#data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/anneal,bayes,cat,2,719,179,1,1,89.94,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,1,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,1,96.65,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,1,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,1,2,85.00,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,1,2,97.22,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,1,2,95.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,1,2,85.00,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,1,3,87.15,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,3,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,3,95.53,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,3,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,1,4,86.11,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,1,4,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,1,4,91.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,1,4,83.89,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,1,5,84.36,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,1,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,1,5,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,1,5,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,1,86.59,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,1,97.21,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,1,82.68,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,2,93.33,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,2,97.78,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,2,84.44,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,3,81.56,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,3,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,3,93.30,100.00,100.00,93.75 a2b/anneal,oneR,cat,2,719,179,2,3,87.15,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,2,4,88.33,95.45,0.00,100.00 a2b/anneal,j48,cat,2,718,180,2,4,98.89,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,2,4,94.44,94.74,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,2,4,81.67,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,2,5,89.39,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,2,5,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,2,5,93.30,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,2,5,82.12,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,1,88.27,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,1,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,1,93.85,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,1,83.80,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,2,85.56,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,2,95.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,2,85.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,3,86.59,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,3,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,3,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,3,89.39,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,3,4,85.56,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,3,4,97.78,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,3,4,90.00,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,3,4,78.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,3,5,86.03,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,3,5,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,3,5,96.65,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,3,5,81.01,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,1,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,1,98.88,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,1,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,1,88.27,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,4,2,87.22,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,2,95.56,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,2,83.33,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,3,84.36,100.00,0.00,100.00 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,2,718,180,4,4,90.00,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,4,4,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,4,4,93.89,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,4,4,81.67,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,4,5,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,4,5,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,4,5,94.41,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,4,5,80.45,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,1,85.47,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,1,100.00,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,1,91.06,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,5,2,92.78,100.00,33.33,94.44 a2b/anneal,j48,cat,2,718,180,5,2,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,5,2,96.11,100.00,33.33,93.75 a2b/anneal,oneR,cat,2,718,180,5,2,84.44,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,3,86.59,91.30,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,3,98.32,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,3,92.74,94.12,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,3,81.56,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,718,180,5,4,88.89,100.00,0.00,100.00 a2b/anneal,j48,cat,2,718,180,5,4,98.33,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,718,180,5,4,96.11,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,718,180,5,4,82.22,0.00,0.00,0.00 a2b/anneal,bayes,cat,2,719,179,5,5,86.03,100.00,0.00,100.00 a2b/anneal,j48,cat,2,719,179,5,5,99.44,100.00,0.00,100.00 a2b/anneal,nbk,cat,2,719,179,5,5,94.97,100.00,0.00,100.00 a2b/anneal,oneR,cat,2,719,179,5,5,84.92,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,1,97.77,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,1,91.06,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,1,97.77,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,1,2,95.00,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,1,2,83.33,76.92,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,1,2,95.00,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,1,2,79.44,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,3,97.21,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,3,89.94,93.33,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,3,97.21,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,3,86.03,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,1,4,97.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,1,4,92.22,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,1,4,97.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,1,4,86.11,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,1,5,96.65,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,1,5,92.18,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,1,5,96.65,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,1,5,81.56,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,2,1,94.97,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,2,1,86.03,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,2,1,94.97,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,2,1,78.21,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,2,2,96.67,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,2,2,91.67,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,2,2,96.67,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,2,2,85.00,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,2,3,98.32,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,2,3,89.94,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,2,3,98.32,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,2,3,84.92,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,717,180,2,4,98.89,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,717,180,2,4,93.89,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,717,180,2,4,98.89,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,717,180,2,4,90.00,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,179,2,5,95.53,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,179,2,5,86.59,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,179,2,5,95.53,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,179,2,5,79.89,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,1,95.53,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,1,87.15,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,1,95.53,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,1,78.77,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,3,2,97.78,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,3,2,90.56,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,3,2,97.78,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,3,2,82.78,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,3,96.65,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,3,88.83,92.31,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,3,96.65,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,3,85.47,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,3,4,96.11,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,3,4,89.44,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,3,4,96.11,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,3,4,85.00,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,3,5,98.32,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,3,5,92.18,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,3,5,98.32,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,3,5,86.59,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,1,97.21,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,1,93.30,94.74,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,1,97.21,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,1,84.92,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,2,95.56,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,2,89.44,92.86,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,2,95.56,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,2,82.22,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,719,179,4,3,98.88,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,719,179,4,3,93.30,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,719,179,4,3,98.88,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,719,179,4,3,85.47,0.00,0.00,0.00 a2b/anneal,bayes,disctree,2,718,180,4,4,96.11,100.00,0.00,100.00 a2b/anneal,j48,disctree,2,718,180,4,4,90.56,100.00,0.00,100.00 a2b/anneal,nbk,disctree,2,718,180,4,4,96.11,100.00,0.00,100.00 a2b/anneal,oneR,disctree,2,718,180,4,4,83.33,0.00,0.00,0.00 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a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,4,64.44,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,4,44.44,0.00,0.00,0.00 a2b/audiology,bayes,fayyadIrani,bells_palsy,181,45,5,5,66.67,0.00,0.00,0.00 a2b/audiology,j48,fayyadIrani,bells_palsy,181,45,5,5,68.89,0.00,0.00,0.00 a2b/audiology,nbk,fayyadIrani,bells_palsy,181,45,5,5,66.67,0.00,0.00,0.00 a2b/audiology,oneR,fayyadIrani,bells_palsy,181,45,5,5,37.78,0.00,0.00,0.00 /home/donaldb/var/weka/xval.19099 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision a2b/autos,bayes,cat,-2,165,40,1,1,52.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,1,1,82.50,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,165,40,1,1,55.00,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,165,40,1,1,55.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,1,2,70.73,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,1,2,85.37,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,1,2,73.17,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,1,2,60.98,0.00,0.00,0.00 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a2b/autos,nbk,cat,-2,164,41,2,2,70.73,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,2,2,58.54,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,3,51.22,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,3,65.85,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,3,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,3,65.85,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,4,65.85,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,4,68.29,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,4,70.73,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,4,53.66,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,2,5,43.90,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,2,5,73.17,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,2,5,41.46,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,2,5,60.98,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,3,1,57.50,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,3,1,80.00,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,3,1,62.50,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,3,1,55.00,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,2,68.29,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,2,85.37,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,2,75.61,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,2,70.73,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,3,46.34,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,3,3,82.93,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,3,3,60.98,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,3,3,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,4,63.41,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,4,73.17,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,4,56.10,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,4,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,3,5,41.46,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,3,5,60.98,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,3,5,48.78,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,3,5,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,165,40,4,1,37.50,0.00,0.00,0.00 a2b/autos,j48,cat,-2,165,40,4,1,77.50,100.00,0.00,100.00 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a2b/autos,bayes,cat,-2,165,40,5,1,52.50,100.00,0.00,100.00 a2b/autos,j48,cat,-2,165,40,5,1,65.00,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,165,40,5,1,57.50,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,165,40,5,1,57.50,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,2,51.22,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,2,75.61,0.00,0.00,0.00 a2b/autos,nbk,cat,-2,164,41,5,2,60.98,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,2,56.10,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,3,58.54,100.00,0.00,100.00 a2b/autos,j48,cat,-2,164,41,5,3,80.49,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,5,3,63.41,100.00,0.00,100.00 a2b/autos,oneR,cat,-2,164,41,5,3,68.29,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,4,58.54,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,4,85.37,100.00,0.00,100.00 a2b/autos,nbk,cat,-2,164,41,5,4,63.41,0.00,0.00,0.00 a2b/autos,oneR,cat,-2,164,41,5,4,51.22,0.00,0.00,0.00 a2b/autos,bayes,cat,-2,164,41,5,5,60.98,0.00,0.00,0.00 a2b/autos,j48,cat,-2,164,41,5,5,82.93,0.00,0.00,0.00 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a2b/autos,nbk,fayyadIrani,-2,165,40,5,1,75.00,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,165,40,5,1,65.00,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,2,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,2,85.37,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,2,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,2,65.85,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,3,56.10,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,3,75.61,0.00,0.00,0.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,3,56.10,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,3,43.90,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,4,87.80,100.00,0.00,100.00 a2b/autos,nbk,fayyadIrani,-2,164,41,5,4,75.61,0.00,0.00,0.00 a2b/autos,oneR,fayyadIrani,-2,164,41,5,4,68.29,0.00,0.00,0.00 a2b/autos,bayes,fayyadIrani,-2,164,41,5,5,75.61,0.00,0.00,0.00 a2b/autos,j48,fayyadIrani,-2,164,41,5,5,75.61,0.00,0.00,0.00 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a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,3,70.18,62.64,58.90,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,3,61.40,62.64,61.90,52.