,2,93.94,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,2,88.31,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,2,52.38,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,3,90.91,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,3,94.59,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,3,90.91,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,3,52.38,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,4,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,4,93.72,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,4,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,4,51.95,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,462,4,5,89.39,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,462,4,5,92.64,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,462,4,5,89.39,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,462,4,5,47.62,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1849,461,5,1,90.02,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1849,461,5,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1849,461,5,1,90.02,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1849,461,5,1,53.58,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,5,2,89.39,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,5,2,94.16,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,5,2,89.39,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,5,2,48.48,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,5,3,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,5,3,92.21,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,5,3,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,5,3,51.30,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,5,4,90.26,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,5,4,93.07,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,5,4,90.26,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,5,4,48.48,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,5,5,88.53,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,5,5,92.64,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,5,5,88.53,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,5,5,48.27,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,1,1,89.37,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,1,1,95.23,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,1,1,89.37,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,1,1,45.77,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,1,2,94.16,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,1,2,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,1,2,94.16,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,1,2,51.73,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,1,3,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,1,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,1,3,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,1,3,51.73,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,1,4,88.31,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,1,4,94.16,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,1,4,88.31,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,1,4,48.05,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,1,5,90.65,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,1,5,94.78,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,1,5,90.65,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,1,5,50.00,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,2,1,92.84,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,2,1,96.96,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,2,1,92.84,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,2,1,49.46,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,2,2,90.04,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,2,2,93.94,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,2,2,90.04,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,2,2,47.62,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,2,3,89.61,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,2,3,93.51,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,2,3,89.61,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,2,3,50.65,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,2,4,90.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,2,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,2,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,2,4,50.22,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,2,5,89.15,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,2,5,95.23,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,2,5,89.15,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,2,5,51.19,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,461,3,1,89.37,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,461,3,1,94.58,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,461,3,1,89.37,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,461,3,1,49.67,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,2,89.18,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,2,89.18,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,2,45.67,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,3,92.86,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,3,94.37,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,3,92.86,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,3,50.00,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,4,90.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,4,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,4,90.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,4,50.43,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,462,3,5,90.26,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,462,3,5,96.75,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,462,3,5,90.26,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,462,3,5,53.68,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,4,1,90.24,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,4,1,94.36,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,4,1,90.24,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,4,1,52.28,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,4,2,89.61,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,4,2,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,4,2,89.61,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,4,2,51.95,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,4,3,91.34,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,4,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,4,3,91.34,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,4,3,49.78,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,4,4,90.91,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,4,4,94.16,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,4,4,90.91,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,4,4,46.97,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,4,5,90.24,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,4,5,95.44,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,4,5,90.24,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,4,5,49.46,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1849,461,5,1,91.54,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1849,461,5,1,95.01,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1849,461,5,1,91.54,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1849,461,5,1,51.41,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,5,2,89.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,5,2,96.32,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,5,2,89.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,5,2,50.87,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,5,3,88.96,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,5,3,95.67,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,5,3,88.96,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,5,3,45.45,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,5,4,88.74,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,5,4,93.72,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,5,4,88.74,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,5,4,49.13,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,5,5,93.07,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,5,5,94.59,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,5,5,93.07,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,5,5,47.19,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,1,1,91.76,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,1,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,1,1,91.76,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,1,1,64.64,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,1,2,92.64,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,1,2,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,1,2,92.64,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,1,2,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,1,3,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,1,3,92.64,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,1,3,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,1,3,66.67,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,1,4,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,1,4,95.02,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,1,4,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,1,4,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,1,5,90.43,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,1,5,95.65,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,1,5,90.43,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,1,5,67.83,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1843,461,2,1,92.41,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1843,461,2,1,94.36,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1843,461,2,1,92.41,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1843,461,2,1,65.73,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1842,462,2,2,92.42,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1842,462,2,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1842,462,2,2,92.42,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1842,462,2,2,64.29,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1842,462,2,3,91.99,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1842,462,2,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1842,462,2,3,91.99,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1842,462,2,3,65.80,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1842,462,2,4,90.26,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1842,462,2,4,95.67,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1842,462,2,4,90.26,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1842,462,2,4,65.15,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,457,2,5,91.68,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,457,2,5,95.40,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,457,2,5,91.68,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,457,2,5,68.05,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,3,1,94.14,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,3,1,94.79,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,3,1,94.14,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,3,1,65.51,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,3,2,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,3,2,96.32,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,3,2,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,3,2,67.75,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,3,3,90.26,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,3,3,93.51,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,3,3,90.26,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,3,3,65.37,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,3,4,90.26,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,3,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,3,4,90.26,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,3,4,65.37,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,3,5,91.97,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,3,5,94.79,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,3,5,91.97,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,3,5,64.43,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,461,4,1,88.94,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,461,4,1,93.49,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,461,4,1,88.94,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,461,4,1,61.82,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,2,93.51,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,2,97.40,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,2,93.51,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,2,67.32,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,3,93.51,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,3,93.51,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,3,69.70,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,4,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,4,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,4,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,4,66.45,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,462,4,5,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,462,4,5,93.72,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,462,4,5,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,462,4,5,65.80,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,5,1,91.76,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,5,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,5,1,91.76,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,5,1,65.73,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,5,2,91.99,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,5,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,5,2,91.99,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,5,2,69.91,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,5,3,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,5,3,95.89,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,5,3,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,5,3,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,462,5,4,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,462,5,4,94.16,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,462,5,4,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,462,5,4,62.55,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,461,5,5,91.54,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,461,5,5,95.44,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,461,5,5,91.54,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,461,5,5,65.94,100.00,0.00,100.00 /home/donaldb/var/weka/xval.3009 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/sonar,bayes,cat,Mine,167,41,1,1,65.85,85.71,44.44,50.00 q2s/sonar,j48,cat,Mine,167,41,1,1,75.61,73.33,18.18,91.67 q2s/sonar,nbk,cat,Mine,167,41,1,1,80.49,90.00,28.57,75.00 q2s/sonar,oneR,cat,Mine,167,41,1,1,68.29,70.37,35.71,79.17 q2s/sonar,bayes,cat,Mine,166,42,1,2,61.90,70.00,45.45,58.33 q2s/sonar,j48,cat,Mine,166,42,1,2,80.95,78.57,14.29,91.67 q2s/sonar,nbk,cat,Mine,166,42,1,2,69.05,73.91,36.84,70.83 q2s/sonar,oneR,cat,Mine,166,42,1,2,66.67,65.62,30.00,87.50 q2s/sonar,bayes,cat,Mine,167,41,1,3,80.49,83.33,21.74,75.00 q2s/sonar,j48,cat,Mine,167,41,1,3,70.73,64.29,15.38,90.00 q2s/sonar,nbk,cat,Mine,167,41,1,3,80.49,77.27,15.79,85.00 q2s/sonar,oneR,cat,Mine,167,41,1,3,73.17,69.57,22.22,80.00 q2s/sonar,bayes,cat,Mine,166,42,1,4,73.81,84.62,31.03,55.00 q2s/sonar,j48,cat,Mine,166,42,1,4,80.95,83.33,20.83,75.00 q2s/sonar,nbk,cat,Mine,166,42,1,4,78.57,78.95,21.74,75.00 q2s/sonar,oneR,cat,Mine,166,42,1,4,69.05,65.22,26.32,75.00 q2s/sonar,bayes,cat,Mine,167,41,1,5,60.98,68.75,44.00,50.00 q2s/sonar,j48,cat,Mine,167,41,1,5,75.61,80.00,28.57,72.73 q2s/sonar,nbk,cat,Mine,167,41,1,5,63.41,70.59,41.67,54.55 q2s/sonar,oneR,cat,Mine,167,41,1,5,75.61,73.08,20.00,86.36 q2s/sonar,bayes,cat,Mine,167,41,2,1,80.49,85.71,22.22,66.67 q2s/sonar,j48,cat,Mine,167,41,2,1,80.49,77.78,17.39,77.78 q2s/sonar,nbk,cat,Mine,167,41,2,1,90.24,93.75,12.00,83.33 q2s/sonar,oneR,cat,Mine,167,41,2,1,70.73,66.67,26.09,66.67 q2s/sonar,bayes,cat,Mine,166,42,2,2,69.05,72.22,33.33,61.90 q2s/sonar,j48,cat,Mine,166,42,2,2,73.81,70.83,22.22,80.95 q2s/sonar,nbk,cat,Mine,166,42,2,2,71.43,73.68,30.43,66.67 q2s/sonar,oneR,cat,Mine,166,42,2,2,73.81,72.73,25.00,76.19 q2s/sonar,bayes,cat,Mine,167,41,2,3,63.41,60.00,33.33,63.16 q2s/sonar,j48,cat,Mine,167,41,2,3,58.54,54.17,35.29,68.42 q2s/sonar,nbk,cat,Mine,167,41,2,3,68.29,63.64,26.32,73.68 q2s/sonar,oneR,cat,Mine,167,41,2,3,68.29,62.50,23.53,78.95 q2s/sonar,bayes,cat,Mine,166,42,2,4,64.29,92.31,48.28,46.15 q2s/sonar,j48,cat,Mine,166,42,2,4,71.43,88.89,41.67,61.54 q2s/sonar,nbk,cat,Mine,166,42,2,4,66.67,80.00,45.45,61.54 q2s/sonar,oneR,cat,Mine,166,42,2,4,61.90,67.86,50.00,73.08 q2s/sonar,bayes,cat,Mine,167,41,2,5,70.73,94.12,45.83,59.26 q2s/sonar,j48,cat,Mine,167,41,2,5,63.41,73.08,53.33,70.37 q2s/sonar,nbk,cat,Mine,167,41,2,5,75.61,86.96,38.89,74.07 q2s/sonar,oneR,cat,Mine,167,41,2,5,75.61,77.42,30.00,88.89 q2s/sonar,bayes,cat,Mine,167,41,3,1,68.29,87.50,44.00,56.00 q2s/sonar,j48,cat,Mine,167,41,3,1,68.29,77.27,42.11,68.00 q2s/sonar,nbk,cat,Mine,167,41,3,1,75.61,94.12,37.50,64.00 q2s/sonar,oneR,cat,Mine,167,41,3,1,65.85,72.00,43.75,72.00 q2s/sonar,bayes,cat,Mine,166,42,3,2,61.90,81.82,45.16,39.13 q2s/sonar,j48,cat,Mine,166,42,3,2,59.52,60.71,42.86,73.91 q2s/sonar,nbk,cat,Mine,166,42,3,2,69.05,75.00,36.36,65.22 q2s/sonar,oneR,cat,Mine,166,42,3,2,57.14,60.00,47.06,65.22 q2s/sonar,bayes,cat,Mine,167,41,3,3,68.29,71.43,35.00,68.18 q2s/sonar,j48,cat,Mine,167,41,3,3,82.93,82.61,16.67,86.36 q2s/sonar,nbk,cat,Mine,167,41,3,3,68.29,71.43,35.00,68.18 q2s/sonar,oneR,cat,Mine,167,41,3,3,73.17,72.00,25.00,81.82 q2s/sonar,bayes,cat,Mine,166,42,3,4,69.05,60.00,25.93,56.25 q2s/sonar,j48,cat,Mine,166,42,3,4,73.81,63.16,17.39,75.00 q2s/sonar,nbk,cat,Mine,166,42,3,4,66.67,56.25,26.92,56.25 q2s/sonar,oneR,cat,Mine,166,42,3,4,66.67,55.56,25.00,62.50 q2s/sonar,bayes,cat,Mine,167,41,3,5,75.61,89.47,36.36,68.00 q2s/sonar,j48,cat,Mine,167,41,3,5,80.49,86.96,27.78,80.00 q2s/sonar,nbk,cat,Mine,167,41,3,5,80.49,86.96,27.78,80.00 q2s/sonar,oneR,cat,Mine,167,41,3,5,68.29,77.27,42.11,68.00 q2s/sonar,bayes,cat,Mine,167,41,4,1,63.41,78.57,44.44,47.83 q2s/sonar,j48,cat,Mine,167,41,4,1,75.61,84.21,31.82,69.57 q2s/sonar,nbk,cat,Mine,167,41,4,1,73.17,83.33,34.78,65.22 q2s/sonar,oneR,cat,Mine,167,41,4,1,63.41,68.18,42.11,65.22 q2s/sonar,bayes,cat,Mine,166,42,4,2,61.90,68.75,42.31,50.00 q2s/sonar,j48,cat,Mine,166,42,4,2,76.19,73.08,18.75,86.36 q2s/sonar,nbk,cat,Mine,166,42,4,2,69.05,76.47,36.00,59.09 q2s/sonar,oneR,cat,Mine,166,42,4,2,69.05,69.57,31.58,72.73 q2s/sonar,bayes,cat,Mine,167,41,4,3,75.61,70.59,20.83,70.59 q2s/sonar,j48,cat,Mine,167,41,4,3,73.17,66.67,21.74,70.59 q2s/sonar,nbk,cat,Mine,167,41,4,3,73.17,63.64,15.79,82.35 q2s/sonar,oneR,cat,Mine,167,41,4,3,63.41,54.55,26.32,70.59 q2s/sonar,bayes,cat,Mine,166,42,4,4,66.67,82.35,44.00,56.00 q2s/sonar,j48,cat,Mine,166,42,4,4,76.19,85.71,33.33,72.00 q2s/sonar,nbk,cat,Mine,166,42,4,4,71.43,78.26,36.84,72.00 q2s/sonar,oneR,cat,Mine,166,42,4,4,76.19,74.19,18.18,92.00 q2s/sonar,bayes,cat,Mine,167,41,4,5,80.49,94.44,30.43,70.83 q2s/sonar,j48,cat,Mine,167,41,4,5,68.29,86.67,42.31,54.17 q2s/sonar,nbk,cat,Mine,167,41,4,5,80.49,94.44,30.43,70.83 q2s/sonar,oneR,cat,Mine,167,41,4,5,73.17,74.07,28.57,83.33 q2s/sonar,bayes,cat,Mine,167,41,5,1,75.61,81.25,28.00,65.00 q2s/sonar,j48,cat,Mine,167,41,5,1,82.93,88.24,20.83,75.00 q2s/sonar,nbk,cat,Mine,167,41,5,1,82.93,76.00,6.25,95.00 q2s/sonar,oneR,cat,Mine,167,41,5,1,68.29,70.59,33.33,60.00 q2s/sonar,bayes,cat,Mine,166,42,5,2,64.29,82.35,48.00,53.85 q2s/sonar,j48,cat,Mine,166,42,5,2,71.43,85.00,40.91,65.38 q2s/sonar,nbk,cat,Mine,166,42,5,2,66.67,83.33,45.83,57.69 q2s/sonar,oneR,cat,Mine,166,42,5,2,69.05,76.00,41.18,73.08 q2s/sonar,bayes,cat,Mine,167,41,5,3,70.73,70.59,29.17,63.16 q2s/sonar,j48,cat,Mine,167,41,5,3,73.17,75.00,28.00,63.16 q2s/sonar,nbk,cat,Mine,167,41,5,3,75.61,71.43,20.00,78.95 q2s/sonar,oneR,cat,Mine,167,41,5,3,65.85,61.90,30.00,68.42 q2s/sonar,bayes,cat,Mine,166,42,5,4,59.52,66.67,43.33,38.10 q2s/sonar,j48,cat,Mine,166,42,5,4,69.05,64.29,21.43,85.71 q2s/sonar,nbk,cat,Mine,166,42,5,4,66.67,68.42,34.78,61.90 q2s/sonar,oneR,cat,Mine,166,42,5,4,71.43,65.52,15.38,90.48 q2s/sonar,bayes,cat,Mine,167,41,5,5,68.29,80.00,42.86,64.00 q2s/sonar,j48,cat,Mine,167,41,5,5,65.85,72.00,43.75,72.00 q2s/sonar,nbk,cat,Mine,167,41,5,5,75.61,85.71,35.00,72.00 q2s/sonar,oneR,cat,Mine,167,41,5,5,53.66,66.67,56.52,48.00 q2s/sonar,bayes,disctree,,167,41,1,1,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,1,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,1,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,2,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,2,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,2,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,3,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,3,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,3,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,4,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,4,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,4,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,1,5,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,1,5,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,1,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,1,5,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,1,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,1,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,1,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,2,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,2,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,2,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,3,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,3,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,3,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,4,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,4,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,4,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,2,5,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,2,5,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,2,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,2,5,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,1,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,1,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,1,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,2,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,2,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,2,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,3,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,3,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,3,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,4,