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,4,64.91,57.58,55.88,60.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,4,66.67,57.58,56.16,58.16 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,4,64.91,57.58,55.88,60.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,4,56.14,57.58,58.90,57.00 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,1,5,75.44,58.76,56.10,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,1,5,78.95,58.76,56.52,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,1,5,75.44,58.76,56.10,55.34 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,1,5,66.67,58.76,58.89,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,1,71.93,58.76,56.41,56.44 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,1,68.42,58.76,58.43,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,1,71.93,58.76,56.41,56.44 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,1,61.40,58.76,59.26,54.29 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,2,71.93,59.38,56.58,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,2,68.42,59.38,58.33,53.77 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,2,71.93,59.38,56.58,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,2,61.40,59.38,60.23,51.82 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,3,82.46,55.88,52.94,55.88 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,3,84.21,55.88,54.17,52.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,2,3,82.46,55.88,52.94,55.88 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,2,3,73.68,55.88,54.32,56.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,2,4,75.44,59.38,54.93,59.38 a2b/breast-cancer,j48,cat,recurrence-events,229,57,2,4,75.44,59.38,56.98,53.77 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a2b/breast-cancer,nbk,cat,recurrence-events,229,57,3,5,68.42,55.88,54.67,58.16 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,3,5,71.93,55.88,55.68,53.77 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,1,66.67,59.38,57.14,58.76 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,1,66.67,59.38,58.54,54.29 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,1,66.67,59.38,57.14,58.76 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,1,64.91,59.38,58.44,55.88 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,2,78.95,59.38,55.13,57.00 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,2,71.93,59.38,57.32,54.81 a2b/breast-cancer,nbk,cat,recurrence-events,229,57,4,2,78.95,59.38,55.13,57.00 a2b/breast-cancer,oneR,cat,recurrence-events,229,57,4,2,66.67,59.38,59.57,50.44 a2b/breast-cancer,bayes,cat,recurrence-events,229,57,4,3,70.18,57.00,56.10,55.34 a2b/breast-cancer,j48,cat,recurrence-events,229,57,4,3,77.19,57.00,55.91,52.29 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a2b/breast-cancer,nbk,fayyadIrani,recurrence-events,229,57,5,3,82.46,54.81,52.81,54.81 a2b/breast-cancer,oneR,fayyadIrani,recurrence-events,229,57,5,3,78.95,54.81,52.94,55.88 a2b/breast-cancer,bayes,fayyadIrani,recurrence-events,229,57,5,4,71.93,58.76,55.56,58.76 a2b/breast-cancer,j48,fayyadIrani,recurrence-events,229,57,5,4,75.44,58.76,57.14,52.29 a2b/breast-cancer,nbk,fayyadIrani,recurrence-events,229,57,5,4,71.93,58.76,55.56,58.76 a2b/breast-cancer,oneR,fayyadIrani,recurrence-events,229,57,5,4,63.16,58.76,56.45,61.96 a2b/breast-cancer,bayes,fayyadIrani,recurrence-events,229,57,5,5,75.44,62.64,57.14,58.76 a2b/breast-cancer,j48,fayyadIrani,recurrence-events,229,57,5,5,70.18,62.64,59.76,53.77 a2b/breast-cancer,nbk,fayyadIrani,recurrence-events,229,57,5,5,75.44,62.64,57.14,58.76 a2b/breast-cancer,oneR,fayyadIrani,recurrence-events,229,57,5,5,61.40,62.64,62.07,51.35 /home/donaldb/var/weka/xval.29452 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision 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c2d/credit-a,nbk,fayyadIrani,-,551,138,3,4,88.41,88.00,11.11,90.41 c2d/credit-a,oneR,fayyadIrani,-,551,138,3,4,86.96,95.08,19.48,79.45 c2d/credit-a,bayes,fayyadIrani,-,551,138,3,5,83.33,81.48,14.04,89.19 c2d/credit-a,j48,fayyadIrani,-,551,138,3,5,84.78,83.54,13.56,89.19 c2d/credit-a,nbk,fayyadIrani,-,551,138,3,5,83.33,81.48,14.04,89.19 c2d/credit-a,oneR,fayyadIrani,-,551,138,3,5,83.33,89.23,21.92,78.38 c2d/credit-a,bayes,fayyadIrani,-,553,137,4,1,86.86,88.10,15.09,90.24 c2d/credit-a,j48,fayyadIrani,-,553,137,4,1,84.67,88.61,20.69,85.37 c2d/credit-a,nbk,fayyadIrani,-,553,137,4,1,86.86,88.10,15.09,90.24 c2d/credit-a,oneR,fayyadIrani,-,553,137,4,1,82.48,92.65,27.54,76.83 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,2,89.86,89.33,9.52,91.78 c2d/credit-a,j48,fayyadIrani,-,552,138,4,2,91.30,88.61,5.08,95.89 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,2,89.86,89.33,9.52,91.78 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,2,88.41,95.24,17.33,82.19 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,3,85.51,82.14,9.26,93.24 c2d/credit-a,j48,fayyadIrani,-,552,138,4,3,85.51,87.50,16.67,85.14 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,3,85.51,82.14,9.26,93.24 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,3,84.06,96.43,24.39,72.97 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,4,87.68,84.81,8.47,93.06 c2d/credit-a,j48,fayyadIrani,-,552,138,4,4,87.68,85.71,9.84,91.67 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,4,87.68,84.81,8.47,93.06 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,4,89.86,93.94,13.89,86.11 c2d/credit-a,bayes,fayyadIrani,-,552,138,4,5,84.78,84.88,15.38,90.12 c2d/credit-a,j48,fayyadIrani,-,552,138,4,5,86.23,86.05,13.46,91.36 c2d/credit-a,nbk,fayyadIrani,-,552,138,4,5,84.78,84.88,15.38,90.12 c2d/credit-a,oneR,fayyadIrani,-,552,138,4,5,82.61,88.00,23.81,81.48 c2d/credit-a,bayes,fayyadIrani,-,552,137,5,1,86.86,84.81,10.34,91.78 c2d/credit-a,j48,fayyadIrani,-,552,137,5,1,87.59,85.90,10.17,91.78 c2d/credit-a,nbk,fayyadIrani,-,552,137,5,1,86.86,84.81,10.34,91.78 c2d/credit-a,oneR,fayyadIrani,-,552,137,5,1,88.32,91.30,14.71,86.30 c2d/credit-a,bayes,fayyadIrani,-,551,138,5,2,84.78,82.22,10.42,93.67 c2d/credit-a,j48,fayyadIrani,-,551,138,5,2,83.33,81.82,14.00,91.14 c2d/credit-a,nbk,fayyadIrani,-,551,138,5,2,84.78,82.22,10.42,93.67 c2d/credit-a,oneR,fayyadIrani,-,551,138,5,2,86.23,92.86,20.59,82.28 c2d/credit-a,bayes,fayyadIrani,-,551,138,5,3,86.23,87.06,15.09,90.24 c2d/credit-a,j48,fayyadIrani,-,551,138,5,3,90.58,91.57,10.91,92.68 c2d/credit-a,nbk,fayyadIrani,-,551,138,5,3,86.23,87.06,15.09,90.24 c2d/credit-a,oneR,fayyadIrani,-,551,138,5,3,86.96,94.44,21.21,82.93 c2d/credit-a,bayes,fayyadIrani,-,551,138,5,4,82.61,83.54,18.64,85.71 c2d/credit-a,j48,fayyadIrani,-,551,138,5,4,85.51,87.01,16.39,87.01 c2d/credit-a,nbk,fayyadIrani,-,551,138,5,4,82.61,83.54,18.64,85.71 c2d/credit-a,oneR,fayyadIrani,-,551,138,5,4,81.88,93.33,26.92,72.73 c2d/credit-a,bayes,fayyadIrani,-,551,138,5,5,89.13,86.84,8.06,92.96 c2d/credit-a,j48,fayyadIrani,-,551,138,5,5,86.96,89.55,15.49,84.51 c2d/credit-a,nbk,fayyadIrani,-,551,138,5,5,89.13,86.84,8.06,92.96 c2d/credit-a,oneR,fayyadIrani,-,551,138,5,5,84.78,93.10,21.25,76.06 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision c2d/diabetes,bayes,cat,tested_positive,615,153,1,1,75.82,59.26,15.15,68.09 c2d/diabetes,j48,cat,tested_positive,615,153,1,1,70.59,51.52,14.94,72.34 c2d/diabetes,nbk,cat,tested_positive,615,153,1,1,77.78,63.83,16.04,63.83 c2d/diabetes,oneR,cat,tested_positive,615,153,1,1,67.97,47.73,23.85,44.68 c2d/diabetes,bayes,cat,tested_positive,614,154,1,2,65.58,55.17,28.12,54.24 c2d/diabetes,j48,cat,tested_positive,614,154,1,2,70.13,62.75,26.21,54.24 c2d/diabetes,nbk,cat,tested_positive,614,154,1,2,63.64,53.19,31.78,42.37 c2d/diabetes,oneR,cat,tested_positive,614,154,1,2,67.53,60.47,29.73,44.07 c2d/diabetes,bayes,cat,tested_positive,615,153,1,3,79.08,69.44,17.95,54.35 c2d/diabetes,j48,cat,tested_positive,615,153,1,3,71.90,53.19,19.81,54.35 c2d/diabetes,nbk,cat,tested_positive,615,153,1,3,80.39,75.00,18.18,52.17 c2d/diabetes,oneR,cat,tested_positive,615,153,1,3,71.90,55.17,24.19,34.78 c2d/diabetes,bayes,cat,tested_positive,614,154,1,4,77.27,75.56,22.02,58.62 c2d/diabetes,j48,cat,tested_positive,614,154,1,4,76.62,76.19,23.21,55.17 c2d/diabetes,nbk,cat,tested_positive,614,154,1,4,75.97,75.61,23.89,53.45 c2d/diabetes,oneR,cat,tested_positive,614,154,1,4,70.13,68.75,29.51,37.93 c2d/diabetes,bayes,cat,tested_positive,615,153,1,5,80.39,78.00,18.45,67.24 c2d/diabetes,j48,cat,tested_positive,615,153,1,5,77.12,67.69,15.91,75.86 c2d/diabetes,nbk,cat,tested_positive,615,153,1,5,76.47,76.19,23.42,55.17 c2d/diabetes,oneR,cat,tested_positive,615,153,1,5,79.08,86.11,23.08,53.45 c2d/diabetes,bayes,cat,tested_positive,615,153,2,1,72.55,76.09,28.97,53.03 c2d/diabetes,j48,cat,tested_positive,615,153,2,1,68.63,76.47,33.61,39.39 c2d/diabetes,nbk,cat,tested_positive,615,153,2,1,71.24,72.92,29.52,53.03 c2d/diabetes,oneR,cat,tested_positive,615,153,2,1,67.32,71.05,33.91,40.91 c2d/diabetes,bayes,cat,tested_positive,614,154,2,2,72.73,55.00,15.96,68.75 c2d/diabetes,j48,cat,tested_positive,614,154,2,2,74.68,58.82,17.48,62.50 c2d/diabetes,nbk,cat,tested_positive,614,154,2,2,75.97,61.22,17.14,62.50 c2d/diabetes,oneR,cat,tested_positive,614,154,2,2,69.48,51.11,22.94,47.92 c2d/diabetes,bayes,cat,tested_positive,615,153,2,3,79.08,78.57,20.72,58.93 c2d/diabetes,j48,cat,tested_positive,615,153,2,3,79.08,83.33,22.22,53.57 c2d/diabetes,nbk,cat,tested_positive,615,153,2,3,78.43,79.49,21.93,55.36 c2d/diabetes,oneR,cat,tested_positive,615,153,2,3,76.47,79.41,24.37,48.21 c2d/diabetes,bayes,cat,tested_positive,614,154,2,4,72.73,57.78,21.10,53.06 c2d/diabetes,j48,cat,tested_positive,614,154,2,4,72.73,59.46,23.08,44.90 c2d/diabetes,nbk,cat,tested_positive,614,154,2,4,72.73,59.46,23.08,44.90 c2d/diabetes,oneR,cat,tested_positive,614,154,2,4,71.43,56.76,23.93,42.86 c2d/diabetes,bayes,cat,tested_positive,615,153,2,5,81.05,71.74,14.95,67.35 c2d/diabetes,j48,cat,tested_positive,615,153,2,5,74.51,59.26,17.17,65.31 c2d/diabetes,nbk,cat,tested_positive,615,153,2,5,78.43,71.05,19.13,55.10 c2d/diabetes,oneR,cat,tested_positive,615,153,2,5,77.78,68.29,18.75,57.14 c2d/diabetes,bayes,cat,tested_positive,615,153,3,1,79.74,73.58,17.00,69.64 c2d/diabetes,j48,cat,tested_positive,615,153,3,1,73.20,61.54,18.18,71.43 c2d/diabetes,nbk,cat,tested_positive,615,153,3,1,81.05,77.55,17.31,67.86 c2d/diabetes,oneR,cat,tested_positive,615,153,3,1,68.63,58.70,27.10,48.21 c2d/diabetes,bayes,cat,tested_positive,614,154,3,2,77.92,67.39,17.59,62.00 c2d/diabetes,j48,cat,tested_positive,614,154,3,2,77.27,67.44,18.92,58.00 c2d/diabetes,nbk,cat,tested_positive,614,154,3,2,76.62,65.91,19.09,58.00 c2d/diabetes,oneR,cat,tested_positive,614,154,3,2,72.73,58.70,21.30,54.00 c2d/diabetes,bayes,cat,tested_positive,615,153,3,3,75.82,68.63,20.59,62.50 c2d/diabetes,j48,cat,tested_positive,615,153,3,3,71.24,65.00,26.55,46.43 c2d/diabetes,nbk,cat,tested_positive,615,153,3,3,73.20,67.44,24.55,51.79 c2d/diabetes,oneR,cat,tested_positive,615,153,3,3,71.90,64.44,25.00,51.79 c2d/diabetes,bayes,cat,tested_positive,614,154,3,4,74.03,66.67,23.48,49.06 c2d/diabetes,j48,cat,tested_positive,614,154,3,4,72.73,66.67,25.62,41.51 c2d/diabetes,nbk,cat,tested_positive,614,154,3,4,74.68,71.88,24.59,43.40 c2d/diabetes,oneR,cat,tested_positive,614,154,3,4,72.08,67.86,26.98,35.85 c2d/diabetes,bayes,cat,tested_positive,615,153,3,5,71.90,59.18,22.12,55.77 c2d/diabetes,j48,cat,tested_positive,615,153,3,5,73.20,62.22,22.22,53.85 c2d/diabetes,nbk,cat,tested_positive,615,153,3,5,75.82,66.67,20.37,57.69 c2d/diabetes,oneR,cat,tested_positive,615,153,3,5,71.24,59.52,24.32,48.08 c2d/diabetes,bayes,cat,tested_positive,615,153,4,1,71.90,53.33,20.37,52.17 c2d/diabetes,j48,cat,tested_positive,615,153,4,1,66.01,45.16,19.78,60.87 c2d/diabetes,nbk,cat,tested_positive,615,153,4,1,74.51,60.00,21.19,45.65 c2d/diabetes,oneR,cat,tested_positive,615,153,4,1,68.63,47.22,24.79,36.96 c2d/diabetes,bayes,cat,tested_positive,614,154,4,2,74.68,70.83,23.58,57.63 c2d/diabetes,j48,cat,tested_positive,614,154,4,2,77.27,76.09,22.22,59.32 c2d/diabetes,nbk,cat,tested_positive,614,154,4,2,75.32,75.61,24.78,52.54 c2d/diabetes,oneR,cat,tested_positive,614,154,4,2,75.32,76.92,25.22,50.85 c2d/diabetes,bayes,cat,tested_positive,615,153,4,3,76.47,74.55,22.45,65.08 c2d/diabetes,j48,cat,tested_positive,615,153,4,3,71.90,70.83,27.62,53.97 c2d/diabetes,nbk,cat,tested_positive,615,153,4,3,72.55,73.33,27.78,52.38 c2d/diabetes,oneR,cat,tested_positive,615,153,4,3,69.93,72.97,31.03,42.86 c2d/diabetes,bayes,cat,tested_positive,614,154,4,4,78.57,72.92,18.87,63.64 c2d/diabetes,j48,cat,tested_positive,614,154,4,4,78.57,72.00,18.27,65.45 c2d/diabetes,nbk,cat,tested_positive,614,154,4,4,77.27,75.00,21.93,54.55 c2d/diabetes,oneR,cat,tested_positive,614,154,4,4,75.32,77.42,25.20,43.64 c2d/diabetes,bayes,cat,tested_positive,615,153,4,5,74.51,55.77,15.84,64.44 c2d/diabetes,j48,cat,tested_positive,615,153,4,5,67.97,46.30,20.20,55.56 c2d/diabetes,nbk,cat,tested_positive,615,153,4,5,74.51,56.00,16.50,62.22 c2d/diabetes,oneR,cat,tested_positive,615,153,4,5,71.24,51.16,20.91,48.89 c2d/diabetes,bayes,cat,tested_positive,615,153,5,1,75.82,74.51,23.53,61.29 c2d/diabetes,j48,cat,tested_positive,615,153,5,1,75.16,81.58,26.96,50.00 c2d/diabetes,nbk,cat,tested_positive,615,153,5,1,71.90,70.21,27.36,53.23 c2d/diabetes,oneR,cat,tested_positive,615,153,5,1,71.24,75.00,29.91,43.55 c2d/diabetes,bayes,cat,tested_positive,614,154,5,2,69.48,55.36,22.45,58.49 c2d/diabetes,j48,cat,tested_positive,614,154,5,2,70.78,59.09,24.55,49.06 c2d/diabetes,nbk,cat,tested_positive,614,154,5,2,73.38,62.50,21.70,56.60 c2d/diabetes,oneR,cat,tested_positive,614,154,5,2,72.08,62.50,24.56,47.17 c2d/diabetes,bayes,cat,tested_positive,615,153,5,3,73.20,57.45,19.81,56.25 c2d/diabetes,j48,cat,tested_positive,615,153,5,3,75.82,60.78,16.67,64.58 c2d/diabetes,nbk,cat,tested_positive,615,153,5,3,75.16,60.87,18.69,58.33 c2d/diabetes,oneR,cat,tested_positive,615,153,5,3,73.20,58.54,21.43,50.00 c2d/diabetes,bayes,cat,tested_positive,614,154,5,4,76.62,69.57,20.37,59.26 c2d/diabetes,j48,cat,tested_positive,614,154,5,4,74.68,72.73,24.79,44.44 c2d/diabetes,nbk,cat,tested_positive,614,154,5,4,74.68,68.29,23.01,51.85 c2d/diabetes,oneR,cat,tested_positive,614,154,5,4,74.68,77.78,25.98,38.89 c2d/diabetes,bayes,cat,tested_positive,615,153,5,5,83.01,80.00,15.93,64.00 c2d/diabetes,j48,cat,tested_positive,615,153,5,5,75.16,63.04,19.63,58.00 c2d/diabetes,nbk,cat,tested_positive,615,153,5,5,81.70,82.35,18.49,56.00 c2d/diabetes,oneR,cat,tested_positive,615,153,5,5,71.24,57.89,24.35,44.00 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,1,76.47,62.50,15.46,70.00 c2d/diabetes,j48,disctree,tested_positive,615,153,1,1,77.12,68.29,19.64,56.00 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,1,76.47,62.50,15.46,70.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,1,79.74,75.68,18.97,56.00 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,2,77.27,66.04,16.83,67.31 c2d/diabetes,j48,disctree,tested_positive,614,154,1,2,72.08,69.57,27.48,30.77 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,2,77.27,66.04,16.83,67.31 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,2,72.08,69.57,27.48,30.77 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,3,75.82,70.37,21.21,64.41 c2d/diabetes,j48,disctree,tested_positive,615,153,1,3,73.86,69.39,24.04,57.63 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,3,75.82,70.37,21.21,64.41 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,3,73.86,69.39,24.04,57.63 c2d/diabetes,bayes,disctree,tested_positive,614,154,1,4,66.23,56.36,28.28,52.54 c2d/diabetes,j48,disctree,tested_positive,614,154,1,4,70.13,65.85,28.32,45.76 c2d/diabetes,nbk,disctree,tested_positive,614,154,1,4,66.23,56.36,28.28,52.54 c2d/diabetes,oneR,disctree,tested_positive,614,154,1,4,70.13,64.44,27.52,49.15 c2d/diabetes,bayes,disctree,tested_positive,615,153,1,5,72.55,55.10,19.23,57.45 c2d/diabetes,j48,disctree,tested_positive,615,153,1,5,69.28,50.00,23.42,44.68 c2d/diabetes,nbk,disctree,tested_positive,615,153,1,5,72.55,55.10,19.23,57.45 c2d/diabetes,oneR,disctree,tested_positive,615,153,1,5,68.63,48.78,24.11,42.55 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,1,74.51,70.45,23.85,54.39 c2d/diabetes,j48,disctree,tested_positive,615,153,2,1,71.90,73.33,28.46,38.60 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,1,74.51,70.45,23.85,54.39 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,1,71.90,73.33,28.46,38.60 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,2,72.08,56.45,17.39,68.63 c2d/diabetes,j48,disctree,tested_positive,614,154,2,2,70.78,57.14,24.11,47.06 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,2,72.08,56.45,17.39,68.63 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,2,72.08,60.00,23.68,47.06 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,3,77.78,64.71,15.69,67.35 c2d/diabetes,j48,disctree,tested_positive,615,153,2,3,74.51,62.50,21.24,51.02 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,3,77.78,64.71,15.69,67.35 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,3,74.51,62.50,21.24,51.02 c2d/diabetes,bayes,disctree,tested_positive,614,154,2,4,76.62,71.43,20.41,66.67 c2d/diabetes,j48,disctree,tested_positive,614,154,2,4,74.03,72.73,25.45,53.33 c2d/diabetes,nbk,disctree,tested_positive,614,154,2,4,76.62,71.43,20.41,66.67 c2d/diabetes,oneR,disctree,tested_positive,614,154,2,4,74.03,72.73,25.45,53.33 c2d/diabetes,bayes,disctree,tested_positive,615,153,2,5,71.24,56.36,20.41,60.78 c2d/diabetes,j48,disctree,tested_positive,615,153,2,5,77.78,75.76,21.67,49.02 c2d/diabetes,nbk,disctree,tested_positive,615,153,2,5,71.24,56.36,20.41,60.78 c2d/diabetes,oneR,disctree,tested_positive,615,153,2,5,77.78,75.76,21.67,49.02 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,1,77.78,73.33,20.37,60.00 c2d/diabetes,j48,disctree,tested_positive,615,153,3,1,74.51,75.00,25.62,43.64 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,1,77.78,73.33,20.37,60.00 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,1,74.51,75.00,25.62,43.64 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,2,75.97,70.59,21.36,62.07 c2d/diabetes,j48,disctree,tested_positive,614,154,3,2,72.73,75.00,27.87,41.38 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,2,75.97,70.59,21.36,62.07 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,2,73.38,72.97,26.50,46.55 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,3,71.24,60.71,22.68,60.71 c2d/diabetes,j48,disctree,tested_positive,615,153,3,3,71.90,72.41,28.23,37.50 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,3,71.24,60.71,22.68,60.71 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,3,71.90,72.41,28.23,37.50 c2d/diabetes,bayes,disctree,tested_positive,614,154,3,4,76.62,65.00,15.96,72.22 c2d/diabetes,j48,disctree,tested_positive,614,154,3,4,76.62,68.00,19.23,62.96 c2d/diabetes,nbk,disctree,tested_positive,614,154,3,4,76.62,65.00,15.96,72.22 c2d/diabetes,oneR,disctree,tested_positive,614,154,3,4,76.62,68.00,19.23,62.96 c2d/diabetes,bayes,disctree,tested_positive,615,153,3,5,71.90,51.61,14.29,71.11 c2d/diabetes,j48,disctree,tested_positive,615,153,3,5,69.93,48.84,21.82,46.67 c2d/diabetes,nbk,disctree,tested_positive,615,153,3,5,71.90,51.61,14.29,71.11 c2d/diabetes,oneR,disctree,tested_positive,615,153,3,5,72.55,53.85,21.05,46.67 c2d/diabetes,bayes,disctree,tested_positive,614,153,4,1,74.51,55.56,17.59,56.82 c2d/diabetes,j48,disctree,tested_positive,614,153,4,1,76.47,59.09,16.51,59.09 c2d/diabetes,nbk,disctree,tested_positive,614,153,4,1,74.51,55.56,17.59,56.82 c2d/diabetes,oneR,disctree,tested_positive,614,153,4,1,76.47,59.09,16.51,59.09 c2d/diabetes,bayes,disctree,tested_positive,613,154,4,2,74.03,64.29,20.41,64.29 c2d/diabetes,j48,disctree,tested_positive,613,154,4,2,71.43,68.75,27.87,39.29 c2d/diabetes,nbk,disctree,tested_positive,613,154,4,2,74.03,64.29,20.41,64.29 c2d/diabetes,oneR,disctree,tested_positive,613,154,4,2,71.43,68.75,27.87,39.29 c2d/diabetes,bayes,disctree,tested_positive,614,153,4,3,73.20,66.10,22.34,65.00 c2d/diabetes,j48,disctree,tested_positive,614,153,4,3,64.05,59.26,34.92,26.67 c2d/diabetes,nbk,disctree,tested_positive,614,153,4,3,73.20,66.10,22.34,65.00 c2d/diabetes,oneR,disctree,tested_positive,614,153,4,3,63.40,58.33,35.66,23.33 c2d/diabetes,bayes,disctree,tested_positive,613,154,4,4,69.48,51.72,19.79,61.22 c2d/diabetes,j48,disctree,tested_positive,613,154,4,4,74.03,64.52,23.58,40.82 c2d/diabetes,nbk,disctree,tested_positive,613,154,4,4,69.48,51.72,19.79,61.22 c2d/diabetes,oneR,disctree,tested_positive,613,154,4,4,74.03,64.52,23.58,40.82 c2d/diabetes,bayes,disctree,tested_positive,614,153,4,5,73.20,65.45,22.45,62.07 c2d/diabetes,j48,disctree,tested_positive,614,153,4,5,75.16,77.78,25.64,48.28 c2d/diabetes,nbk,disctree,tested_positive,614,153,4,5,73.20,65.45,22.45,62.07 c2d/diabetes,oneR,disctree,tested_positive,614,153,4,5,75.16,77.78,25.64,48.28 c2d/diabetes,bayes,disctree,tested_positive,614,153,5,1,75.82,66.00,19.42,62.26 c2d/diabetes,j48,disctree,tested_positive,614,153,5,1,71.90,66.67,26.83,37.74 c2d/diabetes,nbk,disctree,tested_positive,614,153,5,1,75.82,66.00,19.42,62.26 c2d/diabetes,oneR,disctree,tested_positive,614,153,5,1,71.90,66.67,26.83,37.74 c2d/diabetes,bayes,disctree,tested_positive,613,154,5,2,71.43,54.84,17.39,68.00 c2d/diabetes,j48,disctree,tested_positive,613,154,5,2,75.32,67.65,22.50,46.00 c2d/diabetes,nbk,disctree,tested_positive,613,154,5,2,71.43,54.84,17.39,68.00 c2d/diabetes,oneR,disctree,tested_positive,613,154,5,2,75.32,67.65,22.50,46.00 c2d/diabetes,bayes,disctree,tested_positive,614,153,5,3,76.47,68.33,18.28,70.69 c2d/diabetes,j48,disctree,tested_positive,614,153,5,3,72.55,75.00,28.10,41.38 c2d/diabetes,nbk,disctree,tested_positive,614,153,5,3,76.47,68.33,18.28,70.69 c2d/diabetes,oneR,disctree,tested_positive,614,153,5,3,71.90,74.19,28.69,39.66 c2d/diabetes,bayes,disctree,tested_positive,613,154,5,4,78.57,64.81,14.00,71.43 c2d/diabetes,j48,disctree,tested_positive,613,154,5,4,79.87,71.43,16.96,61.22 c2d/diabetes,nbk,disctree,tested_positive,613,154,5,4,78.57,64.81,14.00,71.43 c2d/diabetes,oneR,disctree,tested_positive,613,154,5,4,79.87,71.43,16.96,61.22 c2d/diabetes,bayes,disctree,tested_positive,614,153,5,5,76.47,71.43,21.15,61.40 c2d/diabetes,j48,disctree,tested_positive,614,153,5,5,70.59,65.79,27.83,43.86 c2d/diabetes,nbk,disctree,tested_positive,614,153,5,5,76.47,71.43,21.15,61.40 c2d/diabetes,oneR,disctree,tested_positive,614,153,5,5,71.24,66.67,27.19,45.61 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,1,72.55,63.16,21.88,63.16 c2d/diabetes,j48,tbin,tested_positive,615,153,1,1,75.82,71.74,22.43,57.89 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,1,72.55,63.16,21.88,63.16 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,1,71.24,72.41,29.03,36.84 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,2,71.43,63.89,26.27,42.59 c2d/diabetes,j48,tbin,tested_positive,614,154,1,2,73.38,63.83,22.43,55.56 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,2,71.43,63.89,26.27,42.59 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,2,72.08,67.74,26.83,38.89 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,3,76.47,67.86,18.56,67.86 c2d/diabetes,j48,tbin,tested_positive,615,153,1,3,76.47,73.81,22.52,55.36 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,3,76.47,67.86,18.56,67.86 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,3,73.20,65.31,23.08,57.14 c2d/diabetes,bayes,tbin,tested_positive,614,154,1,4,75.97,69.39,20.95,60.71 c2d/diabetes,j48,tbin,tested_positive,614,154,1,4,77.92,80.56,22.88,51.79 c2d/diabetes,nbk,tbin,tested_positive,614,154,1,4,75.97,69.39,20.95,60.71 c2d/diabetes,oneR,tbin,tested_positive,614,154,1,4,76.62,83.33,25.00,44.64 c2d/diabetes,bayes,tbin,tested_positive,615,153,1,5,75.82,60.53,19.13,51.11 c2d/diabetes,j48,tbin,tested_positive,615,153,1,5,74.51,59.38,21.49,42.22 c2d/diabetes,nbk,tbin,tested_positive,615,153,1,5,75.82,60.53,19.13,51.11 c2d/diabetes,oneR,tbin,tested_positive,615,153,1,5,74.51,62.50,23.26,33.33 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,1,75.16,71.43,23.08,59.32 c2d/diabetes,j48,tbin,tested_positive,615,153,2,1,66.67,60.53,31.30,38.98 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,1,75.16,71.43,23.08,59.32 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,1,66.01,62.07,33.06,30.51 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,2,80.52,78.26,18.52,64.29 c2d/diabetes,j48,tbin,tested_positive,614,154,2,2,80.52,82.50,20.18,58.93 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,2,80.52,78.26,18.52,64.29 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,2,76.62,83.33,25.00,44.64 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,3,69.93,58.62,23.16,60.71 c2d/diabetes,j48,tbin,tested_positive,615,153,2,3,77.78,68.97,16.84,71.43 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,3,69.93,58.62,23.16,60.71 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,3,71.90,72.41,28.23,37.50 c2d/diabetes,bayes,tbin,tested_positive,614,154,2,4,74.68,63.64,20.91,54.90 c2d/diabetes,j48,tbin,tested_positive,614,154,2,4,75.97,67.50,21.05,52.94 c2d/diabetes,nbk,tbin,tested_positive,614,154,2,4,74.68,63.64,20.91,54.90 c2d/diabetes,oneR,tbin,tested_positive,614,154,2,4,69.48,54.00,23.08,52.94 c2d/diabetes,bayes,tbin,tested_positive,615,153,2,5,76.47,59.26,14.14,69.57 c2d/diabetes,j48,tbin,tested_positive,615,153,2,5,76.47,60.87,16.82,60.87 c2d/diabetes,nbk,tbin,tested_positive,615,153,2,5,76.47,59.26,14.14,69.57 c2d/diabetes,oneR,tbin,tested_positive,615,153,2,5,73.20,54.55,16.33,65.22 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,1,75.82,68.09,20.75,59.26 c2d/diabetes,j48,tbin,tested_positive,615,153,3,1,78.43,69.81,17.00,68.52 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,1,75.82,68.09,20.75,59.26 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,1,77.78,79.41,22.69,50.00 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,2,77.27,69.81,18.81,66.07 c2d/diabetes,j48,tbin,tested_positive,614,154,3,2,77.92,73.91,20.37,60.71 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,2,77.27,69.81,18.81,66.07 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,2,74.68,77.42,26.02,42.86 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,3,75.16,69.77,22.73,54.55 c2d/diabetes,j48,tbin,tested_positive,615,153,3,3,72.55,68.57,26.27,43.64 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,3,75.16,69.77,22.73,54.55 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,3,70.59,61.36,25.69,49.09 c2d/diabetes,bayes,tbin,tested_positive,614,154,3,4,75.32,67.35,20.95,60.00 c2d/diabetes,j48,tbin,tested_positive,614,154,3,4,70.13,62.16,27.35,41.82 c2d/diabetes,nbk,tbin,tested_positive,614,154,3,4,75.32,67.35,20.95,60.00 c2d/diabetes,oneR,tbin,tested_positive,614,154,3,4,67.53,58.06,30.08,32.73 c2d/diabetes,bayes,tbin,tested_positive,615,153,3,5,73.20,56.60,18.00,62.50 c2d/diabetes,j48,tbin,tested_positive,615,153,3,5,75.82,64.86,20.69,50.00 c2d/diabetes,nbk,tbin,tested_positive,615,153,3,5,73.20,56.60,18.00,62.50 c2d/diabetes,oneR,tbin,tested_positive,615,153,3,5,75.82,70.37,23.02,39.58 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,1,77.78,67.44,18.18,59.18 c2d/diabetes,j48,tbin,tested_positive,615,153,4,1,72.55,58.14,21.82,51.02 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,1,77.78,67.44,18.18,59.18 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,1,73.86,68.00,25.00,34.69 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,2,81.82,72.09,14.41,65.96 c2d/diabetes,j48,tbin,tested_positive,614,154,4,2,77.27,66.67,19.49,51.06 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,2,81.82,72.09,14.41,65.96 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,2,75.97,69.23,22.66,38.30 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,3,69.93,75.51,32.69,52.11 c2d/diabetes,j48,tbin,tested_positive,615,153,4,3,67.32,72.34,34.91,47.89 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,3,69.93,75.51,32.69,52.11 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,3,67.32,78.38,36.21,40.85 c2d/diabetes,bayes,tbin,tested_positive,614,154,4,4,74.68,57.14,15.31,68.09 c2d/diabetes,j48,tbin,tested_positive,614,154,4,4,79.22,69.23,17.39,57.45 c2d/diabetes,nbk,tbin,tested_positive,614,154,4,4,74.68,57.14,15.31,68.09 c2d/diabetes,oneR,tbin,tested_positive,614,154,4,4,76.62,60.78,15.53,65.96 c2d/diabetes,bayes,tbin,tested_positive,615,153,4,5,74.51,64.15,20.00,62.96 c2d/diabetes,j48,tbin,tested_positive,615,153,4,5,75.82,74.29,23.73,48.15 c2d/diabetes,nbk,tbin,tested_positive,615,153,4,5,74.51,64.15,20.00,62.96 c2d/diabetes,oneR,tbin,tested_positive,615,153,4,5,73.20,76.00,27.34,35.19 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,1,74.51,64.91,19.79,66.07 c2d/diabetes,j48,tbin,tested_positive,615,153,5,1,72.55,63.46,22.77,58.93 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,1,74.51,64.91,19.79,66.07 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,1,66.67,54.10,25.00,58.93 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,2,77.27,68.18,19.09,58.82 c2d/diabetes,j48,tbin,tested_positive,614,154,5,2,76.62,66.67,19.27,58.82 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,2,77.27,68.18,19.09,58.82 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,2,73.38,58.62,17.71,66.67 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,3,80.39,68.18,14.68,65.22 c2d/diabetes,j48,tbin,tested_positive,615,153,5,3,79.08,79.17,20.93,41.30 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,3,80.39,68.18,14.68,65.22 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,3,80.39,86.36,20.61,41.30 c2d/diabetes,bayes,tbin,tested_positive,614,154,5,4,68.83,63.64,28.28,55.56 c2d/diabetes,j48,tbin,tested_positive,614,154,5,4,72.08,71.74,27.78,52.38 c2d/diabetes,nbk,tbin,tested_positive,614,154,5,4,68.83,63.64,28.28,55.56 c2d/diabetes,oneR,tbin,tested_positive,614,154,5,4,68.83,72.73,32.23,38.10 c2d/diabetes,bayes,tbin,tested_positive,615,153,5,5,75.16,65.91,21.10,55.77 c2d/diabetes,j48,tbin,tested_positive,615,153,5,5,77.12,72.97,21.55,51.92 c2d/diabetes,nbk,tbin,tested_positive,615,153,5,5,75.16,65.91,21.10,55.77 c2d/diabetes,oneR,tbin,tested_positive,615,153,5,5,72.55,69.23,26.77,34.62 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,1,1,78.43,72.09,19.09,59.62 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,1,1,77.78,70.45,19.27,59.62 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,1,1,78.43,72.09,19.09,59.62 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,1,1,79.08,91.67,23.26,42.31 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,1,2,79.22,70.83,16.98,65.38 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,1,2,80.52,73.91,16.67,65.38 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,1,2,79.22,70.83,16.98,65.38 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,1,2,74.03,80.00,26.87,30.77 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,1,3,79.08,64.00,13.59,69.57 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,1,3,77.78,65.00,17.70,56.52 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,1,3,79.08,64.00,13.59,69.57 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,1,3,77.12,73.91,22.31,36.96 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,154,1,4,75.97,69.70,19.32,73.02 c2d/diabetes,j48,fayyadIrani,tested_positive,613,154,1,4,76.62,70.77,19.10,73.02 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,154,1,4,75.97,69.70,19.32,73.02 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,154,1,4,68.83,75.86,32.80,34.92 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,153,1,5,77.78,68.42,16.67,70.91 c2d/diabetes,j48,fayyadIrani,tested_positive,614,153,1,5,79.74,75.00,18.10,65.45 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,153,1,5,77.78,68.42,16.67,70.91 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,153,1,5,74.51,80.77,26.77,38.18 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,153,2,1,76.47,62.07,14.74,72.00 c2d/diabetes,j48,fayyadIrani,tested_positive,613,153,2,1,78.43,66.04,15.00,70.00 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,153,2,1,76.47,62.07,14.74,72.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,153,2,1,71.24,60.71,26.40,34.