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,4,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,4,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,3,5,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,3,5,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,3,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,3,5,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,1,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,1,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,1,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,2,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,2,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,2,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,3,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,3,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,3,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,4,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,4,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,4,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,4,5,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,4,5,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,4,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,4,5,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,1,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,1,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,1,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,1,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,2,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,2,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,2,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,2,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,3,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,3,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,3,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,3,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,4,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,4,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,4,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,4,53.66,50.00,50.00,50.00 q2s/sonar,bayes,disctree,,167,41,5,5,68.29,50.00,50.00,50.00 q2s/sonar,j48,disctree,,167,41,5,5,65.85,50.00,50.00,50.00 q2s/sonar,nbk,disctree,,167,41,5,5,75.61,50.00,50.00,50.00 q2s/sonar,oneR,disctree,,167,41,5,5,53.66,50.00,50.00,50.00 q2s/sonar,bayes,tbin,Mine,167,41,1,1,73.17,76.47,29.17,65.00 q2s/sonar,j48,tbin,Mine,167,41,1,1,70.73,68.18,26.32,75.00 q2s/sonar,nbk,tbin,Mine,167,41,1,1,73.17,76.47,29.17,65.00 q2s/sonar,oneR,tbin,Mine,167,41,1,1,73.17,68.00,18.75,85.00 q2s/sonar,bayes,tbin,Mine,166,42,1,2,76.19,69.23,12.50,90.00 q2s/sonar,j48,tbin,Mine,166,42,1,2,73.81,68.00,17.65,85.00 q2s/sonar,nbk,tbin,Mine,166,42,1,2,76.19,69.23,12.50,90.00 q2s/sonar,oneR,tbin,Mine,166,42,1,2,71.43,68.18,25.00,75.00 q2s/sonar,bayes,tbin,Mine,167,41,1,3,78.05,79.17,23.53,82.61 q2s/sonar,j48,tbin,Mine,167,41,1,3,73.17,80.00,33.33,69.57 q2s/sonar,nbk,tbin,Mine,167,41,1,3,78.05,79.17,23.53,82.61 q2s/sonar,oneR,tbin,Mine,167,41,1,3,78.05,81.82,26.32,78.26 q2s/sonar,bayes,tbin,Mine,166,42,1,4,71.43,70.83,27.78,77.27 q2s/sonar,j48,tbin,Mine,166,42,1,4,64.29,62.07,30.77,81.82 q2s/sonar,nbk,tbin,Mine,166,42,1,4,71.43,70.83,27.78,77.27 q2s/sonar,oneR,tbin,Mine,166,42,1,4,64.29,62.07,30.77,81.82 q2s/sonar,bayes,tbin,Mine,167,41,1,5,87.80,95.65,22.22,84.62 q2s/sonar,j48,tbin,Mine,167,41,1,5,75.61,78.57,30.77,84.62 q2s/sonar,nbk,tbin,Mine,167,41,1,5,87.80,95.65,22.22,84.62 q2s/sonar,oneR,tbin,Mine,167,41,1,5,78.05,79.31,25.00,88.46 q2s/sonar,bayes,tbin,Mine,167,41,2,1,75.61,77.27,26.32,77.27 q2s/sonar,j48,tbin,Mine,167,41,2,1,75.61,75.00,23.53,81.82 q2s/sonar,nbk,tbin,Mine,167,41,2,1,75.61,77.27,26.32,77.27 q2s/sonar,oneR,tbin,Mine,167,41,2,1,80.49,76.92,13.33,90.91 q2s/sonar,bayes,tbin,Mine,166,42,2,2,73.81,76.19,28.57,72.73 q2s/sonar,j48,tbin,Mine,166,42,2,2,57.14,56.67,41.67,77.27 q2s/sonar,nbk,tbin,Mine,166,42,2,2,73.81,76.19,28.57,72.73 q2s/sonar,oneR,tbin,Mine,166,42,2,2,69.05,66.67,26.67,81.82 q2s/sonar,bayes,tbin,Mine,167,41,2,3,82.93,75.00,5.88,94.74 q2s/sonar,j48,tbin,Mine,167,41,2,3,68.29,68.75,32.00,57.89 q2s/sonar,nbk,tbin,Mine,167,41,2,3,82.93,75.00,5.88,94.74 q2s/sonar,oneR,tbin,Mine,167,41,2,3,63.41,60.00,33.33,63.16 q2s/sonar,bayes,tbin,Mine,166,42,2,4,76.19,76.92,25.00,83.33 q2s/sonar,j48,tbin,Mine,166,42,2,4,66.67,75.00,40.91,62.50 q2s/sonar,nbk,tbin,Mine,166,42,2,4,76.19,76.92,25.00,83.33 q2s/sonar,oneR,tbin,Mine,166,42,2,4,66.67,70.83,38.89,70.83 q2s/sonar,bayes,tbin,Mine,167,41,2,5,75.61,84.21,31.82,69.57 q2s/sonar,j48,tbin,Mine,167,41,2,5,68.29,75.00,38.10,65.22 q2s/sonar,nbk,tbin,Mine,167,41,2,5,75.61,84.21,31.82,69.57 q2s/sonar,oneR,tbin,Mine,167,41,2,5,75.61,80.95,30.00,73.91 q2s/sonar,bayes,tbin,Mine,167,41,3,1,58.54,66.67,47.83,52.17 q2s/sonar,j48,tbin,Mine,167,41,3,1,56.10,60.00,50.00,65.22 q2s/sonar,nbk,tbin,Mine,167,41,3,1,58.54,66.67,47.83,52.17 q2s/sonar,oneR,tbin,Mine,167,41,3,1,60.98,64.00,43.75,69.57 q2s/sonar,bayes,tbin,Mine,166,42,3,2,80.95,76.00,11.76,90.48 q2s/sonar,j48,tbin,Mine,166,42,3,2,76.19,72.00,17.65,85.71 q2s/sonar,nbk,tbin,Mine,166,42,3,2,80.95,76.00,11.76,90.48 q2s/sonar,oneR,tbin,Mine,166,42,3,2,71.43,66.67,20.00,85.71 q2s/sonar,bayes,tbin,Mine,167,41,3,3,87.80,88.00,12.50,91.67 q2s/sonar,j48,tbin,Mine,167,41,3,3,68.29,72.00,37.50,75.00 q2s/sonar,nbk,tbin,Mine,167,41,3,3,87.80,88.00,12.50,91.67 q2s/sonar,oneR,tbin,Mine,167,41,3,3,75.61,79.17,29.41,79.17 q2s/sonar,bayes,tbin,Mine,166,42,3,4,90.48,100.00,18.18,83.33 q2s/sonar,j48,tbin,Mine,166,42,3,4,64.29,80.00,44.44,50.00 q2s/sonar,nbk,tbin,Mine,166,42,3,4,90.48,100.00,18.18,83.33 q2s/sonar,oneR,tbin,Mine,166,42,3,4,69.05,76.19,38.10,66.67 q2s/sonar,bayes,tbin,Mine,167,41,3,5,85.37,77.27,5.26,94.44 q2s/sonar,j48,tbin,Mine,167,41,3,5,73.17,64.00,12.50,88.89 q2s/sonar,nbk,tbin,Mine,167,41,3,5,85.37,77.27,5.26,94.44 q2s/sonar,oneR,tbin,Mine,167,41,3,5,78.05,69.57,11.11,88.89 q2s/sonar,bayes,tbin,Mine,167,41,4,1,78.05,91.67,41.18,75.86 q2s/sonar,j48,tbin,Mine,167,41,4,1,65.85,89.47,54.55,58.62 q2s/sonar,nbk,tbin,Mine,167,41,4,1,78.05,91.67,41.18,75.86 q2s/sonar,oneR,tbin,Mine,167,41,4,1,80.49,92.00,37.50,79.31 q2s/sonar,bayes,tbin,Mine,166,42,4,2,78.57,78.26,21.05,81.82 q2s/sonar,j48,tbin,Mine,166,42,4,2,73.81,78.95,30.43,68.18 q2s/sonar,nbk,tbin,Mine,166,42,4,2,78.57,78.26,21.05,81.82 q2s/sonar,oneR,tbin,Mine,166,42,4,2,69.05,68.00,29.41,77.27 q2s/sonar,bayes,tbin,Mine,167,41,4,3,80.49,70.00,9.52,87.50 q2s/sonar,j48,tbin,Mine,167,41,4,3,65.85,54.55,21.05,75.00 q2s/sonar,nbk,tbin,Mine,167,41,4,3,80.49,70.00,9.52,87.50 q2s/sonar,oneR,tbin,Mine,167,41,4,3,68.29,57.89,22.73,68.75 q2s/sonar,bayes,tbin,Mine,166,42,4,4,69.05,69.57,31.58,72.73 q2s/sonar,j48,tbin,Mine,166,42,4,4,64.29,62.96,33.33,77.27 q2s/sonar,nbk,tbin,Mine,166,42,4,4,69.05,69.57,31.58,72.73 q2s/sonar,oneR,tbin,Mine,166,42,4,4,73.81,70.37,20.00,86.36 q2s/sonar,bayes,tbin,Mine,167,41,4,5,73.17,73.91,27.78,77.27 q2s/sonar,j48,tbin,Mine,167,41,4,5,75.61,71.43,15.38,90.91 q2s/sonar,nbk,tbin,Mine,167,41,4,5,73.17,73.91,27.78,77.27 q2s/sonar,oneR,tbin,Mine,167,41,4,5,73.17,70.37,21.43,86.36 q2s/sonar,bayes,tbin,Mine,167,41,5,1,68.29,77.27,42.11,68.00 q2s/sonar,j48,tbin,Mine,167,41,5,1,53.66,63.64,57.89,56.00 q2s/sonar,nbk,tbin,Mine,167,41,5,1,68.29,77.27,42.11,68.00 q2s/sonar,oneR,tbin,Mine,167,41,5,1,56.10,62.96,57.14,68.00 q2s/sonar,bayes,tbin,Mine,166,42,5,2,88.10,87.50,11.11,91.30 q2s/sonar,j48,tbin,Mine,166,42,5,2,66.67,69.57,36.84,69.57 q2s/sonar,nbk,tbin,Mine,166,42,5,2,88.10,87.50,11.11,91.30 q2s/sonar,oneR,tbin,Mine,166,42,5,2,71.43,70.37,26.67,82.61 q2s/sonar,bayes,tbin,Mine,167,41,5,3,73.17,62.50,11.76,88.24 q2s/sonar,j48,tbin,Mine,167,41,5,3,60.98,52.17,27.78,70.59 q2s/sonar,nbk,tbin,Mine,167,41,5,3,73.17,62.50,11.76,88.24 q2s/sonar,oneR,tbin,Mine,167,41,5,3,60.98,52.38,30.00,64.71 q2s/sonar,bayes,tbin,Mine,166,42,5,4,80.95,78.26,15.79,85.71 q2s/sonar,j48,tbin,Mine,166,42,5,4,73.81,70.83,22.22,80.95 q2s/sonar,nbk,tbin,Mine,166,42,5,4,80.95,78.26,15.79,85.71 q2s/sonar,oneR,tbin,Mine,166,42,5,4,78.57,75.00,16.67,85.71 q2s/sonar,bayes,tbin,Mine,167,41,5,5,78.05,82.61,27.78,79.17 q2s/sonar,j48,tbin,Mine,167,41,5,5,78.05,82.61,27.78,79.17 q2s/sonar,nbk,tbin,Mine,167,41,5,5,78.05,82.61,27.78,79.17 q2s/sonar,oneR,tbin,Mine,167,41,5,5,85.37,87.50,17.65,87.50 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,1,90.24,92.00,12.50,92.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,1,85.37,91.30,22.22,84.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,1,90.24,92.00,12.50,92.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,1,78.05,80.77,26.67,84.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,2,78.57,81.48,26.67,84.62 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,2,73.81,82.61,36.84,73.08 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,2,78.57,81.48,26.67,84.62 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,2,71.43,73.33,33.33,84.62 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,3,87.80,87.50,11.76,91.30 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,3,85.37,86.96,16.67,86.96 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,3,87.80,87.50,11.76,91.30 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,3,75.61,76.00,25.00,82.61 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,4,90.48,86.96,5.26,95.24 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,4,90.48,90.48,9.52,90.48 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,4,90.48,86.96,5.26,95.24 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,4,80.95,76.00,11.76,90.48 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,5,75.61,66.67,17.39,75.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,5,80.49,83.33,20.69,62.50 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,5,75.61,66.67,17.39,75.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,5,63.41,52.63,27.27,62.50 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,1,85.37,83.33,11.76,90.91 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,1,78.05,78.26,22.22,81.82 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,1,85.37,83.33,11.76,90.91 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,1,78.05,76.00,18.75,86.36 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,2,80.95,85.00,22.73,77.27 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,2,69.05,80.00,37.04,54.55 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,2,80.95,85.00,22.73,77.27 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,2,69.05,68.00,29.41,77.27 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,3,85.37,80.00,9.52,88.89 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,3,75.61,66.67,11.76,88.89 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,3,85.37,80.00,9.52,88.89 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,3,78.05,71.43,15.00,83.33 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,4,92.86,95.65,10.53,91.67 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,4,80.95,86.36,25.00,79.17 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,4,92.86,95.65,10.53,91.67 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,4,80.95,83.33,22.22,83.33 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,5,80.49,79.31,16.67,92.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,5,82.93,90.91,26.32,80.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,5,80.49,79.31,16.67,92.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,5,73.17,76.92,33.33,80.