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,612,154,2,2,81.17,79.25,17.82,70.00 c2d/diabetes,j48,fayyadIrani,tested_positive,612,154,2,2,79.87,82.22,21.10,61.67 c2d/diabetes,nbk,fayyadIrani,tested_positive,612,154,2,2,81.17,79.25,17.82,70.00 c2d/diabetes,oneR,fayyadIrani,tested_positive,612,154,2,2,73.38,95.24,30.08,33.33 c2d/diabetes,bayes,fayyadIrani,tested_positive,613,153,2,3,80.39,67.35,13.46,70.21 c2d/diabetes,j48,fayyadIrani,tested_positive,613,153,2,3,80.39,71.79,16.67,59.57 c2d/diabetes,nbk,fayyadIrani,tested_positive,613,153,2,3,80.39,67.35,13.46,70.21 c2d/diabetes,oneR,fayyadIrani,tested_positive,613,153,2,3,77.12,83.33,23.70,31.91 c2d/diabetes,bayes,fayyadIrani,tested_positive,612,154,2,4,73.38,63.04,22.22,54.72 c2d/diabetes,j48,fayyadIrani,tested_positive,612,154,2,4,74.68,65.22,21.30,56.60 c2d/diabetes,nbk,fayyadIrani,tested_positive,612,154,2,4,73.38,63.04,22.22,54.72 c2d/diabetes,oneR,fayyadIrani,tested_positive,612,154,2,4,72.73,76.19,27.82,30.19 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,152,2,5,77.63,69.64,17.71,69.64 c2d/diabetes,j48,fayyadIrani,tested_positive,614,152,2,5,78.95,73.08,18.00,67.86 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,152,2,5,77.63,69.64,17.71,69.64 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,152,2,5,79.61,87.88,22.69,51.79 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,1,82.35,67.80,8.51,83.33 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,1,81.70,68.52,11.11,77.08 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,1,82.35,67.80,8.51,83.33 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,1,76.47,70.00,21.95,43.75 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,2,74.68,72.55,24.27,59.68 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,2,72.08,68.63,26.21,56.45 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,2,74.68,72.55,24.27,59.68 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,2,72.08,88.00,31.01,35.48 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,3,79.74,67.44,15.45,63.04 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,3,79.74,69.23,16.67,58.70 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,3,79.74,67.44,15.45,63.04 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,3,78.43,84.21,22.39,34.78 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,3,4,76.62,69.39,20.00,61.82 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,3,4,75.32,68.89,22.02,56.36 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,3,4,76.62,69.39,20.00,61.82 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,3,4,73.38,81.82,28.03,32.73 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,3,5,73.86,62.90,18.68,69.64 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,3,5,75.82,67.92,20.00,64.29 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,3,5,73.86,62.90,18.68,69.64 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,3,5,73.86,80.77,27.56,37.50 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,1,81.05,69.57,14.02,68.09 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,1,81.05,71.43,15.32,63.83 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,1,81.05,69.57,14.02,68.09 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,1,78.43,79.17,21.71,40.43 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,2,73.38,62.50,20.41,63.64 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,2,74.03,65.96,22.43,56.36 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,2,73.38,62.50,20.41,63.64 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,2,72.73,93.33,29.50,25.45 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,3,81.05,77.05,16.30,75.81 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,3,81.70,79.31,16.84,74.19 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,3,81.05,77.05,16.30,75.81 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,3,75.16,87.50,28.10,45.16 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,4,4,79.87,69.77,16.22,62.50 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,4,4,75.97,62.22,18.35,58.33 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,4,4,79.87,69.77,16.22,62.50 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,4,4,75.97,76.19,24.06,33.33 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,4,5,75.16,66.07,19.59,66.07 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,4,5,73.20,65.31,23.08,57.14 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,4,5,75.16,66.07,19.59,66.07 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,4,5,71.24,70.00,28.46,37.50 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,1,75.16,63.46,18.81,63.46 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,1,75.82,65.31,19.23,61.54 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,1,75.16,63.46,18.81,63.46 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,1,72.55,69.23,26.77,34.62 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,2,72.08,66.00,25.00,55.93 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,2,77.27,76.09,22.22,59.32 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,2,72.08,66.00,25.00,55.93 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,2,70.78,85.00,31.34,28.81 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,3,83.66,67.27,7.14,84.09 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,3,77.12,58.49,13.00,70.45 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,3,83.66,67.27,7.14,84.09 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,3,75.82,55.93,11.70,75.00 c2d/diabetes,bayes,fayyadIrani,tested_positive,614,154,5,4,80.52,72.58,14.13,77.59 c2d/diabetes,j48,fayyadIrani,tested_positive,614,154,5,4,71.43,62.50,23.47,60.34 c2d/diabetes,nbk,fayyadIrani,tested_positive,614,154,5,4,80.52,72.58,14.13,77.59 c2d/diabetes,oneR,fayyadIrani,tested_positive,614,154,5,4,74.03,82.14,27.78,39.66 c2d/diabetes,bayes,fayyadIrani,tested_positive,615,153,5,5,78.43,73.91,19.63,61.82 c2d/diabetes,j48,fayyadIrani,tested_positive,615,153,5,5,76.47,72.09,21.82,56.36 c2d/diabetes,nbk,fayyadIrani,tested_positive,615,153,5,5,78.43,73.91,19.63,61.82 c2d/diabetes,oneR,fayyadIrani,tested_positive,615,153,5,5,73.86,82.61,27.69,34.55 /home/donaldb/var/weka/xval.7361 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-c,bayes,cat,>50_1,243,60,1,1,93.33,92.00,5.71,92.00 e2i/heart-c,j48,cat,>50_1,243,60,1,1,73.33,66.67,21.21,72.00 e2i/heart-c,nbk,cat,>50_1,243,60,1,1,93.33,92.00,5.71,92.00 e2i/heart-c,oneR,cat,>50_1,243,60,1,1,75.00,67.86,18.75,76.00 e2i/heart-c,bayes,cat,>50_1,242,61,1,2,78.69,79.17,21.62,70.37 e2i/heart-c,j48,cat,>50_1,242,61,1,2,77.05,76.00,22.22,70.37 e2i/heart-c,nbk,cat,>50_1,242,61,1,2,81.97,80.77,17.14,77.78 e2i/heart-c,oneR,cat,>50_1,242,61,1,2,70.49,69.57,28.95,59.26 e2i/heart-c,bayes,cat,>50_1,243,60,1,3,78.33,77.14,20.00,84.38 e2i/heart-c,j48,cat,>50_1,243,60,1,3,73.33,76.67,30.00,71.88 e2i/heart-c,nbk,cat,>50_1,243,60,1,3,83.33,82.35,15.38,87.50 e2i/heart-c,oneR,cat,>50_1,243,60,1,3,75.00,75.76,25.93,78.12 e2i/heart-c,bayes,cat,>50_1,242,61,1,4,78.69,74.07,17.65,76.92 e2i/heart-c,j48,cat,>50_1,242,61,1,4,72.13,69.57,26.32,61.54 e2i/heart-c,nbk,cat,>50_1,242,61,1,4,75.41,70.37,20.59,73.08 e2i/heart-c,oneR,cat,>50_1,242,61,1,4,68.85,65.22,28.95,57.69 e2i/heart-c,bayes,cat,>50_1,243,60,1,5,88.33,95.65,16.22,78.57 e2i/heart-c,j48,cat,>50_1,243,60,1,5,80.00,83.33,22.22,71.43 e2i/heart-c,nbk,cat,>50_1,243,60,1,5,88.33,100.00,17.95,75.00 e2i/heart-c,oneR,cat,>50_1,243,60,1,5,71.67,68.97,25.81,71.43 e2i/heart-c,bayes,cat,>50_1,243,60,2,1,80.00,72.00,14.29,78.26 e2i/heart-c,j48,cat,>50_1,243,60,2,1,75.00,66.67,19.44,69.57 e2i/heart-c,nbk,cat,>50_1,243,60,2,1,86.67,80.00,8.57,86.96 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e2i/heart-c,j48,fayyadIrani,>50_1,242,61,3,4,78.69,86.36,25.64,65.52 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,3,4,80.33,84.00,22.22,72.41 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,3,4,68.85,65.62,27.59,72.41 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,3,5,81.67,72.41,9.68,87.50 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,3,5,81.67,72.41,9.68,87.50 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,3,5,81.67,72.41,9.68,87.50 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,3,5,73.33,65.38,20.59,70.83 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,1,83.33,84.00,17.14,77.78 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,1,75.00,71.43,21.88,74.07 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,1,83.33,84.00,17.14,77.78 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,1,68.33,65.38,29.41,62.96 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,2,83.61,88.89,20.59,77.42 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,2,73.77,74.19,26.67,74.19 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,2,83.61,88.89,20.59,77.42 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,2,70.49,72.41,31.25,67.74 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,3,81.67,85.71,20.51,69.23 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,3,80.00,85.00,22.50,65.38 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,3,81.67,85.71,20.51,69.23 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,3,75.00,70.37,21.21,73.08 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,4,4,81.97,85.19,20.59,76.67 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,4,4,83.61,95.45,23.08,70.00 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,4,4,81.97,85.19,20.59,76.67 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,4,4,72.13,78.26,31.58,60.00 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,4,5,90.00,80.00,0.00,100.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,4,5,73.33,61.11,8.33,91.67 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,4,5,90.00,80.00,0.00,100.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,4,5,80.00,73.08,14.71,79.17 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,1,83.33,85.71,18.75,80.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,1,75.00,82.61,29.73,63.33 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,1,83.33,85.71,18.75,80.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,1,75.00,71.43,20.00,83.33 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,2,81.97,70.00,6.45,91.30 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,2,78.69,65.62,6.90,91.30 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,2,81.97,70.00,6.45,91.30 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,2,65.57,52.94,18.52,78.26 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,3,95.00,96.97,7.41,94.12 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,3,80.00,82.35,23.08,82.35 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,3,95.00,96.97,7.41,94.12 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,3,71.67,84.00,37.14,61.76 e2i/heart-c,bayes,fayyadIrani,>50_1,242,61,5,4,70.49,70.00,29.27,53.85 e2i/heart-c,j48,fayyadIrani,>50_1,242,61,5,4,73.77,81.25,28.89,50.00 e2i/heart-c,nbk,fayyadIrani,>50_1,242,61,5,4,70.49,70.00,29.27,53.85 e2i/heart-c,oneR,fayyadIrani,>50_1,242,61,5,4,67.21,63.64,30.77,53.85 e2i/heart-c,bayes,fayyadIrani,>50_1,243,60,5,5,83.33,85.71,15.79,75.00 e2i/heart-c,j48,fayyadIrani,>50_1,243,60,5,5,71.67,62.96,21.21,70.83 e2i/heart-c,nbk,fayyadIrani,>50_1,243,60,5,5,83.33,85.71,15.79,75.00 e2i/heart-c,oneR,fayyadIrani,>50_1,243,60,5,5,63.33,53.85,29.41,58.33 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/heart-h,bayes,cat,>50_1,236,58,1,1,87.93,82.61,8.57,86.36 e2i/heart-h,j48,cat,>50_1,236,58,1,1,82.76,80.00,15.79,72.73 e2i/heart-h,nbk,cat,>50_1,236,58,1,1,87.93,85.71,10.81,81.82 e2i/heart-h,oneR,cat,>50_1,236,58,1,1,81.03,76.19,16.22,72.73 e2i/heart-h,bayes,cat,>50_1,235,59,1,2,89.83,86.36,8.11,86.36 e2i/heart-h,j48,cat,>50_1,235,59,1,2,84.75,84.21,15.00,72.73 e2i/heart-h,nbk,cat,>50_1,235,59,1,2,86.44,85.00,12.82,77.27 e2i/heart-h,oneR,cat,>50_1,235,59,1,2,83.05,80.00,15.38,72.73 e2i/heart-h,bayes,cat,>50_1,235,59,1,3,79.66,72.00,14.71,78.26 e2i/heart-h,j48,cat,>50_1,235,59,1,3,72.88,66.67,23.68,60.87 e2i/heart-h,nbk,cat,>50_1,235,59,1,3,86.44,85.71,13.16,78.26 e2i/heart-h,oneR,cat,>50_1,235,59,1,3,81.36,87.50,20.93,60.87 e2i/heart-h,bayes,cat,>50_1,235,59,1,4,84.75,86.36,16.22,76.00 e2i/heart-h,j48,cat,>50_1,235,59,1,4,81.36,81.82,18.92,72.00 e2i/heart-h,nbk,cat,>50_1,235,59,1,4,83.05,89.47,20.00,68.00 e2i/heart-h,oneR,cat,>50_1,235,59,1,4,77.97,83.33,24.39,60.00 e2i/heart-h,bayes,cat,>50_1,236,58,1,5,79.31,57.14,13.64,57.14 e2i/heart-h,j48,cat,>50_1,236,58,1,5,74.14,47.06,14.63,57.14 e2i/heart-h,nbk,cat,>50_1,236,58,1,5,81.03,61.54,13.33,57.14 e2i/heart-h,oneR,cat,>50_1,236,58,1,5,77.59,54.55,17.02,42.86 e2i/heart-h,bayes,cat,>50_1,236,58,2,1,82.76,87.50,18.00,43.75 e2i/heart-h,j48,cat,>50_1,236,58,2,1,79.31,83.33,21.15,31.25 e2i/heart-h,nbk,cat,>50_1,236,58,2,1,81.03,100.00,20.75,31.25 e2i/heart-h,oneR,cat,>50_1,236,58,2,1,81.03,85.71,19.61,37.50 e2i/heart-h,bayes,cat,>50_1,235,59,2,2,83.05,78.57,12.90,84.62 e2i/heart-h,j48,cat,>50_1,235,59,2,2,74.58,76.19,26.32,61.54 e2i/heart-h,nbk,cat,>50_1,235,59,2,2,86.44,84.62,12.12,84.62 e2i/heart-h,oneR,cat,>50_1,235,59,2,2,79.66,76.92,18.18,76.92 e2i/heart-h,bayes,cat,>50_1,235,59,2,3,88.14,85.71,10.53,81.82 e2i/heart-h,j48,cat,>50_1,235,59,2,3,81.36,86.67,20.45,59.09 e2i/heart-h,nbk,cat,>50_1,235,59,2,3,86.44,88.89,14.63,72.73 e2i/heart-h,oneR,cat,>50_1,235,59,2,3,86.44,85.00,12.82,77.27 e2i/heart-h,bayes,cat,>50_1,235,59,2,4,86.44,73.91,5.56,89.47 e2i/heart-h,j48,cat,>50_1,235,59,2,4,81.36,72.22,14.63,68.42 e2i/heart-h,nbk,cat,>50_1,235,59,2,4,89.83,80.95,5.26,89.47 e2i/heart-h,oneR,cat,>50_1,235,59,2,4,81.36,72.22,14.63,68.42 e2i/heart-h,bayes,cat,>50_1,236,58,2,5,82.76,78.26,14.29,78.26 e2i/heart-h,j48,cat,>50_1,236,58,2,5,81.03,80.00,18.42,69.57 e2i/heart-h,nbk,cat,>50_1,236,58,2,5,81.03,77.27,16.67,73.91 e2i/heart-h,oneR,cat,>50_1,236,58,2,5,75.86,73.68,23.08,60.87 e2i/heart-h,bayes,cat,>50_1,236,58,3,1,93.10,92.31,6.25,92.31 e2i/heart-h,j48,cat,>50_1,236,58,3,1,81.03,85.71,21.62,69.23 e2i/heart-h,nbk,cat,>50_1,236,58,3,1,89.66,91.67,11.76,84.62 e2i/heart-h,oneR,cat,>50_1,236,58,3,1,79.31,85.00,23.68,65.38 e2i/heart-h,bayes,cat,>50_1,235,59,3,2,81.36,68.18,10.81,78.95 e2i/heart-h,j48,cat,>50_1,235,59,3,2,79.66,65.22,11.11,78.95 e2i/heart-h,nbk,cat,>50_1,235,59,3,2,83.05,73.68,12.50,73.68 e2i/heart-h,oneR,cat,>50_1,235,59,3,2,79.66,66.67,13.16,73.68 e2i/heart-h,bayes,cat,>50_1,235,59,3,3,69.49,61.90,26.32,56.52 e2i/heart-h,j48,cat,>50_1,235,59,3,3,76.27,76.47,23.81,56.52 e2i/heart-h,nbk,cat,>50_1,235,59,3,3,77.97,81.25,23.26,56.52 e2i/heart-h,oneR,cat,>50_1,235,59,3,3,79.66,82.35,21.43,60.87 e2i/heart-h,bayes,cat,>50_1,235,59,3,4,88.14,87.50,11.43,84.00 e2i/heart-h,j48,cat,>50_1,235,59,3,4,77.97,80.00,23.08,64.00 e2i/heart-h,nbk,cat,>50_1,235,59,3,4,86.44,86.96,13.89,80.00 e2i/heart-h,oneR,cat,>50_1,235,59,3,4,77.97,80.00,23.08,64.00 e2i/heart-h,bayes,cat,>50_1,236,58,3,5,89.66,88.89,10.20,61.54 e2i/heart-h,j48,cat,>50_1,236,58,3,5,82.76,63.64,12.77,53.85 e2i/heart-h,nbk,cat,>50_1,236,58,3,5,87.93,87.50,12.00,53.85 e2i/heart-h,oneR,cat,>50_1,236,58,3,5,82.76,63.64,12.77,53.85 e2i/heart-h,bayes,cat,>50_1,236,58,4,1,87.93,77.78,7.50,82.35 e2i/heart-h,j48,cat,>50_1,236,58,4,1,84.48,72.22,10.00,76.47 e2i/heart-h,nbk,cat,>50_1,236,58,4,1,91.38,92.86,9.09,76.47 e2i/heart-h,oneR,cat,>50_1,236,58,4,1,87.93,91.67,13.04,64.71 e2i/heart-h,bayes,cat,>50_1,235,59,4,2,81.36,71.43,13.16,75.00 e2i/heart-h,j48,cat,>50_1,235,59,4,2,76.27,68.75,20.93,55.00 e2i/heart-h,nbk,cat,>50_1,235,59,4,2,81.36,73.68,15.00,70.00 e2i/heart-h,oneR,cat,>50_1,235,59,4,2,76.27,66.67,19.51,60.00 e2i/heart-h,bayes,cat,>50_1,235,59,4,3,86.44,88.89,14.63,72.73 e2i/heart-h,j48,cat,>50_1,235,59,4,3,84.75,84.21,15.00,72.73 e2i/heart-h,nbk,cat,>50_1,235,59,4,3,84.75,88.24,16.67,68.18 e2i/heart-h,oneR,cat,>50_1,235,59,4,3,84.75,84.21,15.00,72.73 e2i/heart-h,bayes,cat,>50_1,235,59,4,4,84.75,73.68,10.00,77.78 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e2i/heart-h,nbk,fayyadIrani,>50_1,236,58,5,5,82.76,88.89,20.00,66.67 e2i/heart-h,oneR,fayyadIrani,>50_1,236,58,5,5,81.03,84.21,20.51,66.67 /home/donaldb/var/weka/xval.17714 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/ionosphere,bayes,cat,g,281,70,1,1,87.14,100.00,26.47,80.00 e2i/ionosphere,j48,cat,g,281,70,1,1,94.29,95.56,8.00,95.56 e2i/ionosphere,nbk,cat,g,281,70,1,1,94.29,100.00,13.79,91.11 e2i/ionosphere,oneR,cat,g,281,70,1,1,80.00,87.80,31.03,80.00 e2i/ionosphere,bayes,cat,g,281,70,1,2,81.43,90.00,30.00,80.00 e2i/ionosphere,j48,cat,g,281,70,1,2,90.00,89.58,9.09,95.56 e2i/ionosphere,nbk,cat,g,281,70,1,2,90.00,91.30,12.50,93.33 e2i/ionosphere,oneR,cat,g,281,70,1,2,82.86,82.35,15.79,93.33 e2i/ionosphere,bayes,cat,g,281,70,1,3,80.00,91.43,31.43,74.42 e2i/ionosphere,j48,cat,g,281,70,1,3,88.57,90.70,14.81,90.70 e2i/ionosphere,nbk,cat,g,281,70,1,3,94.29,95.35,7.41,95.35 e2i/ionosphere,oneR,cat,g,281,70,1,3,82.86,81.63,14.29,93.02 e2i/ionosphere,bayes,cat,g,281,70,1,4,81.43,86.36,26.92,84.44 e2i/ionosphere,j48,cat,g,281,70,1,4,88.57,86.27,5.26,97.78 e2i/ionosphere,nbk,cat,g,281,70,1,4,92.86,91.67,4.55,97.78 e2i/ionosphere,oneR,cat,g,281,70,1,4,77.14,78.43,26.32,88.89 e2i/ionosphere,bayes,cat,g,281,70,1,5,84.29,90.70,25.93,84.78 e2i/ionosphere,j48,cat,g,281,70,1,5,90.00,89.80,9.52,95.65 e2i/ionosphere,nbk,cat,g,281,70,1,5,87.14,93.02,22.22,86.96 e2i/ionosphere,oneR,cat,g,281,70,1,5,87.14,89.36,17.39,91.30 e2i/ionosphere,bayes,cat,g,281,70,2,1,85.71,87.80,17.24,87.80 e2i/ionosphere,j48,cat,g,281,70,2,1,90.00,88.64,7.69,95.12 e2i/ionosphere,nbk,cat,g,281,70,2,1,95.71,93.18,0.00,100.00 e2i/ionosphere,oneR,cat,g,281,70,2,1,77.14,79.07,25.93,82.93 e2i/ionosphere,bayes,cat,g,281,70,2,2,82.86,94.29,28.57,76.74 e2i/ionosphere,j48,cat,g,281,70,2,2,91.43,89.36,4.35,97.67 e2i/ionosphere,nbk,cat,g,281,70,2,2,95.71,95.45,3.85,97.67 e2i/ionosphere,oneR,cat,g,281,70,2,2,85.71,83.67,9.52,95.35 e2i/ionosphere,bayes,cat,g,281,70,2,3,88.57,95.00,20.00,86.36 e2i/ionosphere,j48,cat,g,281,70,2,3,94.29,93.48,4.17,97.73 e2i/ionosphere,nbk,cat,g,281,70,2,3,94.29,95.45,7.69,95.45 e2i/ionosphere,oneR,cat,g,281,70,2,3,80.00,82.61,25.00,86.36 e2i/ionosphere,bayes,cat,g,281,70,2,4,75.71,94.87,48.39,71.15 e2i/ionosphere,j48,cat,g,281,70,2,4,90.00,95.92,23.81,90.38 e2i/ionosphere,nbk,cat,g,281,70,2,4,87.14,95.74,30.43,86.54 e2i/ionosphere,oneR,cat,g,281,70,2,4,90.00,95.92,23.81,90.38 e2i/ionosphere,bayes,cat,g,281,70,2,5,80.00,86.05,29.63,82.22 e2i/ionosphere,j48,cat,g,281,70,2,5,87.14,86.00,10.00,95.56 e2i/ionosphere,nbk,cat,g,281,70,2,5,87.14,90.91,19.23,88.89 e2i/ionosphere,oneR,cat,g,281,70,2,5,78.57,80.00,25.00,88.89 e2i/ionosphere,bayes,cat,g,281,70,3,1,82.86,92.50,30.00,80.43 e2i/ionosphere,j48,cat,g,281,70,3,1,94.29,92.00,0.00,100.00 e2i/ionosphere,nbk,cat,g,281,70,3,1,90.00,95.35,18.52,89.13 e2i/ionosphere,oneR,cat,g,281,70,3,1,80.00,84.78,29.17,84.78 e2i/ionosphere,bayes,cat,g,281,70,3,2,87.14,92.45,29.41,90.74 e2i/ionosphere,j48,cat,g,281,70,3,2,90.00,96.08,26.32,90.74 e2i/ionosphere,nbk,cat,g,281,70,3,2,94.29,94.64,7.14,98.15 e2i/ionosphere,oneR,cat,g,281,70,3,2,81.43,85.96,38.46,90.74 e2i/ionosphere,bayes,cat,g,281,70,3,3,81.43,91.89,30.30,77.27 e2i/ionosphere,j48,cat,g,281,70,3,3,81.43,84.44,24.00,86.36 e2i/ionosphere,nbk,cat,g,281,70,3,3,94.29,95.45,7.69,95.45 e2i/ionosphere,oneR,cat,g,281,70,3,3,85.71,88.64,19.23,88.64 e2i/ionosphere,bayes,cat,g,281,70,3,4,84.29,96.97,27.03,76.19 e2i/ionosphere,j48,cat,g,281,70,3,4,94.29,95.24,7.14,95.24 e2i/ionosphere,nbk,cat,g,281,70,3,4,92.86,97.44,12.90,90.48 e2i/ionosphere,oneR,cat,g,281,70,3,4,81.43,78.43,10.53,95.24 e2i/ionosphere,bayes,cat,g,281,70,3,5,80.00,83.78,24.24,79.49 e2i/ionosphere,j48,cat,g,281,70,3,5,87.14,82.61,4.17,97.44 e2i/ionosphere,nbk,cat,g,281,70,3,5,88.57,87.80,10.34,92.31 e2i/ionosphere,oneR,cat,g,281,70,3,5,85.71,80.85,4.35,97.44 e2i/ionosphere,bayes,cat,g,281,70,4,1,84.29,88.10,21.43,86.05 e2i/ionosphere,j48,cat,g,281,70,4,1,84.29,84.78,16.67,90.70 e2i/ionosphere,nbk,cat,g,281,70,4,1,91.43,93.02,11.11,93.02 e2i/ionosphere,oneR,cat,g,281,70,4,1,80.00,79.59,19.05,90.70 e2i/ionosphere,bayes,cat,g,281,70,4,2,85.71,91.89,21.21,82.93 e2i/ionosphere,j48,cat,g,281,70,4,2,81.43,79.17,13.64,92.68 e2i/ionosphere,nbk,cat,g,281,70,4,2,91.43,92.68,10.34,92.68 e2i/ionosphere,oneR,cat,g,281,70,4,2,77.14,76.60,21.74,87.80 e2i/ionosphere,bayes,cat,g,281,70,4,3,82.86,91.11,32.00,83.67 e2i/ionosphere,j48,cat,g,281,70,4,3,85.71,86.79,17.65,93.88 e2i/ionosphere,nbk,cat,g,281,70,4,3,91.43,93.88,14.29,93.88 e2i/ionosphere,oneR,cat,g,281,70,4,3,84.29,86.54,22.22,91.84 e2i/ionosphere,bayes,cat,g,281,70,4,4,82.86,97.44,35.48,77.55 e2i/ionosphere,j48,cat,g,281,70,4,4,94.29,100.00,16.00,91.84 e2i/ionosphere,nbk,cat,g,281,70,4,4,95.71,97.92,9.09,95.92 e2i/ionosphere,oneR,cat,g,281,70,4,4,90.00,97.73,23.08,87.76 e2i/ionosphere,bayes,cat,g,281,70,4,5,78.57,88.89,32.35,74.42 e2i/ionosphere,j48,cat,g,281,70,4,5,87.14,86.96,12.50,93.02 e2i/ionosphere,nbk,cat,g,281,70,4,5,91.43,93.02,11.11,93.02 e2i/ionosphere,oneR,cat,g,281,70,4,5,81.43,82.61,20.83,88.37 e2i/ionosphere,bayes,cat,g,281,70,5,1,88.57,97.62,25.00,85.42 e2i/ionosphere,j48,cat,g,281,70,5,1,92.86,95.74,13.04,93.75 e2i/ionosphere,nbk,cat,g,281,70,5,1,94.29,97.83,12.50,93.75 e2i/ionosphere,oneR,cat,g,281,70,5,1,87.14,88.24,15.79,93.75 e2i/ionosphere,bayes,cat,g,281,70,5,2,74.29,86.84,40.62,71.74 e2i/ionosphere,j48,cat,g,281,70,5,2,87.14,86.27,10.53,95.65 e2i/ionosphere,nbk,cat,g,281,70,5,2,94.29,93.75,4.55,97.83 e2i/ionosphere,oneR,cat,g,281,70,5,2,84.29,84.31,15.79,93.48 e2i/ionosphere,bayes,cat,g,281,70,5,3,82.86,91.18,25.00,77.50 e2i/ionosphere,j48,cat,g,281,70,5,3,90.00,88.37,7.41,95.00 e2i/ionosphere,nbk,cat,g,281,70,5,3,90.00,92.31,12.90,90.00 e2i/ionosphere,oneR,cat,g,281,70,5,3,84.29,85.37,17.24,87.50 e2i/ionosphere,bayes,cat,g,281,70,5,4,82.86,85.71,21.43,85.71 e2i/ionosphere,j48,cat,g,281,70,5,4,82.86,80.00,10.00,95.24 e2i/ionosphere,nbk,cat,g,281,70,5,4,92.86,89.36,0.00,100.00 e2i/ionosphere,oneR,cat,g,281,70,5,4,78.57,76.47,15.79,92.86 e2i/ionosphere,bayes,cat,g,281,70,5,5,85.71,95.35,29.63,83.67 e2i/ionosphere,j48,cat,g,281,70,5,5,92.86,92.31,5.56,97.96 e2i/ionosphere,nbk,cat,g,281,70,5,5,88.57,95.56,24.00,87.76 e2i/ionosphere,oneR,cat,g,281,70,5,5,74.29,89.74,45.16,71.43 e2i/ionosphere,bayes,disctree,g,281,70,1,1,91.43,97.83,20.83,90.00 e2i/ionosphere,j48,disctree,g,281,70,1,1,94.29,96.00,10.00,96.00 e2i/ionosphere,nbk,disctree,g,281,70,1,1,91.43,97.83,20.83,90.00 e2i/ionosphere,oneR,disctree,g,281,70,1,1,88.57,93.75,22.73,90.00 e2i/ionosphere,bayes,disctree,g,281,70,1,2,90.00,85.71,3.57,97.30 e2i/ionosphere,j48,disctree,g,281,70,1,2,87.14,83.33,7.14,94.59 e2i/ionosphere,nbk,disctree,g,281,70,1,2,90.00,85.71,3.57,97.30 e2i/ionosphere,oneR,disctree,g,281,70,1,2,81.43,78.57,14.29,89.19 e2i/ionosphere,bayes,disctree,g,281,70,1,3,90.00,88.64,7.69,95.12 e2i/ionosphere,j48,disctree,g,281,70,1,3,90.00,85.42,0.00,100.00 e2i/ionosphere,nbk,disctree,g,281,70,1,3,90.00,88.64,7.69,95.12 e2i/ionosphere,oneR,disctree,g,281,70,1,3,84.29,82.61,12.50,92.68 e2i/ionosphere,bayes,disctree,g,281,70,1,4,90.00,92.31,16.67,94.12 e2i/ionosphere,j48,disctree,g,281,70,1,4,91.43,92.45,11.76,96.08 e2i/ionosphere,nbk,disctree,g,281,70,1,4,90.00,92.31,16.67,94.12 e2i/ionosphere,oneR,disctree,g,281,70,1,4,87.14,87.50,14.29,96.08 e2i/ionosphere,bayes,disctree,g,281,70,1,5,84.29,82.69,11.11,95.56 e2i/ionosphere,j48,disctree,g,281,70,1,5,85.71,87.23,17.39,91.11 e2i/ionosphere,nbk,disctree,g,281,70,1,5,84.29,82.69,11.11,95.56 e2i/ionosphere,oneR,disctree,g,281,70,1,5,84.29,86.96,20.83,88.89 e2i/ionosphere,bayes,disctree,g,281,70,2,1,94.29,93.62,4.35,97.78 e2i/ionosphere,j48,disctree,g,281,70,2,1,94.29,93.62,4.35,97.78 e2i/ionosphere,nbk,disctree,g,281,70,2,1,94.29,93.62,4.35,97.78 e2i/ionosphere,oneR,disctree,g,281,70,2,1,90.00,91.30,12.50,93.33 e2i/ionosphere,bayes,disctree,g,281,70,2,2,87.14,95.56,28.00,86.00 e2i/ionosphere,j48,disctree,g,281,70,2,2,88.57,95.65,25.00,88.00 e2i/ionosphere,nbk,disctree,g,281,70,2,2,87.14,95.56,28.00,86.00 e2i/ionosphere,oneR,disctree,g,281,70,2,2,87.14,95.56,28.00,86.00 e2i/ionosphere,bayes,disctree,g,281,70,2,3,94.29,94.12,5.26,97.96 e2i/ionosphere,j48,disctree,g,281,70,2,3,94.29,95.92,9.52,95.92 e2i/ionosphere,nbk,disctree,g,281,70,2,3,94.29,94.12,5.26,97.96 e2i/ionosphere,oneR,disctree,g,281,70,2,3,85.71,91.49,26.09,87.76 e2i/ionosphere,bayes,disctree,g,281,70,2,4,87.14,84.00,5.00,97.67 e2i/ionosphere,j48,disctree,g,281,70,2,4,90.00,87.50,4.55,97.67 e2i/ionosphere,nbk,disctree,g,281,70,2,4,87.14,84.00,5.00,97.67 e2i/ionosphere,oneR,disctree,g,281,70,2,4,77.14,76.47,21.05,90.70 e2i/ionosphere,bayes,disctree,g,281,70,2,5,85.71,83.33,10.71,92.11 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e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,3,85.71,85.11,13.04,93.02 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,3,90.00,87.50,4.55,97.67 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,3,85.71,85.11,13.04,93.02 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,3,84.29,84.78,16.67,90.70 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,4,91.43,93.75,13.64,93.75 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,4,92.86,92.16,5.26,97.92 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,4,91.43,93.75,13.64,93.75 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,4,87.14,88.24,15.79,93.75 e2i/ionosphere,bayes,fayyadIrani,g,281,70,1,5,88.57,90.48,14.29,90.48 e2i/ionosphere,j48,fayyadIrani,g,281,70,1,5,92.86,93.02,7.41,95.24 e2i/ionosphere,nbk,fayyadIrani,g,281,70,1,5,88.57,90.48,14.29,90.48 e2i/ionosphere,oneR,fayyadIrani,g,281,70,1,5,88.57,88.64,11.54,92.86 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,1,95.71,100.00,8.82,92.31 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,1,91.43,90.24,6.90,94.87 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,1,95.71,100.00,8.82,92.31 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,1,88.57,86.05,7.41,94.87 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,2,87.14,87.50,13.33,89.74 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,2,87.14,87.50,13.33,89.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,2,87.14,87.50,13.33,89.74 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,2,85.71,85.37,13.79,89.74 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,3,90.00,87.76,4.76,97.73 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,3,88.57,89.13,12.50,93.18 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,3,90.00,87.76,4.76,97.73 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,3,82.86,82.00,15.00,93.18 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,4,92.86,93.10,8.33,98.18 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,4,92.86,93.10,8.33,98.18 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,4,92.86,93.10,8.33,98.18 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,4,92.86,94.64,14.29,96.36 e2i/ionosphere,bayes,fayyadIrani,g,281,70,2,5,90.00,88.46,5.56,97.87 e2i/ionosphere,j48,fayyadIrani,g,281,70,2,5,87.14,86.54,11.11,95.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,2,5,90.00,88.46,5.56,97.87 e2i/ionosphere,oneR,fayyadIrani,g,281,70,2,5,88.57,89.80,14.29,93.62 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,1,88.57,87.50,9.09,95.45 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,1,92.86,89.80,0.00,100.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,1,88.57,87.50,9.09,95.45 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,1,88.57,87.50,9.09,95.45 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,2,94.29,97.96,14.29,94.12 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,2,92.86,94.23,11.11,96.08 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,2,94.29,97.96,14.29,94.12 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,2,88.57,92.16,21.05,92.16 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,3,88.57,82.61,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,3,88.57,85.71,7.14,94.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,3,88.57,82.61,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,3,81.43,77.78,12.00,92.11 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,4,91.43,95.65,16.67,91.67 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,4,90.00,91.84,14.29,93.75 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,4,91.43,95.65,16.67,91.67 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,4,88.57,91.67,18.18,91.67 e2i/ionosphere,bayes,fayyadIrani,g,281,70,3,5,91.43,93.02,11.11,93.02 e2i/ionosphere,j48,fayyadIrani,g,281,70,3,5,91.43,91.11,8.00,95.35 e2i/ionosphere,nbk,fayyadIrani,g,281,70,3,5,91.43,93.02,11.11,93.02 e2i/ionosphere,oneR,fayyadIrani,g,281,70,3,5,80.00,78.43,15.79,93.02 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,1,87.14,83.72,7.41,94.74 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,1,84.29,80.00,8.00,94.74 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,1,87.14,83.72,7.41,94.74 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,1,75.71,72.34,17.39,89.47 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,2,85.71,84.09,11.54,92.50 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,2,88.57,86.36,7.69,95.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,2,85.71,84.09,11.54,92.50 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,2,87.14,82.98,4.35,97.50 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,3,94.29,94.23,5.56,98.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,3,92.86,92.45,5.88,98.00 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,3,94.29,94.23,5.56,98.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,3,90.00,93.88,19.05,92.00 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,4,91.43,94.12,15.79,94.12 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,4,90.00,92.31,16.67,94.12 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,4,91.43,94.12,15.79,94.12 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,4,90.00,92.31,16.67,94.12 e2i/ionosphere,bayes,fayyadIrani,g,281,70,4,5,95.71,97.78,8.00,95.65 e2i/ionosphere,j48,fayyadIrani,g,281,70,4,5,97.14,100.00,7.69,95.65 e2i/ionosphere,nbk,fayyadIrani,g,281,70,4,5,95.71,97.78,8.00,95.65 e2i/ionosphere,oneR,fayyadIrani,g,281,70,4,5,95.71,97.78,8.00,95.65 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,1,88.57,91.84,19.05,91.84 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,1,87.14,88.46,16.67,93.88 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,1,88.57,91.84,19.05,91.84 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,1,85.71,86.79,17.65,93.88 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,2,91.43,95.35,14.81,91.11 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,2,88.57,89.36,13.04,93.33 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,2,91.43,95.35,14.81,91.11 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,2,87.14,87.50,13.64,93.33 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,3,92.86,90.91,3.85,97.56 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,3,91.43,90.70,7.41,95.12 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,3,92.86,90.91,3.85,97.56 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,3,87.14,84.78,8.33,95.12 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,4,90.00,86.54,0.00,100.00 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,4,87.14,84.62,5.56,97.78 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,4,90.00,86.54,0.00,100.00 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,4,85.71,83.02,5.88,97.78 e2i/ionosphere,bayes,fayyadIrani,g,281,70,5,5,92.86,93.33,8.00,95.45 e2i/ionosphere,j48,fayyadIrani,g,281,70,5,5,88.57,89.13,12.50,93.18 e2i/ionosphere,nbk,fayyadIrani,g,281,70,5,5,92.86,93.33,8.00,95.45 e2i/ionosphere,oneR,fayyadIrani,g,281,70,5,5,87.14,90.70,18.52,88.64 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision e2i/iris,bayes,cat,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,1,1,93.10,77.78,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,1,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,1,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,2,1,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,2,90.00,90.91,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,3,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,4,86.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,2,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,3,1,89.66,71.43,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,3,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,4,86.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,4,1,93.10,94.12,0.00,100.00 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,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,4,100.