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,1,92.68,100.00,15.00,87.50 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,1,73.17,93.33,38.46,58.33 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,1,92.68,100.00,15.00,87.50 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,1,87.80,95.24,20.00,83.33 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,2,80.95,80.77,18.75,87.50 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,2,80.95,78.57,14.29,91.67 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,2,80.95,80.77,18.75,87.50 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,2,76.19,76.92,25.00,83.33 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,3,78.05,69.57,11.11,88.89 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,3,68.29,59.26,14.29,88.89 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,3,78.05,69.57,11.11,88.89 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,3,68.29,60.87,22.22,77.78 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,4,88.10,85.19,6.67,95.83 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,4,85.71,84.62,12.50,91.67 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,4,88.10,85.19,6.67,95.83 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,4,78.57,77.78,20.00,87.50 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,5,80.49,80.95,20.00,80.95 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,5,78.05,80.00,23.81,76.19 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,5,80.49,80.95,20.00,80.95 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,5,70.73,69.57,27.78,76.19 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,1,87.80,91.67,17.65,88.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,1,90.24,92.00,12.50,92.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,1,87.80,91.67,17.65,88.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,1,75.61,77.78,28.57,84.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,2,83.33,76.00,5.88,95.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,2,85.71,81.82,10.00,90.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,2,83.33,76.00,5.88,95.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,2,76.19,69.23,12.50,90.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,3,87.80,86.36,10.53,90.48 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,3,68.29,83.33,37.93,47.62 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,3,87.80,86.36,10.53,90.48 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,3,75.61,72.00,18.75,85.71 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,4,85.71,90.00,18.18,81.82 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,4,83.33,85.71,19.05,81.82 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,4,85.71,90.00,18.18,81.82 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,4,71.43,75.00,31.82,68.18 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,5,80.49,82.61,22.22,82.61 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,5,65.85,71.43,40.00,65.22 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,5,80.49,82.61,22.22,82.61 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,5,70.73,73.91,33.33,73.91 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,1,73.17,75.00,28.57,71.43 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,1,68.29,72.22,34.78,61.90 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,1,73.17,75.00,28.57,71.43 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,1,65.85,65.22,33.33,71.43 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,2,80.95,76.92,12.50,90.91 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,2,78.57,78.26,21.05,81.82 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,2,80.95,76.92,12.50,90.91 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,2,66.67,64.29,28.57,81.82 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,3,85.37,81.82,10.53,90.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,3,90.24,86.36,5.26,95.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,3,85.37,81.82,10.53,90.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,3,75.61,77.78,26.09,70.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,4,95.24,95.83,5.56,95.83 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,4,76.19,88.89,33.33,66.67 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,4,95.24,95.83,5.56,95.83 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,4,83.33,84.00,17.65,87.50 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,5,87.80,91.30,16.67,87.50 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,5,90.24,95.45,15.79,87.50 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,5,87.80,91.30,16.67,87.50 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,5,78.05,75.86,16.67,91.67 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/soybean,bayes,cat,charcoal-rot,547,136,1,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,1,88.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,1,43.38,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,2,40.15,28.57,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,3,34.56,0.00,66.67,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,4,39.42,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,5,86.76,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,5,33.82,44.44,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,2,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,2,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,2,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,2,1,36.76,0.00,60.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,2,2,94.89,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,2,2,94.16,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,2,2,94.89,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,2,2,42.34,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,2,3,88.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,2,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,2,3,88.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,2,3,34.56,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,2,4,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,2,4,87.59,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,2,4,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,2,4,39.42,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,2,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,2,5,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,2,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,2,5,32.35,20.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,1,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,1,33.09,0.00,80.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,2,92.70,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,2,41.61,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,3,90.44,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,3,91.18,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,3,90.44,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,3,39.71,18.18,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,4,35.77,0.00,62.50,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,5,37.50,25.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,1,36.03,0.00,62.50,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,2,89.78,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,2,35.77,40.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,3,89.71,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,3,84.56,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,3,89.71,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,3,36.76,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,4,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,4,4,92.70,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,4,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,4,4,36.50,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,4,5,88.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,4,5,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,4,5,88.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,4,5,39.71,25.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,5,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,5,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,5,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,5,1,36.76,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,5,2,94.89,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,5,2,91.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,5,2,94.89,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,5,2,38.69,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,5,3,86.03,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,5,3,36.76,22.22,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,5,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,5,4,94.89,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,5,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,5,4,45.99,42.86,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,5,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,5,5,89.71,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,5,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,5,5,35.29,0.00,71.43,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,1,95.59,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,1,94.85,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,1,95.59,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,1,42.65,0.00,66.67,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,2,88.32,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,2,39.42,40.00,0.00,100.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,3,85.29,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,3,33.82,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,4,89.05,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,4,39.42,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,5,89.71,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,5,89.71,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,5,32.35,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,2,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,2,1,89.71,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,2,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,2,1,37.50,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,2,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,2,2,92.70,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,2,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,2,2,40.88,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,2,3,94.85,100.00,0.00,100.00 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q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,3,44.12,0.00,60.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,4,39.42,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,5,91.18,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,5,38.97,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,1,88.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,1,87.50,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,1,88.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,1,40.44,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,2,89.05,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,2,89.05,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,2,32.12,0.00,71.43,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,3,36.03,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,4,88.32,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,4,40.88,42.86,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,5,95.