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,121,29,5,1,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,2,86.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,4,93.33,94.12,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,cat,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,j48,cat,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,cat,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,cat,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,1,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,2,90.00,88.89,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,3,93.33,92.31,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,3,93.33,92.31,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,4,90.00,90.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,4,90.00,90.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,1,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,2,1,96.55,90.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,2,1,96.55,90.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,2,100.00,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,3,93.33,90.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,3,93.33,90.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,4,86.67,88.89,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,2,5,90.00,100.00,10.00,90.91 e2i/iris,j48,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,2,5,90.00,100.00,10.00,90.91 e2i/iris,oneR,disctree,Iris-versicolor,120,30,2,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,3,1,86.21,80.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,2,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,4,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,4,90.00,91.67,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,4,90.00,91.67,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,3,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,4,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,4,1,82.76,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,2,90.00,100.00,15.38,81.82 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,2,90.00,100.00,15.38,81.82 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,3,96.67,92.31,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,4,90.00,83.33,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,4,5,86.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,4,5,86.67,90.91,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,4,5,86.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,4,5,86.67,90.91,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,121,29,5,1,89.66,88.89,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,121,29,5,1,89.66,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,121,29,5,1,82.76,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,4,93.33,93.33,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,4,93.33,93.33,0.00,100.00 e2i/iris,bayes,disctree,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,disctree,Iris-versicolor,120,30,5,5,100.00,100.00,0.00,100.00 e2i/iris,nbk,disctree,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,disctree,Iris-versicolor,120,30,5,5,93.33,91.67,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,2,90.00,100.00,7.69,90.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,2,1,86.21,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,2,1,86.21,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,2,1,89.66,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,2,93.33,100.00,6.67,88.89 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,2,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,3,1,82.76,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,3,1,86.21,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,3,1,82.76,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,3,1,86.21,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,4,90.00,77.78,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,4,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,3,5,100.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,4,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,4,90.00,100.00,6.67,75.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,4,5,90.00,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,4,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,121,29,5,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,2,93.33,100.00,9.09,85.71 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,4,86.67,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,4,86.67,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,4,90.00,100.00,0.00,100.00 e2i/iris,bayes,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,j48,tbin,Iris-versicolor,120,30,5,5,86.67,100.00,0.00,100.00 e2i/iris,nbk,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,tbin,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,1,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,1,5,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,1,5,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,2,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,2,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,2,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,3,90.00,100.00,0.00,100.00 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,120,30,2,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,2,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,2,4,93.33,100.00,0.00,100.00 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,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,3,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,3,1,93.10,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,3,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,3,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,121,29,4,1,96.55,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,2,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,3,93.33,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,3,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,4,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,4,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,4,5,96.67,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,121,29,5,1,93.10,100.00,0.00,100.00 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,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,2,90.00,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,3,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,3,93.33,100.00,0.00,100.00 e2i/iris,bayes,fayyadIrani,Iris-versicolor,120,30,5,4,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,4,100.00,100.00,0.00,100.00 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,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,j48,fayyadIrani,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 e2i/iris,nbk,fayyadIrani,Iris-versicolor,120,30,5,5,96.67,100.00,0.00,100.00 e2i/iris,oneR,fayyadIrani,Iris-versicolor,120,30,5,5,93.33,100.00,0.00,100.00 /home/donaldb/var/weka/xval.28073 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/kr-vs-kp,bayes,cat,nowin,2552,639,1,1,88.89,88.51,10.79,87.63 j2p/kr-vs-kp,j48,cat,nowin,2552,639,1,1,99.37,99.66,0.88,99.00 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,1,1,88.89,88.51,10.79,87.63 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,1,1,67.92,75.54,35.16,46.49 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,1,2,86.23,86.26,13.80,85.71 j2p/kr-vs-kp,j48,cat,nowin,2552,639,1,2,99.37,99.37,0.62,99.37 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,1,2,86.23,86.26,13.80,85.71 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,1,2,67.92,79.57,36.87,46.98 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,1,3,87.17,87.16,12.83,85.43 j2p/kr-vs-kp,j48,cat,nowin,2552,639,1,3,98.90,99.66,1.75,98.01 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,1,3,87.17,87.16,12.83,85.43 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,1,3,68.39,74.51,34.48,50.33 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,1,4,87.17,88.37,13.91,84.98 j2p/kr-vs-kp,j48,cat,nowin,2552,639,1,4,100.00,100.00,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,1,4,87.17,88.37,13.91,84.98 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,1,4,68.54,79.17,36.02,48.56 j2p/kr-vs-kp,bayes,cat,nowin,2556,635,1,5,88.98,88.74,10.82,87.54 j2p/kr-vs-kp,j48,cat,nowin,2556,635,1,5,99.21,98.99,0.59,99.33 j2p/kr-vs-kp,nbk,cat,nowin,2556,635,1,5,88.98,88.74,10.82,87.54 j2p/kr-vs-kp,oneR,cat,nowin,2556,635,1,5,66.93,67.76,33.59,55.89 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,2,1,89.51,91.58,12.28,86.62 j2p/kr-vs-kp,j48,cat,nowin,2553,639,2,1,100.00,100.00,0.00,100.00 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,2,1,89.51,91.58,12.28,86.62 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,2,1,65.26,72.55,38.16,47.13 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,2,2,88.11,90.73,14.24,85.09 j2p/kr-vs-kp,j48,cat,nowin,2553,639,2,2,99.22,99.38,0.94,99.07 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,2,2,88.11,90.73,14.24,85.09 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,2,2,65.26,70.83,38.10,52.80 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,2,3,85.60,84.95,13.82,84.39 j2p/kr-vs-kp,j48,cat,nowin,2553,639,2,3,99.53,99.67,0.59,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,2,3,85.60,84.95,13.82,84.39 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,2,3,66.82,74.59,36.24,44.85 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,2,4,87.79,87.81,12.22,84.78 j2p/kr-vs-kp,j48,cat,nowin,2553,639,2,4,98.90,98.29,0.58,99.31 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,2,4,87.79,87.81,12.22,84.78 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,2,4,67.61,68.64,32.94,52.25 j2p/kr-vs-kp,bayes,cat,nowin,2556,636,2,5,88.36,85.94,9.29,89.97 j2p/kr-vs-kp,j48,cat,nowin,2556,636,2,5,99.21,99.00,0.60,99.33 j2p/kr-vs-kp,nbk,cat,nowin,2556,636,2,5,88.36,85.94,9.29,89.97 j2p/kr-vs-kp,oneR,cat,nowin,2556,636,2,5,69.34,78.26,34.29,48.16 j2p/kr-vs-kp,bayes,cat,nowin,2553,639,3,1,88.42,88.21,11.42,85.76 j2p/kr-vs-kp,j48,cat,nowin,2553,639,3,1,99.22,98.96,0.57,99.31 j2p/kr-vs-kp,nbk,cat,nowin,2553,639,3,1,88.42,88.21,11.42,85.76 j2p/kr-vs-kp,oneR,cat,nowin,2553,639,3,1,67.92,72.19,33.85,46.88 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j2p/kr-vs-kp,oneR,cat,nowin,2556,636,3,5,67.14,76.54,36.54,45.07 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,1,89.36,88.64,9.94,89.78 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,1,99.69,100.00,0.61,99.36 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,4,1,89.36,88.64,9.94,89.78 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,4,1,67.76,75.12,35.92,51.12 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,2,84.35,84.72,15.98,82.52 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,2,99.53,99.35,0.30,99.68 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,4,2,84.35,84.72,15.98,82.52 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,4,2,64.95,72.49,38.22,44.34 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,3,88.58,90.56,13.03,84.92 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,3,99.06,98.70,0.60,99.34 j2p/kr-vs-kp,nbk,cat,nowin,2552,639,4,3,88.58,90.56,13.03,84.92 j2p/kr-vs-kp,oneR,cat,nowin,2552,639,4,3,66.82,69.29,34.67,54.75 j2p/kr-vs-kp,bayes,cat,nowin,2552,639,4,4,89.51,89.86,10.79,87.79 j2p/kr-vs-kp,j48,cat,nowin,2552,639,4,4,100.00,100.00,0.00,100.00 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j2p/kr-vs-kp,j48,cat,nowin,2554,639,5,3,99.37,99.38,0.64,99.38 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,5,3,87.95,89.74,13.76,86.15 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,5,3,67.61,77.57,37.41,51.08 j2p/kr-vs-kp,bayes,cat,nowin,2554,639,5,4,89.05,89.11,11.01,87.95 j2p/kr-vs-kp,j48,cat,nowin,2554,639,5,4,98.90,98.08,0.31,99.67 j2p/kr-vs-kp,nbk,cat,nowin,2554,639,5,4,89.05,89.11,11.01,87.95 j2p/kr-vs-kp,oneR,cat,nowin,2554,639,5,4,64.79,67.23,36.66,52.12 j2p/kr-vs-kp,bayes,cat,nowin,2556,637,5,5,87.13,88.97,14.41,83.77 j2p/kr-vs-kp,j48,cat,nowin,2556,637,5,5,99.69,100.00,0.60,99.35 j2p/kr-vs-kp,nbk,cat,nowin,2556,637,5,5,87.13,88.97,14.41,83.77 j2p/kr-vs-kp,oneR,cat,nowin,2556,637,5,5,67.35,70.16,34.45,56.49 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,1,1,90.14,91.55,10.99,86.96 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,1,1,99.69,99.67,0.29,99.67 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,1,1,90.14,91.55,10.99,86.96 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,1,1,66.98,72.45,35.44,47.49 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,1,2,85.60,87.16,15.74,82.69 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,1,2,99.22,99.04,0.61,99.36 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,1,2,85.60,87.16,15.74,82.69 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,1,2,67.76,78.19,36.59,47.12 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,1,3,88.73,89.44,11.90,87.14 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,1,3,99.53,99.04,0.00,100.00 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,1,3,88.73,89.44,11.90,87.14 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,1,3,65.41,68.75,36.59,53.05 j2p/kr-vs-kp,bayes,disctree,nowin,2553,639,1,4,88.58,87.02,10.17,87.32 j2p/kr-vs-kp,j48,disctree,nowin,2553,639,1,4,99.06,99.29,1.12,98.59 j2p/kr-vs-kp,nbk,disctree,nowin,2553,639,1,4,88.58,87.02,10.17,87.32 j2p/kr-vs-kp,oneR,disctree,nowin,2553,639,1,4,67.45,70.00,33.63,46.83 j2p/kr-vs-kp,bayes,disctree,nowin,2556,636,1,5,86.32,87.42,14.72,84.95 j2p/kr-vs-kp,j48,disctree,nowin,2556,636,1,5,98.58,99.05,1.88,98.12 j2p/kr-vs-kp,nbk,disctree,nowin,2556,636,1,5,86.32,87.42,14.72,84.95 j2p/kr-vs-kp,oneR,disctree,nowin,2556,636,1,5,66.98,74.44,37.05,52.04 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,1,87.48,85.91,11.21,86.51 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,1,98.90,98.29,0.58,99.31 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,1,87.48,85.91,11.21,86.51 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,1,69.48,69.26,30.38,58.48 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,2,86.54,87.17,14.03,84.94 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,2,99.37,99.04,0.31,99.68 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,2,86.54,87.17,14.03,84.94 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,2,65.41,74.07,38.22,44.87 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,3,85.92,89.26,17.01,82.10 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,3,99.69,99.69,0.32,99.69 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,3,85.92,89.26,17.01,82.10 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,3,67.76,78.92,37.47,49.69 j2p/kr-vs-kp,bayes,disctree,nowin,2552,639,2,4,87.32,88.50,13.64,84.11 j2p/kr-vs-kp,j48,disctree,nowin,2552,639,2,4,99.22,100.00,1.46,98.34 j2p/kr-vs-kp,nbk,disctree,nowin,2552,639,2,4,87.32,88.50,13.64,84.11 j2p/kr-vs-kp,oneR,disctree,nowin,2552,639,2,4,66.51,74.72,36.66,44.04 j2p/kr-vs-kp,bayes,disctree,nowin,2556,635,2,5,91.65,89.90,6.71,92.62 j2p/kr-vs-kp,j48,disctree,nowin,2556,635,2,5,99.21,99.33,0.89,98.99 j2p/kr-vs-kp,nbk,disctree,nowin,2556,635,2,5,91.65,89.90,6.71,92.62 j2p/kr-vs-kp,oneR,disctree,nowin,2556,635,2,5,68.19,70.17,33.00,56.04 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,3,1,87.48,85.86,11.11,87.03 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,3,1,98.59,97.97,0.87,98.98 j2p/kr-vs-kp,nbk,disctree,nowin,2554,639,3,1,87.48,85.86,11.11,87.03 j2p/kr-vs-kp,oneR,disctree,nowin,2554,639,3,1,68.70,75.69,34.06,46.76 j2p/kr-vs-kp,bayes,disctree,nowin,2554,639,3,2,86.70,88.81,15.01,82.74 j2p/kr-vs-kp,j48,disctree,nowin,2554,639,3,2,100.00,100.00,0.00,100.00 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j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,636,1,5,68.40,70.93,33.01,54.39 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,2,1,91.39,92.76,9.74,88.78 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,2,1,99.69,100.00,0.59,99.34 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,2,1,91.39,92.76,9.74,88.78 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,2,1,67.76,73.43,34.95,50.17 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,2,2,86.70,87.79,14.29,84.71 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,2,2,99.22,99.05,0.62,99.36 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,2,2,86.70,87.79,14.29,84.71 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,2,2,69.01,80.85,35.92,48.41 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,2,3,88.11,89.35,13.07,86.56 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,2,3,99.37,100.00,1.24,98.75 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,2,3,88.11,89.35,13.07,86.56 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,2,3,64.01,73.44,40.04,44.06 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,2,4,87.95,86.16,10.57,87.06 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,2,4,98.59,97.92,0.86,98.95 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,2,4,87.95,86.16,10.57,87.06 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,2,4,69.48,69.04,30.25,57.69 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,634,2,5,84.86,85.22,15.45,82.39 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,634,2,5,99.21,98.68,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,634,2,5,84.86,85.22,15.45,82.39 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,634,2,5,66.09,68.86,35.47,52.16 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,3,1,86.85,84.72,11.24,87.03 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,3,1,99.53,99.66,0.58,99.32 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,3,1,86.85,84.72,11.24,87.03 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,3,1,67.61,73.63,34.79,45.73 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,3,2,87.32,85.67,11.14,87.67 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,3,2,98.75,98.67,1.18,98.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,3,2,87.32,85.67,11.14,87.67 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,3,2,69.01,76.02,34.09,49.67 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,3,3,89.20,91.43,12.96,87.27 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,3,3,98.44,100.00,3.13,96.97 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,3,3,89.20,91.43,12.96,87.27 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,3,3,66.67,75.11,38.18,53.03 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,3,4,88.73,91.49,13.45,84.31 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,3,4,99.37,99.67,0.90,99.02 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,3,4,88.73,91.49,13.45,84.31 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,3,4,67.29,75.13,36.10,47.39 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,638,3,5,86.83,87.15,13.43,84.23 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,638,3,5,99.22,98.67,0.30,99.66 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,638,3,5,86.83,87.15,13.43,84.23 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,638,3,5,68.03,70.43,33.33,54.36 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,4,1,87.64,89.26,13.78,84.98 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,4,1,99.84,99.68,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,4,1,87.64,89.26,13.78,84.98 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,4,1,67.29,76.80,36.85,47.60 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,4,2,87.32,87.76,13.04,85.15 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,4,2,99.69,99.34,0.00,100.00 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,4,2,87.32,87.76,13.04,85.15 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,4,2,68.23,74.75,34.78,49.83 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,4,3,89.67,89.53,10.20,88.33 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,4,3,99.53,99.34,0.30,99.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,4,3,89.67,89.53,10.20,88.33 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,4,3,67.45,73.71,35.28,47.67 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2555,639,4,4,87.01,87.25,13.21,85.85 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2555,639,4,4,98.90,98.72,0.92,99.04 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2555,639,4,4,87.01,87.25,13.21,85.85 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2555,639,4,4,66.04,69.11,35.88,54.66 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,638,4,5,87.77,88.01,12.43,85.67 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,638,4,5,99.06,99.33,1.18,98.67 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,638,4,5,87.77,88.01,12.43,85.67 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,638,4,5,68.34,70.76,33.08,55.67 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,5,1,88.42,87.58,10.85,87.58 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,5,1,99.53,99.66,0.58,99.33 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,5,1,88.42,87.58,10.85,87.58 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,5,1,69.33,76.02,33.63,50.00 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,5,2,88.73,90.30,12.65,86.26 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,5,2,99.53,99.36,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,5,2,88.73,90.30,12.65,86.26 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,5,2,67.14,74.88,36.57,49.52 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,5,3,85.60,83.89,12.90,85.03 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,5,3,99.37,99.32,0.58,99.32 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,5,3,85.60,83.89,12.90,85.03 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,5,3,67.45,68.53,33.17,54.08 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2551,639,5,4,90.45,93.49,12.10,86.67 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2551,639,5,4,99.69,99.68,0.31,99.68 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2551,639,5,4,90.45,93.49,12.10,86.67 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2551,639,5,4,68.70,77.51,35.58,51.43 j2p/kr-vs-kp,bayes,fayyadIrani,nowin,2556,634,5,5,85.80,85.48,13.90,84.92 j2p/kr-vs-kp,j48,fayyadIrani,nowin,2556,634,5,5,98.74,99.01,1.51,98.36 j2p/kr-vs-kp,nbk,fayyadIrani,nowin,2556,634,5,5,85.80,85.48,13.90,84.92 j2p/kr-vs-kp,oneR,fayyadIrani,nowin,2556,634,5,5,66.25,68.13,34.99,56.07 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/letter,bayes,cat,B,15800,3999,1,1,63.92,100.00,0.00,100.00 j2p/letter,j48,cat,B,15800,3999,1,1,86.92,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15800,3999,1,1,73.77,98.25,0.00,100.00 j2p/letter,oneR,cat,B,15800,3999,1,1,16.73,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15799,4000,1,2,64.25,100.00,0.00,100.00 j2p/letter,j48,cat,B,15799,4000,1,2,87.83,100.00,0.60,99.25 j2p/letter,nbk,cat,B,15799,4000,1,2,74.10,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15799,4000,1,2,16.60,46.11,0.00,100.00 j2p/letter,bayes,cat,B,15799,4000,1,3,63.50,100.00,0.00,100.00 j2p/letter,j48,cat,B,15799,4000,1,3,86.60,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15799,4000,1,3,74.60,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15799,4000,1,3,18.62,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15799,4000,1,4,64.65,100.00,0.00,100.00 j2p/letter,j48,cat,B,15799,4000,1,4,88.05,100.00,0.67,99.22 j2p/letter,nbk,cat,B,15799,4000,1,4,73.80,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15799,4000,1,4,17.18,0.00,53.12,0.00 j2p/letter,bayes,cat,B,15999,3800,1,5,63.97,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3800,1,5,88.24,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3800,1,5,73.68,99.14,0.00,100.00 j2p/letter,oneR,cat,B,15999,3800,1,5,16.47,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15803,3999,2,1,64.84,100.00,0.00,100.00 j2p/letter,j48,cat,B,15803,3999,2,1,87.90,100.00,0.62,99.19 j2p/letter,nbk,cat,B,15803,3999,2,1,74.92,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15803,3999,2,1,15.98,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15802,4000,2,2,64.22,100.00,0.00,100.00 j2p/letter,j48,cat,B,15802,4000,2,2,87.55,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15802,4000,2,2,73.78,99.08,0.00,100.00 j2p/letter,oneR,cat,B,15802,4000,2,2,18.20,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15802,4000,2,3,63.70,100.00,0.00,100.00 j2p/letter,j48,cat,B,15802,4000,2,3,87.53,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15802,4000,2,3,74.03,99.19,0.00,100.00 j2p/letter,oneR,cat,B,15802,4000,2,3,17.15,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15802,4000,2,4,63.62,100.00,0.00,100.00 j2p/letter,j48,cat,B,15802,4000,2,4,86.75,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15802,4000,2,4,74.30,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15802,4000,2,4,15.35,0.00,0.00,0.00 j2p/letter,bayes,cat,B,15999,3803,2,5,64.55,100.00,0.00,100.00 j2p/letter,j48,cat,B,15999,3803,2,5,87.64,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15999,3803,2,5,73.28,100.00,0.00,100.00 j2p/letter,oneR,cat,B,15999,3803,2,5,17.35,0.00,54.48,0.00 j2p/letter,bayes,cat,B,15803,3999,3,1,62.84,100.00,0.00,100.00 j2p/letter,j48,cat,B,15803,3999,3,1,87.27,100.00,0.00,100.00 j2p/letter,nbk,cat,B,15803,3999,3,1,73.02,99.00,0.00,100.00 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j2p/letter,bayes,tbin,B,15805,4000,5,4,69.12,99.11,0.00,100.00 j2p/letter,j48,tbin,B,15805,4000,5,4,79.92,100.00,0.00,100.00 j2p/letter,nbk,tbin,B,15805,4000,5,4,69.12,99.11,0.00,100.00 j2p/letter,oneR,tbin,B,15805,4000,5,4,15.57,0.00,0.00,0.00 j2p/letter,bayes,tbin,B,15999,3806,5,5,68.86,98.97,0.00,100.00 j2p/letter,j48,tbin,B,15999,3806,5,5,79.51,97.30,0.00,100.00 j2p/letter,nbk,tbin,B,15999,3806,5,5,68.86,98.97,0.00,100.00 j2p/letter,oneR,tbin,B,15999,3806,5,5,15.66,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15825,3999,1,1,74.32,99.14,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15825,3999,1,1,78.12,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15825,3999,1,1,74.32,99.14,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15825,3999,1,1,18.00,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,1,2,73.53,99.15,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,1,2,77.50,99.10,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15824,4000,1,2,73.53,99.15,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,1,2,17.70,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,1,3,74.05,99.31,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,1,3,78.42,99.25,0.78,99.25 j2p/letter,nbk,fayyadIrani,B,15824,4000,1,3,74.05,99.31,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,1,3,16.23,0.00,56.50,0.00 j2p/letter,bayes,fayyadIrani,B,15824,4000,1,4,72.75,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15824,4000,1,4,76.10,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15824,4000,1,4,72.75,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15824,4000,1,4,16.68,0.00,46.21,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3825,1,5,74.61,99.11,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3825,1,5,77.78,99.15,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3825,1,5,74.61,99.11,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3825,1,5,17.67,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15840,3999,2,1,73.82,99.19,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15840,3999,2,1,77.49,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15840,3999,2,1,73.82,99.19,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15840,3999,2,1,16.88,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15839,4000,2,2,73.22,98.33,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15839,4000,2,2,77.83,99.21,0.79,99.21 j2p/letter,nbk,fayyadIrani,B,15839,4000,2,2,73.22,98.33,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15839,4000,2,2,16.38,0.00,55.69,0.00 j2p/letter,bayes,fayyadIrani,B,15839,4000,2,3,74.22,99.24,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15839,4000,2,3,78.95,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15839,4000,2,3,74.22,99.24,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15839,4000,2,3,17.73,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15839,4000,2,4,75.12,98.20,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15839,4000,2,4,77.97,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15839,4000,2,4,75.12,98.20,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15839,4000,2,4,17.95,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3840,2,5,73.65,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3840,2,5,77.84,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3840,2,5,73.65,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3840,2,5,17.06,0.00,49.31,0.00 j2p/letter,bayes,fayyadIrani,B,15821,3999,3,1,74.04,99.21,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15821,3999,3,1,78.52,100.00,0.71,99.22 j2p/letter,nbk,fayyadIrani,B,15821,3999,3,1,74.04,99.21,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15821,3999,3,1,16.43,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15820,4000,3,2,74.28,96.30,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15820,4000,3,2,78.50,99.11,1.23,98.23 j2p/letter,nbk,fayyadIrani,B,15820,4000,3,2,74.28,96.30,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15820,4000,3,2,17.35,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15820,4000,3,3,73.95,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15820,4000,3,3,78.15,97.94,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15820,4000,3,3,73.95,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15820,4000,3,3,17.32,45.00,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15820,4000,3,4,73.50,99.15,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15820,4000,3,4,77.88,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15820,4000,3,4,73.50,99.15,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15820,4000,3,4,17.43,0.00,52.74,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3821,3,5,73.28,99.22,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3821,3,5,78.41,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15999,3821,3,5,73.28,99.22,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3821,3,5,17.09,0.00,58.28,0.00 j2p/letter,bayes,fayyadIrani,B,15813,3999,4,1,74.39,99.24,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15813,3999,4,1,77.62,99.23,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15813,3999,4,1,74.39,99.24,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15813,3999,4,1,17.65,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15812,4000,4,2,73.03,99.19,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15812,4000,4,2,77.95,98.41,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15812,4000,4,2,73.03,99.19,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15812,4000,4,2,17.32,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15812,4000,4,3,74.33,99.11,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15812,4000,4,3,78.60,99.08,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15812,4000,4,3,74.33,99.11,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15812,4000,4,3,15.43,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15812,4000,4,4,73.67,98.32,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15812,4000,4,4,76.80,100.00,1.37,98.40 j2p/letter,nbk,fayyadIrani,B,15812,4000,4,4,73.67,98.32,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15812,4000,4,4,16.27,0.00,51.55,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3813,4,5,74.01,97.96,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3813,4,5,78.34,98.98,1.54,97.98 j2p/letter,nbk,fayyadIrani,B,15999,3813,4,5,74.01,97.96,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3813,4,5,16.44,40.43,0.00,100.00 