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,5,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,5,95.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,5,42.65,0.00,75.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,1,96.32,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,1,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,1,96.32,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,1,41.91,0.00,50.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,2,87.59,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,2,35.04,0.00,57.14,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,3,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,3,36.76,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,4,88.32,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,4,88.32,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,4,88.32,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,4,38.69,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,5,90.44,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,5,88.97,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,5,90.44,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,5,39.71,0.00,55.56,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,1,94.12,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,1,38.97,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,2,88.32,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,2,32.85,33.33,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,3,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,3,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,3,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,3,42.65,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,3,4,93.43,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,3,4,89.78,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,3,4,93.43,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,3,4,36.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,3,5,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,3,5,91.18,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,3,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,3,5,41.18,0.00,85.71,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,1,88.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,1,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,1,88.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,1,38.24,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,4,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,4,2,86.13,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,4,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,4,2,37.23,42.86,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,3,93.38,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,3,40.44,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,4,4,91.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,4,4,86.86,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,4,4,91.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,4,4,36.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,5,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,5,41.18,0.00,60.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,1,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,1,43.38,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,2,40.15,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,3,39.71,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,4,91.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,4,32.12,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,5,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,5,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,5,38.97,0.00,80.00,0.00 /home/donaldb/var/weka/xval.13429 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/splice,bayes,cat,IE,2547,637,1,1,96.08,96.41,3.08,97.58 q2s/splice,j48,cat,IE,2547,637,1,1,94.03,98.09,6.57,94.48 q2s/splice,nbk,cat,IE,2547,637,1,1,96.08,96.41,3.08,97.58 q2s/splice,oneR,cat,IE,2547,637,1,1,21.35,100.00,55.52,1.78 q2s/splice,bayes,cat,IE,2546,638,1,2,94.51,96.71,3.27,96.71 q2s/splice,j48,cat,IE,2546,638,1,2,93.42,97.30,4.35,95.36 q2s/splice,nbk,cat,IE,2546,638,1,2,94.51,96.71,3.27,96.71 q2s/splice,oneR,cat,IE,2546,638,1,2,25.39,100.00,49.05,0.64 q2s/splice,bayes,cat,IE,2546,638,1,3,96.24,98.70,1.34,98.70 q2s/splice,j48,cat,IE,2546,638,1,3,93.42,96.62,5.23,94.70 q2s/splice,nbk,cat,IE,2546,638,1,3,96.24,98.70,1.34,98.70 q2s/splice,oneR,cat,IE,2546,638,1,3,24.45,100.00,50.65,1.88 q2s/splice,bayes,cat,IE,2546,638,1,4,94.20,96.79,1.90,98.05 q2s/splice,j48,cat,IE,2546,638,1,4,94.98,97.45,2.45,97.45 q2s/splice,nbk,cat,IE,2546,638,1,4,94.20,96.79,1.90,98.05 q2s/splice,oneR,cat,IE,2546,638,1,4,26.02,100.00,49.23,1.24 q2s/splice,bayes,cat,IE,2551,633,1,5,95.73,95.00,2.05,97.44 q2s/splice,j48,cat,IE,2551,633,1,5,94.94,98.29,2.61,96.64 q2s/splice,nbk,cat,IE,2551,633,1,5,95.73,95.00,2.05,97.44 q2s/splice,oneR,cat,IE,2551,633,1,5,24.49,100.00,43.59,0.83 q2s/splice,bayes,cat,IE,2549,637,2,1,95.45,95.54,1.53,98.68 q2s/splice,j48,cat,IE,2549,637,2,1,94.03,97.33,3.60,96.69 q2s/splice,nbk,cat,IE,2549,637,2,1,95.45,95.54,1.53,98.68 q2s/splice,oneR,cat,IE,2549,637,2,1,22.45,100.00,51.72,1.96 q2s/splice,bayes,cat,IE,2548,638,2,2,96.08,97.62,0.77,99.39 q2s/splice,j48,cat,IE,2548,638,2,2,93.42,98.14,7.04,94.05 q2s/splice,nbk,cat,IE,2548,638,2,2,96.08,97.62,0.77,99.39 q2s/splice,oneR,cat,IE,2548,638,2,2,21.63,100.00,55.66,0.58 q2s/splice,bayes,cat,IE,2548,638,2,3,94.98,97.24,3.73,95.92 q2s/splice,j48,cat,IE,2548,638,2,3,94.04,99.26,5.85,93.10 q2s/splice,nbk,cat,IE,2548,638,2,3,94.98,97.24,3.73,95.92 q2s/splice,oneR,cat,IE,2548,638,2,3,26.02,100.00,47.94,1.31 q2s/splice,bayes,cat,IE,2548,638,2,4,95.14,98.57,1.91,97.87 q2s/splice,j48,cat,IE,2548,638,2,4,94.98,97.08,4.19,95.00 q2s/splice,nbk,cat,IE,2548,638,2,4,95.14,98.57,1.91,97.87 q2s/splice,oneR,cat,IE,2548,638,2,4,26.65,100.00,45.93,2.76 q2s/splice,bayes,cat,IE,2551,635,2,5,95.43,96.40,1.97,97.81 q2s/splice,j48,cat,IE,2551,635,2,5,93.07,97.74,3.92,95.59 q2s/splice,nbk,cat,IE,2551,635,2,5,95.43,96.40,1.97,97.81 q2s/splice,oneR,cat,IE,2551,635,2,5,25.20,100.00,46.98,1.41 q2s/splice,bayes,cat,IE,2551,637,3,1,94.35,96.15,4.05,96.15 q2s/splice,j48,cat,IE,2551,637,3,1,91.21,98.57,8.81,90.79 q2s/splice,nbk,cat,IE,2551,637,3,1,94.35,96.15,4.05,96.15 q2s/splice,oneR,cat,IE,2551,637,3,1,24.02,0.00,51.43,0.00 q2s/splice,bayes,cat,IE,2550,638,3,2,94.67,97.93,1.95,97.93 q2s/splice,j48,cat,IE,2550,638,3,2,93.57,98.57,5.03,94.52 q2s/splice,nbk,cat,IE,2550,638,3,2,94.67,97.93,1.95,97.93 q2s/splice,oneR,cat,IE,2550,638,3,2,24.76,100.00,48.52,0.67 q2s/splice,bayes,cat,IE,2550,638,3,3,96.24,97.26,2.00,97.93 q2s/splice,j48,cat,IE,2550,638,3,3,93.73,96.50,4.64,95.17 q2s/splice,nbk,cat,IE,2550,638,3,3,96.24,97.26,2.00,97.93 q2s/splice,oneR,cat,IE,2550,638,3,3,25.08,100.00,48.17,2.68 q2s/splice,bayes,cat,IE,2550,638,3,4,95.61,95.39,0.00,100.00 q2s/splice,j48,cat,IE,2550,638,3,4,93.89,97.30,1.89,97.96 q2s/splice,nbk,cat,IE,2550,638,3,4,95.61,95.39,0.00,100.00 q2s/splice,oneR,cat,IE,2550,638,3,4,26.80,100.00,46.82,2.65 q2s/splice,bayes,cat,IE,2551,637,3,5,95.45,98.66,1.57,98.66 q2s/splice,j48,cat,IE,2551,637,3,5,94.03,97.89,6.57,93.92 q2s/splice,nbk,cat,IE,2551,637,3,5,95.45,98.66,1.57,98.66 q2s/splice,oneR,cat,IE,2551,637,3,5,21.35,100.00,53.50,1.92 q2s/splice,bayes,cat,IE,2549,637,4,1,97.17,99.30,1.48,98.61 q2s/splice,j48,cat,IE,2549,637,4,1,94.19,99.25,4.35,95.68 q2s/splice,nbk,cat,IE,2549,637,4,1,97.17,99.30,1.48,98.61 q2s/splice,oneR,cat,IE,2549,637,4,1,21.82,100.00,51.25,1.37 q2s/splice,bayes,cat,IE,2548,638,4,2,93.26,96.91,3.57,96.91 q2s/splice,j48,cat,IE,2548,638,4,2,93.42,98.10,6.00,94.51 q2s/splice,nbk,cat,IE,2548,638,4,2,93.26,96.91,3.57,96.91 q2s/splice,oneR,cat,IE,2548,638,4,2,23.51,100.00,53.18,1.76 q2s/splice,bayes,cat,IE,2548,638,4,3,94.51,94.94,2.68,97.40 q2s/splice,j48,cat,IE,2548,638,4,3,93.42,97.26,5.06,94.67 q2s/splice,nbk,cat,IE,2548,638,4,3,94.51,94.94,2.68,97.40 q2s/splice,oneR,cat,IE,2548,638,4,3,25.08,100.00,49.36,1.28 q2s/splice,bayes,cat,IE,2548,638,4,4,96.71,100.00,0.66,99.27 q2s/splice,j48,cat,IE,2548,638,4,4,94.20,94.29,3.97,95.65 q2s/splice,nbk,cat,IE,2548,638,4,4,96.71,100.00,0.66,99.27 q2s/splice,oneR,cat,IE,2548,638,4,4,25.08,100.00,46.78,2.13 q2s/splice,bayes,cat,IE,2551,635,4,5,95.12,94.70,1.28,98.62 q2s/splice,j48,cat,IE,2551,635,4,5,94.33,97.28,3.07,96.62 q2s/splice,nbk,cat,IE,2551,635,4,5,95.12,94.70,1.28,98.62 q2s/splice,oneR,cat,IE,2551,635,4,5,26.46,100.00,47.80,1.30 q2s/splice,bayes,cat,IE,2551,637,5,1,96.55,99.33,0.00,100.00 q2s/splice,j48,cat,IE,2551,637,5,1,93.25,98.60,5.03,94.63 q2s/splice,nbk,cat,IE,2551,637,5,1,96.55,99.33,0.00,100.00 q2s/splice,oneR,cat,IE,2551,637,5,1,25.43,100.00,48.55,1.31 q2s/splice,bayes,cat,IE,2550,638,5,2,94.98,94.77,2.05,97.97 q2s/splice,j48,cat,IE,2550,638,5,2,94.04,95.30,5.19,94.67 q2s/splice,nbk,cat,IE,2550,638,5,2,94.98,94.77,2.05,97.97 q2s/splice,oneR,cat,IE,2550,638,5,2,24.92,100.00,49.35,1.94 q2s/splice,bayes,cat,IE,2550,638,5,3,95.14,95.62,2.52,97.45 q2s/splice,j48,cat,IE,2550,638,5,3,93.73,97.37,6.36,93.08 q2s/splice,nbk,cat,IE,2550,638,5,3,95.14,95.62,2.52,97.45 q2s/splice,oneR,cat,IE,2550,638,5,3,26.80,100.00,48.62,2.47 q2s/splice,bayes,cat,IE,2550,638,5,4,95.14,97.14,0.70,99.27 q2s/splice,j48,cat,IE,2550,638,5,4,91.22,99.11,13.69,82.84 q2s/splice,nbk,cat,IE,2550,638,5,4,95.14,97.14,0.70,99.27 q2s/splice,oneR,cat,IE,2550,638,5,4,23.67,100.00,48.10,0.71 q2s/splice,bayes,cat,IE,2551,637,5,5,95.76,98.00,5.22,95.45 q2s/splice,j48,cat,IE,2551,637,5,5,93.72,98.61,6.67,94.04 q2s/splice,nbk,cat,IE,2551,637,5,5,95.76,98.00,5.22,95.45 q2s/splice,oneR,cat,IE,2551,637,5,5,21.35,100.00,53.63,1.27 q2s/splice,bayes,disctree,IE,2551,637,1,1,95.45,96.30,0.74,99.36 q2s/splice,j48,disctree,IE,2551,637,1,1,92.46,95.60,5.07,95.60 q2s/splice,nbk,disctree,IE,2551,637,1,1,95.45,96.30,0.74,99.36 q2s/splice,oneR,disctree,IE,2551,637,1,1,22.92,100.00,52.79,1.23 q2s/splice,bayes,disctree,IE,2550,638,1,2,95.77,98.11,3.25,96.89 q2s/splice,j48,disctree,IE,2550,638,1,2,94.67,99.32,6.71,92.99 q2s/splice,nbk,disctree,IE,2550,638,1,2,95.77,98.11,3.25,96.89 q2s/splice,oneR,disctree,IE,2550,638,1,2,24.92,100.00,50.94,1.21 q2s/splice,bayes,disctree,IE,2550,638,1,3,95.45,97.35,2.07,98.00 q2s/splice,j48,disctree,IE,2550,638,1,3,93.42,100.00,6.92,92.67 q2s/splice,nbk,disctree,IE,2550,638,1,3,95.45,97.35,2.07,98.00 q2s/splice,oneR,disctree,IE,2550,638,1,3,23.35,100.00,50.99,0.65 q2s/splice,bayes,disctree,IE,2550,638,1,4,93.57,93.38,2.03,97.69 q2s/splice,j48,disctree,IE,2550,638,1,4,94.98,97.73,3.61,95.56 q2s/splice,nbk,disctree,IE,2550,638,1,4,93.57,93.38,2.03,97.69 q2s/splice,oneR,disctree,IE,2550,638,1,4,26.49,100.00,44.48,2.21 q2s/splice,bayes,disctree,IE,2551,637,1,5,96.23,97.26,2.03,97.93 q2s/splice,j48,disctree,IE,2551,637,1,5,93.88,97.84,6.45,93.15 q2s/splice,nbk,disctree,IE,2551,637,1,5,96.23,97.26,2.03,97.93 q2s/splice,oneR,disctree,IE,2551,637,1,5,24.02,100.00,49.33,1.34 q2s/splice,bayes,disctree,IE,2549,637,2,1,94.66,94.87,1.97,98.01 q2s/splice,j48,disctree,IE,2549,637,2,1,92.94,95.39,5.62,94.16 q2s/splice,nbk,disctree,IE,2549,637,2,1,94.66,94.87,1.97,98.01 q2s/splice,oneR,disctree,IE,2549,637,2,1,26.22,100.00,48.25,2.56 q2s/splice,bayes,disctree,IE,2548,638,2,2,95.61,96.82,0.68,99.35 q2s/splice,j48,disctree,IE,2548,638,2,2,93.57,96.64,5.73,94.12 q2s/splice,nbk,disctree,IE,2548,638,2,2,95.61,96.82,0.68,99.35 q2s/splice,oneR,disctree,IE,2548,638,2,2,25.08,100.00,49.19,2.58 q2s/splice,bayes,disctree,IE,2548,638,2,3,95.45,97.89,1.92,97.89 q2s/splice,j48,disctree,IE,2548,638,2,3,94.98,97.93,2.45,97.26 q2s/splice,nbk,disctree,IE,2548,638,2,3,95.45,97.89,1.92,97.89 q2s/splice,oneR,disctree,IE,2548,638,2,3,26.02,100.00,47.12,0.68 q2s/splice,bayes,disctree,IE,2548,638,2,4,95.45,97.30,2.68,97.30 q2s/splice,j48,disctree,IE,2548,638,2,4,92.79,100.00,7.93,90.97 q2s/splice,nbk,disctree,IE,2548,638,2,4,95.45,97.30,2.68,97.30 q2s/splice,oneR,disctree,IE,2548,638,2,4,23.98,100.00,50.33,0.65 q2s/splice,bayes,disctree,IE,2551,635,2,5,95.59,97.96,2.38,97.96 q2s/splice,j48,disctree,IE,2551,635,2,5,93.70,98.59,4.62,95.89 q2s/splice,nbk,disctree,IE,2551,635,2,5,95.59,97.96,2.38,97.96 q2s/splice,oneR,disctree,IE,2551,635,2,5,20.79,100.00,53.57,1.32 q2s/splice,bayes,disctree,IE,2549,637,3,1,96.23,97.20,1.96,97.89 q2s/splice,j48,disctree,IE,2549,637,3,1,94.03,98.52,4.97,94.33 q2s/splice,nbk,disctree,IE,2549,637,3,1,96.23,97.20,1.96,97.89 q2s/splice,oneR,disctree,IE,2549,637,3,1,24.80,0.00,47.85,0.00 q2s/splice,bayes,disctree,IE,2548,638,3,2,93.89,96.39,1.41,98.77 q2s/splice,j48,disctree,IE,2548,638,3,2,94.36,98.76,3.23,96.95 q2s/splice,nbk,disctree,IE,2548,638,3,2,93.89,96.39,1.41,98.77 q2s/splice,oneR,disctree,IE,2548,638,3,2,24.29,100.00,51.88,0.60 q2s/splice,bayes,disctree,IE,2548,638,3,3,96.08,97.89,0.65,99.29 q2s/splice,j48,disctree,IE,2548,638,3,3,94.36,95.80,3.27,96.48 q2s/splice,nbk,disctree,IE,2548,638,3,3,96.08,97.89,0.65,99.29 q2s/splice,oneR,disctree,IE,2548,638,3,3,24.92,100.00,48.36,1.34 q2s/splice,bayes,disctree,IE,2548,638,3,4,95.61,96.30,2.07,98.11 q2s/splice,j48,disctree,IE,2548,638,3,4,92.63,97.35,7.69,92.45 q2s/splice,nbk,disctree,IE,2548,638,3,4,95.61,96.30,2.07,98.11 q2s/splice,oneR,disctree,IE,2548,638,3,4,24.45,100.00,50.96,1.23 q2s/splice,bayes,disctree,IE,2551,635,3,5,95.43,96.45,2.92,97.14 q2s/splice,j48,disctree,IE,2551,635,3,5,93.39,98.48,5.48,94.20 q2s/splice,nbk,disctree,IE,2551,635,3,5,95.43,96.45,2.92,97.14 q2s/splice,oneR,disctree,IE,2551,635,3,5,22.52,100.00,50.00,0.70 q2s/splice,bayes,disctree,IE,2549,637,4,1,95.60,95.33,1.95,97.95 q2s/splice,j48,disctree,IE,2549,637,4,1,93.25,96.53,5.06,94.56 q2s/splice,nbk,disctree,IE,2549,637,4,1,95.60,95.33,1.95,97.95 q2s/splice,oneR,disctree,IE,2549,637,4,1,25.43,100.00,48.40,0.66 q2s/splice,bayes,disctree,IE,2548,638,4,2,96.24,99.28,0.71,99.28 q2s/splice,j48,disctree,IE,2548,638,4,2,94.67,100.00,4.73,95.07 q2s/splice,nbk,disctree,IE,2548,638,4,2,96.24,99.28,0.71,99.28 q2s/splice,oneR,disctree,IE,2548,638,4,2,22.41,100.00,50.18,0.69 q2s/splice,bayes,disctree,IE,2548,638,4,3,95.14,97.92,4.49,95.27 q2s/splice,j48,disctree,IE,2548,638,4,3,94.36,100.00,8.33,90.60 q2s/splice,nbk,disctree,IE,2548,638,4,3,95.14,97.92,4.49,95.27 q2s/splice,oneR,disctree,IE,2548,638,4,3,24.76,0.00,49.03,0.00 q2s/splice,bayes,disctree,IE,2548,638,4,4,94.98,98.00,0.69,99.32 q2s/splice,j48,disctree,IE,2548,638,4,4,94.67,97.99,2.65,97.33 q2s/splice,nbk,disctree,IE,2548,638,4,4,94.98,98.00,0.69,99.32 q2s/splice,oneR,disctree,IE,2548,638,4,4,24.29,100.00,50.00,1.29 q2s/splice,bayes,disctree,IE,2551,635,4,5,94.49,94.64,1.45,98.76 q2s/splice,j48,disctree,IE,2551,635,4,5,91.50,99.28,10.49,89.03 q2s/splice,nbk,disctree,IE,2551,635,4,5,94.49,94.64,1.45,98.76 q2s/splice,oneR,disctree,IE,2551,635,4,5,23.94,100.00,52.08,1.21 q2s/splice,bayes,disctree,IE,2545,637,5,1,94.82,95.14,1.92,97.86 q2s/splice,j48,disctree,IE,2545,637,5,1,94.35,99.24,5.26,93.57 q2s/splice,nbk,disctree,IE,2545,637,5,1,94.82,95.14,1.92,97.86 q2s/splice,oneR,disctree,IE,2545,637,5,1,26.53,100.00,46.13,1.38 q2s/splice,bayes,disctree,IE,2544,638,5,2,95.61,97.28,0.00,100.00 q2s/splice,j48,disctree,IE,2544,638,5,2,93.26,98.59,3.29,96.55 q2s/splice,nbk,disctree,IE,2544,638,5,2,95.61,97.28,0.00,100.00 q2s/splice,oneR,disctree,IE,2544,638,5,2,24.76,100.00,48.52,0.67 q2s/splice,bayes,disctree,IE,2544,638,5,3,96.87,97.09,1.60,98.82 q2s/splice,j48,disctree,IE,2544,638,5,3,94.51,98.73,7.86,93.37 q2s/splice,nbk,disctree,IE,2544,638,5,3,96.87,97.09,1.60,98.82 q2s/splice,oneR,disctree,IE,2544,638,5,3,21.32,100.00,55.92,1.16 q2s/splice,bayes,disctree,IE,2544,638,5,4,94.98,97.33,2.76,97.33 q2s/splice,j48,disctree,IE,2544,638,5,4,94.20,98.00,5.23,94.84 q2s/splice,nbk,disctree,IE,2544,638,5,4,94.98,97.33,2.76,97.33 q2s/splice,oneR,disctree,IE,2544,638,5,4,23.51,100.00,51.15,0.64 q2s/splice,bayes,disctree,IE,2551,631,5,5,94.45,98.52,3.80,95.68 q2s/splice,j48,disctree,IE,2551,631,5,5,93.03,100.00,10.86,86.33 q2s/splice,nbk,disctree,IE,2551,631,5,5,94.45,98.52,3.80,95.68 q2s/splice,oneR,disctree,IE,2551,631,5,5,25.20,100.00,47.32,1.40 q2s/splice,bayes,tbin,IE,2550,637,1,1,95.45,98.31,2.65,96.67 q2s/splice,j48,tbin,IE,2550,637,1,1,93.88,98.21,5.59,92.44 q2s/splice,nbk,tbin,IE,2550,637,1,1,95.45,98.31,2.65,96.67 q2s/splice,oneR,tbin,IE,2550,637,1,1,25.12,100.00,43.48,3.23 q2s/splice,bayes,tbin,IE,2549,638,1,2,96.08,98.78,1.36,98.78 q2s/splice,j48,tbin,IE,2549,638,1,2,94.98,98.05,6.17,93.79 q2s/splice,nbk,tbin,IE,2549,638,1,2,96.08,98.78,1.36,98.78 q2s/splice,oneR,tbin,IE,2549,638,1,2,24.76,100.00,52.31,1.73 q2s/splice,bayes,tbin,IE,2549,638,1,3,96.08,97.33,1.37,98.65 q2s/splice,j48,tbin,IE,2549,638,1,3,94.51,97.92,3.92,95.92 q2s/splice,nbk,tbin,IE,2549,638,1,3,96.08,97.33,1.37,98.65 q2s/splice,oneR,tbin,IE,2549,638,1,3,24.14,100.00,49.67,0.66 q2s/splice,bayes,tbin,IE,2549,638,1,4,94.67,94.05,2.72,97.53 q2s/splice,j48,tbin,IE,2549,638,1,4,92.48,95.12,4.67,95.71 q2s/splice,nbk,tbin,IE,2549,638,1,4,94.67,94.05,2.72,97.53 q2s/splice,oneR,tbin,IE,2549,638,1,4,24.61,100.00,51.26,1.21 q2s/splice,bayes,tbin,IE,2551,636,1,5,94.18,96.71,0.74,99.32 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q2s/splice,j48,tbin,IE,2548,638,2,4,94.67,94.59,6.25,93.33 q2s/splice,nbk,tbin,IE,2548,638,2,4,96.08,96.77,0.67,99.34 q2s/splice,oneR,tbin,IE,2548,638,2,4,25.39,100.00,48.55,1.31 q2s/splice,bayes,tbin,IE,2551,635,2,5,94.80,96.50,2.68,97.18 q2s/splice,j48,tbin,IE,2551,635,2,5,92.60,96.45,3.31,96.45 q2s/splice,nbk,tbin,IE,2551,635,2,5,94.80,96.50,2.68,97.18 q2s/splice,oneR,tbin,IE,2551,635,2,5,24.41,0.00,48.84,0.00 q2s/splice,bayes,tbin,IE,2549,637,3,1,94.51,95.77,3.60,96.45 q2s/splice,j48,tbin,IE,2549,637,3,1,93.41,99.25,4.70,95.00 q2s/splice,nbk,tbin,IE,2549,637,3,1,94.51,95.77,3.60,96.45 q2s/splice,oneR,tbin,IE,2549,637,3,1,23.39,100.00,49.66,1.36 q2s/splice,bayes,tbin,IE,2548,638,3,2,96.55,98.67,1.32,98.67 q2s/splice,j48,tbin,IE,2548,638,3,2,94.36,99.31,5.62,94.08 q2s/splice,nbk,tbin,IE,2548,638,3,2,96.55,98.67,1.32,98.67 q2s/splice,oneR,tbin,IE,2548,638,3,2,24.14,0.00,50.00,0.00 q2s/splice,bayes,tbin,IE,2548,638,3,3,95.61,96.43,0.00,100.00 q2s/splice,j48,tbin,IE,2548,638,3,3,94.98,99.36,4.29,95.68 q2s/splice,nbk,tbin,IE,2548,638,3,3,95.61,96.43,0.00,100.00 q2s/splice,oneR,tbin,IE,2548,638,3,3,25.39,100.00,50.62,1.81 q2s/splice,bayes,tbin,IE,2548,638,3,4,94.98,96.60,2.13,97.93 q2s/splice,j48,tbin,IE,2548,638,3,4,94.04,97.18,5.37,94.52 q2s/splice,nbk,tbin,IE,2548,638,3,4,94.98,96.60,2.13,97.93 q2s/splice,oneR,tbin,IE,2548,638,3,4,23.51,100.00,50.17,1.99 q2s/splice,bayes,tbin,IE,2551,635,3,5,95.59,97.95,2.00,97.95 q2s/splice,j48,tbin,IE,2551,635,3,5,94.17,97.86,5.66,93.84 q2s/splice,nbk,tbin,IE,2551,635,3,5,95.59,97.95,2.00,97.95 q2s/splice,oneR,tbin,IE,2551,635,3,5,24.57,0.00,49.02,0.00 q2s/splice,bayes,tbin,IE,2552,637,4,1,94.51,97.42,3.92,96.18 q2s/splice,j48,tbin,IE,2552,637,4,1,93.41,99.34,3.82,96.15 q2s/splice,nbk,tbin,IE,2552,637,4,1,94.51,97.42,3.92,96.18 q2s/splice,oneR,tbin,IE,2552,637,4,1,24.49,100.00,50.64,1.25 q2s/splice,bayes,tbin,IE,2551,638,4,2,94.98,96.75,1.39,98.68 q2s/splice,j48,tbin,IE,2551,638,4,2,94.20,99.33,2.00,98.03 q2s/splice,nbk,tbin,IE,2551,638,4,2,94.98,96.75,1.39,98.68 q2s/splice,oneR,tbin,IE,2551,638,4,2,23.98,100.00,50.65,1.27 q2s/splice,bayes,tbin,IE,2551,638,4,3,95.30,97.24,1.94,97.92 q2s/splice,j48,tbin,IE,2551,638,4,3,94.36,97.12,5.49,93.75 q2s/splice,nbk,tbin,IE,2551,638,4,3,95.30,97.24,1.94,97.92 q2s/splice,oneR,tbin,IE,2551,638,4,3,26.18,100.00,47.45,1.32 q2s/splice,bayes,tbin,IE,2551,638,4,4,95.61,96.40,0.76,99.26 q2s/splice,j48,tbin,IE,2551,638,4,4,93.26,94.66,9.15,90.51 q2s/splice,nbk,tbin,IE,2551,638,4,4,95.61,96.40,0.76,99.26 q2s/splice,oneR,tbin,IE,2551,638,4,4,22.26,100.00,49.46,1.44 q2s/splice,bayes,tbin,IE,2551,638,4,5,95.92,96.88,1.34,98.73 q2s/splice,j48,tbin,IE,2551,638,4,5,94.83,99.34,4.35,95.57 q2s/splice,nbk,tbin,IE,2551,638,4,5,95.92,96.88,1.34,98.73 q2s/splice,oneR,tbin,IE,2551,638,4,5,24.92,100.00,50.16,1.25 q2s/splice,bayes,tbin,IE,2548,637,5,1,96.08,97.95,0.69,99.31 q2s/splice,j48,tbin,IE,2548,637,5,1,93.88,97.86,5.84,93.84 q2s/splice,nbk,tbin,IE,2548,637,5,1,96.08,97.95,0.69,99.31 q2s/splice,oneR,tbin,IE,2548,637,5,1,24.02,100.00,49.66,1.99 q2s/splice,bayes,tbin,IE,2547,638,5,2,94.51,98.05,1.85,98.05 q2s/splice,j48,tbin,IE,2547,638,5,2,94.20,99.32,4.17,95.42 q2s/splice,nbk,tbin,IE,2547,638,5,2,94.51,98.05,1.85,98.05 q2s/splice,oneR,tbin,IE,2547,638,5,2,26.49,100.00,48.46,1.26 q2s/splice,bayes,tbin,IE,2547,638,5,3,94.98,97.39,1.43,98.68 q2s/splice,j48,tbin,IE,2547,638,5,3,92.48,94.81,2.22,97.99 q2s/splice,nbk,tbin,IE,2547,638,5,3,94.98,97.39,1.43,98.68 q2s/splice,oneR,tbin,IE,2547,638,5,3,22.88,100.00,51.83,0.64 q2s/splice,bayes,tbin,IE,2547,638,5,4,95.77,95.39,3.47,96.67 q2s/splice,j48,tbin,IE,2547,638,5,4,93.73,98.56,7.45,91.95 q2s/splice,nbk,tbin,IE,2547,638,5,4,95.77,95.39,3.47,96.67 q2s/splice,oneR,tbin,IE,2547,638,5,4,23.82,100.00,49.83,0.66 q2s/splice,bayes,tbin,IE,2551,634,5,5,94.79,96.45,2.78,97.14 q2s/splice,j48,tbin,IE,2551,634,5,5,93.85,98.53,3.92,95.71 q2s/splice,nbk,tbin,IE,2551,634,5,5,94.79,96.45,2.78,97.14 q2s/splice,oneR,tbin,IE,2551,634,5,5,24.76,100.00,48.15,2.05 q2s/splice,bayes,fayyadIrani,IE,2546,637,1,1,96.70,99.27,0.74,99.27 q2s/splice,j48,fayyadIrani,IE,2546,637,1,1,94.82,97.10,2.92,97.10 q2s/splice,nbk,fayyadIrani,IE,2546,637,1,1,96.70,99.27,0.74,99.27 q2s/splice,oneR,fayyadIrani,IE,2546,637,1,1,21.98,100.00,50.18,0.71 q2s/splice,bayes,fayyadIrani,IE,2545,638,1,2,95.45,97.55,2.11,98.15 q2s/splice,j48,fayyadIrani,IE,2545,638,1,2,93.57,100.00,6.04,94.38 q2s/splice,nbk,fayyadIrani,IE,2545,638,1,2,95.45,97.55,2.11,98.15 q2s/splice,oneR,fayyadIrani,IE,2545,638,1,2,23.20,100.00,53.04,0.60 q2s/splice,bayes,fayyadIrani,IE,2545,638,1,3,94.20,94.93,4.17,95.62 q2s/splice,j48,fayyadIrani,IE,2545,638,1,3,92.79,93.48,6.85,92.81 q2s/splice,nbk,fayyadIrani,IE,2545,638,1,3,94.20,94.93,4.17,95.62 q2s/splice,oneR,fayyadIrani,IE,2545,638,1,3,23.67,100.00,48.42,2.82 q2s/splice,bayes,fayyadIrani,IE,2545,638,1,4,95.14,96.60,1.91,97.93 q2s/splice,j48,fayyadIrani,IE,2545,638,1,4,94.83,100.00,4.76,94.48 q2s/splice,nbk,fayyadIrani,IE,2545,638,1,4,95.14,96.60,1.91,97.93 q2s/splice,oneR,fayyadIrani,IE,2545,638,1,4,26.65,100.00,46.82,2.00 q2s/splice,bayes,fayyadIrani,IE,2551,632,1,5,93.99,96.88,1.95,98.10 q2s/splice,j48,fayyadIrani,IE,2551,632,1,5,93.04,98.67,5.42,94.27 q2s/splice,nbk,fayyadIrani,IE,2551,632,1,5,93.99,96.88,1.95,98.10 q2s/splice,oneR,fayyadIrani,IE,2551,632,1,5,26.11,100.00,49.85,0.61 q2s/splice,bayes,fayyadIrani,IE,2549,637,2,1,95.60,95.86,1.25,98.58 q2s/splice,j48,fayyadIrani,IE,2549,637,2,1,94.51,98.50,2.42,97.04 q2s/splice,nbk,fayyadIrani,IE,2549,637,2,1,95.60,95.86,1.25,98.58 q2s/splice,oneR,fayyadIrani,IE,2549,637,2,1,26.53,100.00,45.98,0.69 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,2,95.30,97.18,3.97,95.83 q2s/splice,j48,fayyadIrani,IE,2548,638,2,2,93.73,97.84,5.77,93.79 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,2,95.30,97.18,3.97,95.83 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,2,24.29,100.00,49.34,1.32 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,3,96.39,98.68,0.72,99.33 q2s/splice,j48,fayyadIrani,IE,2548,638,2,3,94.98,100.00,4.64,95.45 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,3,96.39,98.68,0.72,99.33 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,3,23.20,100.00,51.01,1.95 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,4,94.83,95.09,2.88,97.48 q2s/splice,j48,fayyadIrani,IE,2548,638,2,4,92.01,97.96,4.05,96.00 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,4,94.83,95.09,2.88,97.48 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,4,24.61,100.00,50.97,3.07 q2s/splice,bayes,fayyadIrani,IE,2551,635,2,5,94.96,97.33,0.70,99.32 q2s/splice,j48,fayyadIrani,IE,2551,635,2,5,93.39,96.50,6.62,93.24 q2s/splice,nbk,fayyadIrani,IE,2551,635,2,5,94.96,97.33,0.70,99.32 q2s/splice,oneR,fayyadIrani,IE,2551,635,2,5,23.46,100.00,50.83,0.65 q2s/splice,bayes,fayyadIrani,IE,2550,637,3,1,96.70,100.00,2.04,98.09 q2s/splice,j48,fayyadIrani,IE,2550,637,3,1,94.98,98.04,4.00,96.15 q2s/splice,nbk,fayyadIrani,IE,2550,637,3,1,96.70,100.00,2.04,98.09 q2s/splice,oneR,fayyadIrani,IE,2550,637,3,1,23.86,100.00,51.60,0.62 q2s/splice,bayes,fayyadIrani,IE,2549,638,3,2,94.83,97.12,2.76,97.12 q2s/splice,j48,fayyadIrani,IE,2549,638,3,2,92.48,96.40,3.57,96.40 q2s/splice,nbk,fayyadIrani,IE,2549,638,3,2,94.83,97.12,2.76,97.12 q2s/splice,oneR,fayyadIrani,IE,2549,638,3,2,23.67,100.00,49.14,2.05 q2s/splice,bayes,fayyadIrani,IE,2549,638,3,3,95.45,96.13,2.05,98.03 q2s/splice,j48,fayyadIrani,IE,2549,638,3,3,93.89,97.92,6.92,92.76 q2s/splice,nbk,fayyadIrani,IE,2549,638,3,3,95.45,96.13,2.05,98.03 q2s/splice,oneR,fayyadIrani,IE,2549,638,3,3,23.98,100.00,50.81,0.63 q2s/splice,bayes,fayyadIrani,IE,2549,638,3,4,95.45,95.80,0.66,99.28 q2s/splice,j48,fayyadIrani,IE,2549,638,3,4,94.67,97.79,2.50,97.08 q2s/splice,nbk,fayyadIrani,IE,2549,638,3,4,95.45,95.80,0.66,99.28 q2s/splice,oneR,fayyadIrani,IE,2549,638,3,4,25.71,100.00,45.85,0.72 q2s/splice,bayes,fayyadIrani,IE,2551,636,3,5,94.65,97.44,2.70,97.44 q2s/splice,j48,fayyadIrani,IE,2551,636,3,5,92.61,98.03,7.55,92.55 q2s/splice,nbk,fayyadIrani,IE,2551,636,3,5,94.65,97.44,2.70,97.44 q2s/splice,oneR,fayyadIrani,IE,2551,636,3,5,24.53,100.00,50.97,2.47 q2s/splice,bayes,fayyadIrani,IE,2551,637,4,1,94.19,96.15,1.41,98.43 q2s/splice,j48,fayyadIrani,IE,2551,637,4,1,95.45,96.09,3.87,95.35 q2s/splice,nbk,fayyadIrani,IE,2551,637,4,1,94.19,96.15,1.41,98.43 q2s/splice,oneR,fayyadIrani,IE,2551,637,4,1,24.65,100.00,45.80,1.50 q2s/splice,bayes,fayyadIrani,IE,2550,638,4,2,95.92,98.55,3.16,96.45 q2s/splice,j48,fayyadIrani,IE,2550,638,4,2,93.89,98.52,3.82,95.68 q2s/splice,nbk,fayyadIrani,IE,2550,638,4,2,95.92,98.55,3.16,96.45 q2s/splice,oneR,fayyadIrani,IE,2550,638,4,2,24.92,0.00,47.52,0.00 q2s/splice,bayes,fayyadIrani,IE,2550,638,4,3,94.83,98.15,1.39,98.76 q2s/splice,j48,fayyadIrani,IE,2550,638,4,3,94.04,96.93,4.58,95.76 q2s/splice,nbk,fayyadIrani,IE,2550,638,4,3,94.83,98.15,1.39,98.76 q2s/splice,oneR,fayyadIrani,IE,2550,638,4,3,24.76,100.00,51.26,1.81 q2s/splice,bayes,fayyadIrani,IE,2550,638,4,4,95.45,94.71,2.36,98.17 q2s/splice,j48,fayyadIrani,IE,2550,638,4,4,93.26,97.53,5.11,95.76 q2s/splice,nbk,fayyadIrani,IE,2550,638,4,4,95.45,94.71,2.36,98.17 q2s/splice,oneR,fayyadIrani,IE,2550,638,4,4,21.79,100.00,54.82,1.79 q2s/splice,bayes,fayyadIrani,IE,2551,637,4,5,95.76,98.00,1.27,98.66 q2s/splice,j48,fayyadIrani,IE,2551,637,4,5,93.41,100.00,4.32,95.21 q2s/splice,nbk,fayyadIrani,IE,2551,637,4,5,95.76,98.00,1.27,98.66 q2s/splice,oneR,fayyadIrani,IE,2551,637,4,5,25.27,0.00,49.21,0.00 q2s/splice,bayes,fayyadIrani,IE,2553,637,5,1,94.51,96.25,2.88,97.47 q2s/splice,j48,fayyadIrani,IE,2553,637,5,1,93.41,96.18,3.55,96.79 q2s/splice,nbk,fayyadIrani,IE,2553,637,5,1,94.51,96.25,2.88,97.47 q2s/splice,oneR,fayyadIrani,IE,2553,637,5,1,23.08,100.00,52.61,1.23 q2s/splice,bayes,fayyadIrani,IE,2552,638,5,2,96.08,96.13,2.13,98.03 q2s/splice,j48,fayyadIrani,IE,2552,638,5,2,94.51,94.81,4.17,96.05 q2s/splice,nbk,fayyadIrani,IE,2552,638,5,2,96.08,96.13,2.13,98.03 q2s/splice,oneR,fayyadIrani,IE,2552,638,5,2,23.82,100.00,50.33,1.95 q2s/splice,bayes,fayyadIrani,IE,2552,638,5,3,95.77,97.39,2.99,97.39 q2s/splice,j48,fayyadIrani,IE,2552,638,5,3,93.89,99.30,6.94,93.42 q2s/splice,nbk,fayyadIrani,IE,2552,638,5,3,95.77,97.39,2.99,97.39 q2s/splice,oneR,fayyadIrani,IE,2552,638,5,3,21.79,100.00,52.76,1.29 q2s/splice,bayes,fayyadIrani,IE,2552,638,5,4,95.61,96.32,1.65,97.76 q2s/splice,j48,fayyadIrani,IE,2552,638,5,4,94.20,99.22,3.14,95.49 q2s/splice,nbk,fayyadIrani,IE,2552,638,5,4,95.61,96.32,1.65,97.76 q2s/splice,oneR,fayyadIrani,IE,2552,638,5,4,30.09,100.00,42.20,2.13 q2s/splice,bayes,fayyadIrani,IE,2552,638,5,5,95.61,98.63,0.71,99.31 q2s/splice,j48,fayyadIrani,IE,2552,638,5,5,93.73,95.33,4.17,95.97 q2s/splice,nbk,fayyadIrani,IE,2552,638,5,5,95.61,98.63,0.71,99.31 q2s/splice,oneR,fayyadIrani,IE,2552,638,5,5,23.35,100.00,51.00,1.29 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/vote,bayes,cat,republican,349,86,1,1,88.37,80.00,4.35,94.12 t2z/vote,j48,cat,republican,349,86,1,1,95.35,94.12,3.85,94.12 t2z/vote,nbk,cat,republican,349,86,1,1,88.37,80.00,4.35,94.12 t2z/vote,oneR,cat,republican,349,86,1,1,94.19,89.19,2.04,97.06 t2z/vote,bayes,cat,republican,348,87,1,2,88.51,84.85,9.26,84.85 t2z/vote,j48,cat,republican,348,87,1,2,95.40,96.77,5.36,90.91 t2z/vote,nbk,cat,republican,348,87,1,2,88.51,84.85,9.26,84.85 t2z/vote,oneR,cat,republican,348,87,1,2,95.40,93.94,3.70,93.94 t2z/vote,bayes,cat,republican,348,87,1,3,96.55,94.87,2.08,97.37 t2z/vote,j48,cat,republican,348,87,1,3,97.70,97.37,2.04,97.37 t2z/vote,nbk,cat,republican,348,87,1,3,96.55,94.87,2.08,97.37 t2z/vote,oneR,cat,republican,348,87,1,3,98.85,97.44,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,4,88.51,79.49,4.17,93.94 t2z/vote,j48,cat,republican,348,87,1,4,95.40,91.43,1.92,96.97 t2z/vote,nbk,cat,republican,348,87,1,4,88.51,79.49,4.17,93.94 t2z/vote,oneR,cat,republican,348,87,1,4,94.25,88.89,1.96,96.97 t2z/vote,bayes,cat,republican,348,87,1,5,88.51,81.25,7.27,86.67 t2z/vote,j48,cat,republican,348,87,1,5,97.70,96.67,1.75,96.67 t2z/vote,nbk,cat,republican,348,87,1,5,88.51,81.25,7.27,86.67 t2z/vote,oneR,cat,republican,348,87,1,5,95.40,90.62,1.82,96.67 t2z/vote,bayes,cat,republican,349,86,2,1,96.51,92.68,0.00,100.00 t2z/vote,j48,cat,republican,349,86,2,1,98.84,100.00,2.04,97.37 t2z/vote,nbk,cat,republican,349,86,2,1,96.51,92.68,0.00,100.00 t2z/vote,oneR,cat,republican,349,86,2,1,96.51,92.68,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,2,90.80,90.24,8.70,90.24 t2z/vote,j48,cat,republican,348,87,2,2,96.55,100.00,6.12,92.68 t2z/vote,nbk,cat,republican,348,87,2,2,90.80,90.24,8.70,90.24 t2z/vote,oneR,cat,republican,348,87,2,2,96.55,100.00,6.12,92.68 t2z/vote,bayes,cat,republican,348,87,2,3,91.95,83.33,3.51,92.59 t2z/vote,j48,cat,republican,348,87,2,3,96.55,90.00,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,2,3,91.95,83.33,3.51,92.59 t2z/vote,oneR,cat,republican,348,87,2,3,95.40,87.10,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,4,89.66,80.00,3.85,93.33 t2z/vote,j48,cat,republican,348,87,2,4,96.55,93.55,1.79,96.67 t2z/vote,nbk,cat,republican,348,87,2,4,89.66,80.00,3.85,93.33 t2z/vote,oneR,cat,republican,348,87,2,4,95.40,90.62,1.82,96.67 t2z/vote,bayes,cat,republican,348,87,2,5,82.76,72.97,10.00,84.38 t2z/vote,j48,cat,republican,348,87,2,5,95.40,93.75,3.64,93.75 t2z/vote,nbk,cat,republican,348,87,2,5,82.76,72.97,10.00,84.38 t2z/vote,oneR,cat,republican,348,87,2,5,94.25,88.57,1.92,96.88 t2z/vote,bayes,cat,republican,349,86,3,1,93.02,87.88,3.77,93.55 t2z/vote,j48,cat,republican,349,86,3,1,98.84,100.00,1.79,96.77 t2z/vote,nbk,cat,republican,349,86,3,1,93.02,87.88,3.77,93.55 t2z/vote,oneR,cat,republican,349,86,3,1,100.00,100.00,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,2,89.66,75.00,0.00,100.00 t2z/vote,j48,cat,republican,348,87,3,2,96.55,90.00,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,3,2,89.66,75.00,0.00,100.00 t2z/vote,oneR,cat,republican,348,87,3,2,91.95,79.41,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,3,89.66,80.00,2.13,96.97 t2z/vote,j48,cat,republican,348,87,3,3,96.55,94.12,1.89,96.97 t2z/vote,nbk,cat,republican,348,87,3,3,89.66,80.00,2.13,96.97 t2z/vote,oneR,cat,republican,348,87,3,3,96.55,91.67,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,4,90.80,91.89,10.00,87.18 t2z/vote,j48,cat,republican,348,87,3,4,94.25,100.00,9.43,87.18 t2z/vote,nbk,cat,republican,348,87,3,4,90.80,91.89,10.00,87.18 t2z/vote,oneR,cat,republican,348,87,3,4,93.10,94.59,8.00,89.74 t2z/vote,bayes,cat,republican,348,87,3,5,87.36,84.21,10.20,86.49 t2z/vote,j48,cat,republican,348,87,3,5,97.70,97.30,2.00,97.30 t2z/vote,nbk,cat,republican,348,87,3,5,87.36,84.21,10.20,86.49 t2z/vote,oneR,cat,republican,348,87,3,5,96.55,94.74,2.04,97.30 t2z/vote,bayes,cat,republican,349,86,4,1,87.21,84.62,10.64,86.84 t2z/vote,j48,cat,republican,349,86,4,1,95.35,94.74,4.17,94.74 t2z/vote,nbk,cat,republican,349,86,4,1,87.21,84.62,10.64,86.84 t2z/vote,oneR,cat,republican,349,86,4,1,95.35,92.50,2.17,97.37 t2z/vote,bayes,cat,republican,348,87,4,2,89.66,84.21,6.12,91.43 t2z/vote,j48,cat,republican,348,87,4,2,91.95,88.89,5.88,91.43 t2z/vote,nbk,cat,republican,348,87,4,2,89.66,84.21,6.12,91.43 t2z/vote,oneR,cat,republican,348,87,4,2,91.95,88.89,5.88,91.43 t2z/vote,bayes,cat,republican,348,87,4,3,91.95,84.38,3.64,93.10 t2z/vote,j48,cat,republican,348,87,4,3,98.85,100.00,1.69,96.55 t2z/vote,nbk,cat,republican,348,87,4,3,91.95,84.38,3.64,93.10 t2z/vote,oneR,cat,republican,348,87,4,3,96.55,90.62,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,4,4,94.25,94.12,5.66,91.43 t2z/vote,j48,cat,republican,348,87,4,4,97.70,100.00,3.70,94.29 t2z/vote,nbk,cat,republican,348,87,4,4,94.25,94.12,5.66,91.43 t2z/vote,oneR,cat,republican,348,87,4,4,98.85,100.00,1.89,97.14 t2z/vote,bayes,cat,republican,348,87,4,5,87.36,75.00,2.13,96.77 t2z/vote,j48,cat,republican,348,87,4,5,96.55,91.18,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,4,5,87.36,75.00,2.13,96.77 t2z/vote,oneR,cat,republican,348,87,4,5,95.40,88.57,0.00,100.00 t2z/vote,bayes,cat,republican,349,86,5,1,90.70,92.11,10.42,87.50 t2z/vote,j48,cat,republican,349,86,5,1,100.00,100.00,0.00,100.00 t2z/vote,nbk,cat,republican,349,86,5,1,90.70,92.11,10.42,87.50 t2z/vote,oneR,cat,republican,349,86,5,1,98.84,97.56,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,5,2,83.91,70.27,6.00,89.66 t2z/vote,j48,cat,republican,348,87,5,2,94.25,87.50,1.82,96.55 t2z/vote,nbk,cat,republican,348,87,5,2,83.91,70.27,6.00,89.66 t2z/vote,oneR,cat,republican,348,87,5,2,93.10,84.85,1.85,96.55 t2z/vote,bayes,cat,republican,348,87,5,3,91.95,84.62,2.08,97.06 t2z/vote,j48,cat,republican,348,87,5,3,98.85,100.00,1.85,97.06 t2z/vote,nbk,cat,republican,348,87,5,3,91.95,84.62,2.08,97.06 t2z/vote,oneR,cat,republican,348,87,5,3,98.85,97.14,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,5,4,91.95,85.29,3.77,93.55 t2z/vote,j48,cat,republican,348,87,5,4,91.95,87.50,5.45,90.32 t2z/vote,nbk,cat,republican,348,87,5,4,91.95,85.29,3.77,93.55 t2z/vote,oneR,cat,republican,348,87,5,4,91.95,85.29,3.77,93.55 t2z/vote,bayes,cat,republican,348,87,5,5,90.80,85.71,5.77,90.91 t2z/vote,j48,cat,republican,348,87,5,5,96.55,96.88,3.64,93.94 t2z/vote,nbk,cat,republican,348,87,5,5,90.80,85.71,5.77,90.91 t2z/vote,oneR,cat,republican,348,87,5,5,95.40,93.94,3.70,93.94 t2z/vote,bayes,disctree,republican,349,86,1,1,91.86,85.00,2.17,97.14 t2z/vote,j48,disctree,republican,349,86,1,1,100.00,100.00,0.00,100.00 t2z/vote,nbk,disctree,republican,349,86,1,1,91.86,85.00,2.17,97.14 t2z/vote,oneR,disctree,republican,349,86,1,1,97.67,94.59,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,2,91.95,89.74,6.25,92.11 t2z/vote,j48,disctree,republican,348,87,1,2,98.85,97.44,0.00,100.00 t2z/vote,nbk,disctree,republican,348,87,1,2,91.95,89.74,6.25,92.11 t2z/vote,oneR,disctree,republican,348,87,1,2,98.85,97.44,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,3,88.51,76.67,5.26,88.46 t2z/vote,j48,disctree,republican,348,87,1,3,93.10,83.33,1.75,96.15 t2z/vote,nbk,disctree,republican,348,87,1,3,88.51,76.67,5.26,88.46 t2z/vote,oneR,disctree,republican,348,87,1,3,91.95,80.65,1.79,96.15 t2z/vote,bayes,disctree,republican,348,87,1,4,89.66,82.93,4.35,94.44 t2z/vote,j48,disctree,republican,348,87,1,4,94.25,96.97,7.41,88.89 t2z/vote,nbk,disctree,republican,348,87,1,4,89.66,82.93,4.35,94.44 t2z/vote,oneR,disctree,republican,348,87,1,4,94.25,91.89,4.00,94.44 t2z/vote,bayes,disctree,republican,348,87,1,5,87.36,82.35,9.43,84.85 t2z/vote,j48,disctree,republican,348,87,1,5,95.40,96.77,5.36,90.91 t2z/vote,nbk,disctree,republican,348,87,1,5,87.36,82.35,9.43,84.85 t2z/vote,oneR,disctree,republican,348,87,1,5,95.40,93.94,3.70,93.94 t2z/vote,bayes,disctree,republican,348,86,2,1,87.21,77.78,6.00,90.32 t2z/vote,j48,disctree,republican,348,86,2,1,91.86,87.50,5.56,90.32 t2z/vote,nbk,disctree,republican,348,86,2,1,87.21,77.78,6.00,90.32 t2z/vote,oneR,disctree,republican,348,86,2,1,91.86,85.29,3.85,93.55 t2z/vote,bayes,disctree,republican,347,87,2,2,94.25,90.91,3.70,93.75 t2z/vote,j48,disctree,republican,347,87,2,2,96.55,93.94,1.85,96.88 t2z/vote,nbk,disctree,republican,347,87,2,2,94.25,90.91,3.70,93.75 t2z/vote,oneR,disctree,republican,347,87,2,2,96.55,93.94,1.85,96.88 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t2z/waveform-5000,bayes,fayyadIrani,1,3986,1000,5,4,78.80,79.10,0.51,99.67 t2z/waveform-5000,j48,fayyadIrani,1,3986,1000,5,4,76.40,86.01,11.03,88.73 t2z/waveform-5000,nbk,fayyadIrani,1,3986,1000,5,4,78.80,79.10,0.51,99.67 t2z/waveform-5000,oneR,fayyadIrani,1,3986,1000,5,4,54.20,55.21,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3999,987,5,5,80.95,80.78,0.00,100.00 t2z/waveform-5000,j48,fayyadIrani,1,3999,987,5,5,76.29,85.00,14.65,86.44 t2z/waveform-5000,nbk,fayyadIrani,1,3999,987,5,5,80.95,80.78,0.00,100.00 t2z/waveform-5000,oneR,fayyadIrani,1,3999,987,5,5,56.84,57.77,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather,bayes,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,1,2,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,1,2,66.67,0.00,0.00,0.00 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t2z/weather,bayes,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,2,2,33.33,50.00,100.00,50.00 t2z/weather,nbk,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,2,2,33.33,50.00,100.00,50.00 t2z/weather,bayes,cat,no,11,3,2,3,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,2,3,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,2,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,2,3,33.33,33.33,0.00,100.00 t2z/weather,bayes,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,2,5,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,2,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,2,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,2,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,oneR,cat,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,3,2,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,3,2,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,3,2,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,3,2,100.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,3,4,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,3,4,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,3,4,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,3,4,66.67,50.00,0.00,100.00 t2z/weather,bayes,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,3,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,4,1,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,12,2,4,1,50.00,50.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,4,1,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,12,2,4,1,50.00,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,4,2,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,11,3,4,2,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,11,3,4,2,0.00,0.00,100.00,0.00 t2z/weather,oneR,cat,no,11,3,4,2,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,j48,cat,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,nbk,cat,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,oneR,cat,no,11,3,4,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,4,4,66.67,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,4,4,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,4,4,66.67,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,4,4,66.67,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,4,5,0.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,4,5,50.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,4,5,0.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,5,1,50.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,5,1,50.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,5,2,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,5,2,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,5,2,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,5,2,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,5,3,33.33,50.00,100.00,50.00 t2z/weather,j48,cat,no,11,3,5,3,33.33,50.00,100.00,50.00 t2z/weather,nbk,cat,no,11,3,5,3,66.67,100.00,50.00,50.00 t2z/weather,oneR,cat,no,11,3,5,3,0.00,0.00,100.00,0.00 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,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,bayes,cat,no,12,2,5,5,50.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,5,5,50.00,0.00,0.00,0.00 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,12,2,1,1,100.00,100.00,0.00,100.00 t2z/weather,j48,disctree,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,disctree,no,12,2,1,1,100.00,100.00,0.00,100.00 t2z/weather,oneR,disctree,no,12,2,1,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,disctree,no,11,3,1,2,33.33,0.00,66.67,0.00 t2z/weather,j48,disctree,no,11,3,1,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,disctree,no,11,3,1,2,33.33,0.00,66.67,0.00 t2z/weather,oneR,disctree,no,11,3,1,2,33.33,0.00,66.67,0.00 t2z/weather,bayes,disctree,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather,j48,disctree,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather,nbk,disctree,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather,oneR,disctree,no,11,3,1,3,33.33,0.00,50.00,0.00 t2z/weather,bayes,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,j48,disctree,no,11,3,1,4,66.67,50.00,0.00,100.00 t2z/weather,nbk,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,disctree,no,11,3,1,4,66.67,50.00,0.00,100.00 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,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather,j48,disctree,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,disctree,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather,oneR,disctree,no,12,2,2,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,disctree,no,11,3,2,2,33.33,0.00,50.00,0.00 t2z/weather,j48,disctree,no,11,3,2,2,66.67,0.00,33.33,0.00 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t2z/weather,j48,fayyadIrani,no,12,2,3,1,50.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,1,50.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,1,50.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,3,33.33,0.00,66.67,0.00 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,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,1,100.00,100.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,1,100.00,100.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,3,0.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,3,0.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,3,0.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,3,0.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,4,33.33,50.00,100.00,50.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,2,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,2,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,2,33.33,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,3,33.33,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,3,33.33,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,3,33.33,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,3,33.33,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,4,66.67,50.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,5,4,66.67,50.00,0.00,100.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,4,66.67,50.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,4,66.67,50.00,0.00,100.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,5,0.00,0.00,100.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,5,0.00,0.00,100.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather.nominal,bayes,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 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,12,2,1,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 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 t2z/weather.nominal,nbk,cat,no,11,3,1,3,66.67,50.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,1,3,33.33,33.33,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,1,4,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,4,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,bayes,cat,no,12,2,1,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,1,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,1,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,1,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,2,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,2,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,2,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,2,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,2,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,2,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,2,2,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,2,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,3,33.33,50.00,100.00,50.00 t2z/weather.nominal,nbk,cat,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,2,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,2,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,2,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,2,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,3,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,3,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,3,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,2,66.67,100.00,50.00,50.00 t2z/weather.nominal,j48,cat,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,2,66.67,100.00,50.00,50.00 t2z/weather.nominal,oneR,cat,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,3,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,3,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,3,5,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,4,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,4,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,4,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,4,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,2,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,2,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,4,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,4,0.00,0.00,100.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,4,4,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,4,0.00,0.00,100.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,4,4,0.00,0.00,100.00,0.00 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