j2p/letter,bayes,fayyadIrani,B,15815,3999,5,1,74.17,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15815,3999,5,1,78.17,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15815,3999,5,1,74.17,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15815,3999,5,1,18.05,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15814,4000,5,2,74.12,96.49,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15814,4000,5,2,78.38,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15814,4000,5,2,74.12,96.49,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15814,4000,5,2,17.60,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15814,4000,5,3,73.17,99.13,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15814,4000,5,3,77.20,100.00,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15814,4000,5,3,73.17,99.13,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15814,4000,5,3,16.35,0.00,48.99,0.00 j2p/letter,bayes,fayyadIrani,B,15814,4000,5,4,74.15,99.17,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15814,4000,5,4,77.60,97.46,0.00,100.00 j2p/letter,nbk,fayyadIrani,B,15814,4000,5,4,74.15,99.17,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15814,4000,5,4,16.25,0.00,0.00,0.00 j2p/letter,bayes,fayyadIrani,B,15999,3815,5,5,73.53,100.00,0.00,100.00 j2p/letter,j48,fayyadIrani,B,15999,3815,5,5,77.85,100.00,0.78,99.15 j2p/letter,nbk,fayyadIrani,B,15999,3815,5,5,73.53,100.00,0.00,100.00 j2p/letter,oneR,fayyadIrani,B,15999,3815,5,5,16.88,0.00,54.49,0.00 /home/donaldb/var/weka/xval.5981 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision j2p/mushroom,bayes,cat,p,6473,1624,1,1,95.38,99.29,7.58,90.85 j2p/mushroom,j48,cat,p,6473,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6473,1624,1,1,95.38,99.29,7.58,90.85 j2p/mushroom,oneR,cat,p,6473,1624,1,1,97.66,100.00,4.24,95.03 j2p/mushroom,bayes,cat,p,6472,1625,1,2,95.26,99.03,7.73,91.05 j2p/mushroom,j48,cat,p,6472,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,2,95.26,99.03,7.73,91.05 j2p/mushroom,oneR,cat,p,6472,1625,1,2,98.52,100.00,2.77,96.93 j2p/mushroom,bayes,cat,p,6472,1625,1,3,95.45,98.31,7.12,92.52 j2p/mushroom,j48,cat,p,6472,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,3,95.45,98.31,7.12,92.52 j2p/mushroom,oneR,cat,p,6472,1625,1,3,98.46,100.00,3.00,96.94 j2p/mushroom,bayes,cat,p,6472,1625,1,4,96.68,99.46,5.62,93.60 j2p/mushroom,j48,cat,p,6472,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6472,1625,1,4,96.68,99.46,5.62,93.60 j2p/mushroom,oneR,cat,p,6472,1625,1,4,98.71,100.00,2.43,97.31 j2p/mushroom,bayes,cat,p,6499,1598,1,5,95.43,99.00,7.37,91.33 j2p/mushroom,j48,cat,p,6499,1598,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1598,1,5,95.43,99.00,7.37,91.33 j2p/mushroom,oneR,cat,p,6499,1598,1,5,99.25,100.00,1.41,98.42 j2p/mushroom,bayes,cat,p,6468,1624,2,1,96.24,98.17,5.25,93.55 j2p/mushroom,j48,cat,p,6468,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6468,1624,2,1,96.24,98.17,5.25,93.55 j2p/mushroom,oneR,cat,p,6468,1624,2,1,98.65,100.00,2.44,97.04 j2p/mushroom,bayes,cat,p,6467,1625,2,2,96.62,99.60,6.00,93.56 j2p/mushroom,j48,cat,p,6467,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1625,2,2,96.62,99.60,6.00,93.56 j2p/mushroom,oneR,cat,p,6467,1625,2,2,98.52,100.00,2.85,97.03 j2p/mushroom,bayes,cat,p,6467,1625,2,3,94.65,99.45,9.27,89.74 j2p/mushroom,j48,cat,p,6467,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1625,2,3,94.65,99.45,9.27,89.74 j2p/mushroom,oneR,cat,p,6467,1625,2,3,98.15,100.00,3.55,96.29 j2p/mushroom,bayes,cat,p,6467,1625,2,4,94.89,99.19,8.69,90.49 j2p/mushroom,j48,cat,p,6467,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1625,2,4,94.89,99.19,8.69,90.49 j2p/mushroom,oneR,cat,p,6467,1625,2,4,98.58,100.00,2.74,97.16 j2p/mushroom,bayes,cat,p,6499,1593,2,5,95.48,98.83,7.02,91.32 j2p/mushroom,j48,cat,p,6499,1593,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1593,2,5,95.48,98.83,7.02,91.32 j2p/mushroom,oneR,cat,p,6499,1593,2,5,98.68,100.00,2.39,97.15 j2p/mushroom,bayes,cat,p,6471,1624,3,1,95.69,99.73,7.61,91.47 j2p/mushroom,j48,cat,p,6471,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6471,1624,3,1,95.69,99.73,7.61,91.47 j2p/mushroom,oneR,cat,p,6471,1624,3,1,98.28,100.00,3.27,96.49 j2p/mushroom,bayes,cat,p,6470,1625,3,2,96.43,99.19,5.91,93.43 j2p/mushroom,j48,cat,p,6470,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6470,1625,3,2,96.43,99.19,5.91,93.43 j2p/mushroom,oneR,cat,p,6470,1625,3,2,98.77,100.00,2.34,97.47 j2p/mushroom,bayes,cat,p,6470,1625,3,3,95.26,98.77,7.60,91.38 j2p/mushroom,j48,cat,p,6470,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6470,1625,3,3,95.26,98.77,7.60,91.38 j2p/mushroom,oneR,cat,p,6470,1625,3,3,98.46,100.00,2.90,96.83 j2p/mushroom,bayes,cat,p,6470,1625,3,4,95.75,98.59,6.45,92.23 j2p/mushroom,j48,cat,p,6470,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6470,1625,3,4,95.75,98.59,6.45,92.23 j2p/mushroom,oneR,cat,p,6470,1625,3,4,98.89,100.00,2.04,97.63 j2p/mushroom,bayes,cat,p,6499,1596,3,5,94.55,99.14,8.98,89.47 j2p/mushroom,j48,cat,p,6499,1596,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1596,3,5,94.55,99.14,8.98,89.47 j2p/mushroom,oneR,cat,p,6499,1596,3,5,98.18,100.00,3.39,96.23 j2p/mushroom,bayes,cat,p,6465,1624,4,1,95.81,98.38,6.34,92.87 j2p/mushroom,j48,cat,p,6465,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6465,1624,4,1,95.81,98.38,6.34,92.87 j2p/mushroom,oneR,cat,p,6465,1624,4,1,98.65,100.00,2.56,97.20 j2p/mushroom,bayes,cat,p,6464,1625,4,2,96.12,99.57,6.43,91.99 j2p/mushroom,j48,cat,p,6464,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,4,2,96.12,99.57,6.43,91.99 j2p/mushroom,oneR,cat,p,6464,1625,4,2,98.46,100.00,2.77,96.66 j2p/mushroom,bayes,cat,p,6464,1625,4,3,95.94,99.72,7.13,91.89 j2p/mushroom,j48,cat,p,6464,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,4,3,95.94,99.72,7.13,91.89 j2p/mushroom,oneR,cat,p,6464,1625,4,3,98.83,100.00,2.22,97.59 j2p/mushroom,bayes,cat,p,6464,1625,4,4,95.38,99.05,7.66,91.48 j2p/mushroom,j48,cat,p,6464,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6464,1625,4,4,95.38,99.05,7.66,91.48 j2p/mushroom,oneR,cat,p,6464,1625,4,4,98.52,100.00,2.82,96.99 j2p/mushroom,bayes,cat,p,6499,1590,4,5,94.59,98.61,8.73,90.32 j2p/mushroom,j48,cat,p,6499,1590,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1590,4,5,94.59,98.61,8.73,90.32 j2p/mushroom,oneR,cat,p,6499,1590,4,5,98.11,100.00,3.59,96.18 j2p/mushroom,bayes,cat,p,6468,1624,5,1,96.49,99.58,5.98,93.01 j2p/mushroom,j48,cat,p,6468,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6468,1624,5,1,96.49,99.58,5.98,93.01 j2p/mushroom,oneR,cat,p,6468,1624,5,1,98.52,100.00,2.74,96.89 j2p/mushroom,bayes,cat,p,6467,1625,5,2,95.51,98.89,7.19,91.65 j2p/mushroom,j48,cat,p,6467,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1625,5,2,95.51,98.89,7.19,91.65 j2p/mushroom,oneR,cat,p,6467,1625,5,2,98.46,100.00,2.87,96.79 j2p/mushroom,bayes,cat,p,6467,1625,5,3,95.45,98.72,7.04,91.42 j2p/mushroom,j48,cat,p,6467,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1625,5,3,95.45,98.72,7.04,91.42 j2p/mushroom,oneR,cat,p,6467,1625,5,3,98.40,100.00,2.91,96.57 j2p/mushroom,bayes,cat,p,6467,1625,5,4,95.51,99.05,7.46,91.74 j2p/mushroom,j48,cat,p,6467,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6467,1625,5,4,95.51,99.05,7.46,91.74 j2p/mushroom,oneR,cat,p,6467,1625,5,4,99.08,100.00,1.78,98.12 j2p/mushroom,bayes,cat,p,6499,1593,5,5,95.35,98.92,7.76,91.76 j2p/mushroom,j48,cat,p,6499,1593,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,cat,p,6499,1593,5,5,95.35,98.92,7.76,91.76 j2p/mushroom,oneR,cat,p,6499,1593,5,5,98.18,100.00,3.53,96.38 j2p/mushroom,bayes,disctree,p,6469,1624,1,1,96.06,99.58,6.76,92.18 j2p/mushroom,j48,disctree,p,6469,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1624,1,1,96.06,99.58,6.76,92.18 j2p/mushroom,oneR,disctree,p,6469,1624,1,1,98.40,100.00,2.99,96.67 j2p/mushroom,bayes,disctree,p,6468,1625,1,2,96.00,99.07,6.67,92.81 j2p/mushroom,j48,disctree,p,6468,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,1,2,96.00,99.07,6.67,92.81 j2p/mushroom,oneR,disctree,p,6468,1625,1,2,98.83,100.00,2.27,97.65 j2p/mushroom,bayes,disctree,p,6468,1625,1,3,94.95,99.02,8.26,90.45 j2p/mushroom,j48,disctree,p,6468,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,1,3,94.95,99.02,8.26,90.45 j2p/mushroom,oneR,disctree,p,6468,1625,1,3,98.28,100.00,3.23,96.43 j2p/mushroom,bayes,disctree,p,6468,1625,1,4,96.31,98.93,5.91,93.41 j2p/mushroom,j48,disctree,p,6468,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,1,4,96.31,98.93,5.91,93.41 j2p/mushroom,oneR,disctree,p,6468,1625,1,4,98.52,100.00,2.79,96.96 j2p/mushroom,bayes,disctree,p,6499,1594,1,5,95.17,98.83,7.58,90.74 j2p/mushroom,j48,disctree,p,6499,1594,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1594,1,5,95.17,98.83,7.58,90.74 j2p/mushroom,oneR,disctree,p,6499,1594,1,5,98.62,100.00,2.53,97.05 j2p/mushroom,bayes,disctree,p,6478,1624,2,1,96.18,99.86,6.82,92.27 j2p/mushroom,j48,disctree,p,6478,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6478,1624,2,1,96.18,99.86,6.82,92.27 j2p/mushroom,oneR,disctree,p,6478,1624,2,1,98.58,100.00,2.68,97.08 j2p/mushroom,bayes,disctree,p,6477,1625,2,2,95.57,98.20,6.53,92.31 j2p/mushroom,j48,disctree,p,6477,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,2,2,95.57,98.20,6.53,92.31 j2p/mushroom,oneR,disctree,p,6477,1625,2,2,98.22,100.00,3.27,96.22 j2p/mushroom,bayes,disctree,p,6477,1625,2,3,95.57,98.88,7.03,91.69 j2p/mushroom,j48,disctree,p,6477,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,2,3,95.57,98.88,7.03,91.69 j2p/mushroom,oneR,disctree,p,6477,1625,2,3,98.65,100.00,2.51,97.14 j2p/mushroom,bayes,disctree,p,6477,1625,2,4,94.95,99.57,8.59,89.88 j2p/mushroom,j48,disctree,p,6477,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6477,1625,2,4,94.95,99.57,8.59,89.88 j2p/mushroom,oneR,disctree,p,6477,1625,2,4,98.34,100.00,3.10,96.54 j2p/mushroom,bayes,disctree,p,6499,1603,2,5,95.95,98.80,6.59,93.00 j2p/mushroom,j48,disctree,p,6499,1603,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1603,2,5,95.95,98.80,6.59,93.00 j2p/mushroom,oneR,disctree,p,6499,1603,2,5,98.81,100.00,2.31,97.62 j2p/mushroom,bayes,disctree,p,6469,1624,3,1,95.26,98.74,7.49,91.23 j2p/mushroom,j48,disctree,p,6469,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6469,1624,3,1,95.26,98.74,7.49,91.23 j2p/mushroom,oneR,disctree,p,6469,1624,3,1,98.03,100.00,3.63,95.87 j2p/mushroom,bayes,disctree,p,6468,1625,3,2,96.55,99.19,5.68,93.65 j2p/mushroom,j48,disctree,p,6468,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,3,2,96.55,99.19,5.68,93.65 j2p/mushroom,oneR,disctree,p,6468,1625,3,2,98.65,100.00,2.56,97.21 j2p/mushroom,bayes,disctree,p,6468,1625,3,3,94.95,99.29,8.35,90.06 j2p/mushroom,j48,disctree,p,6468,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,3,3,94.95,99.29,8.35,90.06 j2p/mushroom,oneR,disctree,p,6468,1625,3,3,98.71,100.00,2.41,97.29 j2p/mushroom,bayes,disctree,p,6468,1625,3,4,96.12,99.86,6.84,92.04 j2p/mushroom,j48,disctree,p,6468,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6468,1625,3,4,96.12,99.86,6.84,92.04 j2p/mushroom,oneR,disctree,p,6468,1625,3,4,98.46,100.00,2.87,96.79 j2p/mushroom,bayes,disctree,p,6499,1594,3,5,95.36,98.51,7.34,92.01 j2p/mushroom,j48,disctree,p,6499,1594,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1594,3,5,95.36,98.51,7.34,92.01 j2p/mushroom,oneR,disctree,p,6499,1594,3,5,98.75,100.00,2.42,97.46 j2p/mushroom,bayes,disctree,p,6460,1624,4,1,94.95,98.54,7.68,90.39 j2p/mushroom,j48,disctree,p,6460,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6460,1624,4,1,94.95,98.54,7.68,90.39 j2p/mushroom,oneR,disctree,p,6460,1624,4,1,98.21,100.00,3.21,96.13 j2p/mushroom,bayes,disctree,p,6459,1625,4,2,96.74,99.45,5.47,93.67 j2p/mushroom,j48,disctree,p,6459,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6459,1625,4,2,96.74,99.45,5.47,93.67 j2p/mushroom,oneR,disctree,p,6459,1625,4,2,98.77,100.00,2.30,97.42 j2p/mushroom,bayes,disctree,p,6459,1625,4,3,96.25,99.05,6.07,93.09 j2p/mushroom,j48,disctree,p,6459,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6459,1625,4,3,96.25,99.05,6.07,93.09 j2p/mushroom,oneR,disctree,p,6459,1625,4,3,98.95,100.00,1.98,97.83 j2p/mushroom,bayes,disctree,p,6459,1625,4,4,95.32,98.96,7.93,91.79 j2p/mushroom,j48,disctree,p,6459,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6459,1625,4,4,95.32,98.96,7.93,91.79 j2p/mushroom,oneR,disctree,p,6459,1625,4,4,98.65,100.00,2.69,97.34 j2p/mushroom,bayes,disctree,p,6499,1585,4,5,94.64,99.43,9.11,89.52 j2p/mushroom,j48,disctree,p,6499,1585,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1585,4,5,94.64,99.43,9.11,89.52 j2p/mushroom,oneR,disctree,p,6499,1585,4,5,98.04,100.00,3.68,95.99 j2p/mushroom,bayes,disctree,p,6466,1624,5,1,94.83,98.13,7.98,91.28 j2p/mushroom,j48,disctree,p,6466,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6466,1624,5,1,94.83,98.13,7.98,91.28 j2p/mushroom,oneR,disctree,p,6466,1624,5,1,98.71,100.00,2.49,97.38 j2p/mushroom,bayes,disctree,p,6465,1625,5,2,95.69,99.30,7.16,91.63 j2p/mushroom,j48,disctree,p,6465,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6465,1625,5,2,95.69,99.30,7.16,91.63 j2p/mushroom,oneR,disctree,p,6465,1625,5,2,98.83,100.00,2.19,97.55 j2p/mushroom,bayes,disctree,p,6465,1625,5,3,95.69,98.87,6.76,91.86 j2p/mushroom,j48,disctree,p,6465,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6465,1625,5,3,95.69,98.87,6.76,91.86 j2p/mushroom,oneR,disctree,p,6465,1625,5,3,98.34,100.00,3.03,96.46 j2p/mushroom,bayes,disctree,p,6465,1625,5,4,95.20,99.59,8.32,90.58 j2p/mushroom,j48,disctree,p,6465,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6465,1625,5,4,95.20,99.59,8.32,90.58 j2p/mushroom,oneR,disctree,p,6465,1625,5,4,98.03,100.00,3.72,95.98 j2p/mushroom,bayes,disctree,p,6499,1591,5,5,96.54,99.17,5.62,93.57 j2p/mushroom,j48,disctree,p,6499,1591,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,disctree,p,6499,1591,5,5,96.54,99.17,5.62,93.57 j2p/mushroom,oneR,disctree,p,6499,1591,5,5,98.68,100.00,2.47,97.24 j2p/mushroom,bayes,tbin,p,6470,1624,1,1,96.31,99.31,6.12,92.90 j2p/mushroom,j48,tbin,p,6470,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6470,1624,1,1,96.31,99.31,6.12,92.90 j2p/mushroom,oneR,tbin,p,6470,1624,1,1,99.20,100.00,1.51,98.32 j2p/mushroom,bayes,tbin,p,6469,1625,1,2,96.00,98.86,6.18,92.42 j2p/mushroom,j48,tbin,p,6469,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6469,1625,1,2,96.00,98.86,6.18,92.42 j2p/mushroom,oneR,tbin,p,6469,1625,1,2,98.46,100.00,2.78,96.68 j2p/mushroom,bayes,tbin,p,6469,1625,1,3,95.75,99.45,7.21,91.71 j2p/mushroom,j48,tbin,p,6469,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6469,1625,1,3,95.75,99.45,7.21,91.71 j2p/mushroom,oneR,tbin,p,6469,1625,1,3,98.09,100.00,3.56,96.05 j2p/mushroom,bayes,tbin,p,6469,1625,1,4,95.32,99.35,8.32,91.53 j2p/mushroom,j48,tbin,p,6469,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6469,1625,1,4,95.32,99.35,8.32,91.53 j2p/mushroom,oneR,tbin,p,6469,1625,1,4,97.97,100.00,4.02,96.06 j2p/mushroom,bayes,tbin,p,6499,1595,1,5,94.86,98.43,7.92,90.65 j2p/mushroom,j48,tbin,p,6499,1595,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1595,1,5,94.86,98.43,7.92,90.65 j2p/mushroom,oneR,tbin,p,6499,1595,1,5,98.87,100.00,2.11,97.63 j2p/mushroom,bayes,tbin,p,6471,1624,2,1,95.07,99.16,8.13,90.54 j2p/mushroom,j48,tbin,p,6471,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6471,1624,2,1,95.07,99.16,8.13,90.54 j2p/mushroom,oneR,tbin,p,6471,1624,2,1,98.21,100.00,3.33,96.29 j2p/mushroom,bayes,tbin,p,6470,1625,2,2,95.38,98.41,6.84,91.39 j2p/mushroom,j48,tbin,p,6470,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6470,1625,2,2,95.38,98.41,6.84,91.39 j2p/mushroom,oneR,tbin,p,6470,1625,2,2,98.34,100.00,2.97,96.37 j2p/mushroom,bayes,tbin,p,6470,1625,2,3,95.88,99.17,6.77,92.17 j2p/mushroom,j48,tbin,p,6470,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6470,1625,2,3,95.88,99.17,6.77,92.17 j2p/mushroom,oneR,tbin,p,6470,1625,2,3,98.83,100.00,2.20,97.56 j2p/mushroom,bayes,tbin,p,6470,1625,2,4,95.51,99.21,7.75,91.84 j2p/mushroom,j48,tbin,p,6470,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6470,1625,2,4,95.51,99.21,7.75,91.84 j2p/mushroom,oneR,tbin,p,6470,1625,2,4,98.65,100.00,2.66,97.32 j2p/mushroom,bayes,tbin,p,6499,1596,2,5,96.49,99.05,5.72,93.73 j2p/mushroom,j48,tbin,p,6499,1596,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1596,2,5,96.49,99.05,5.72,93.73 j2p/mushroom,oneR,tbin,p,6499,1596,2,5,98.56,100.00,2.75,97.06 j2p/mushroom,bayes,tbin,p,6468,1624,3,1,94.83,98.26,8.11,91.19 j2p/mushroom,j48,tbin,p,6468,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6468,1624,3,1,94.83,98.26,8.11,91.19 j2p/mushroom,oneR,tbin,p,6468,1624,3,1,98.28,100.00,3.31,96.53 j2p/mushroom,bayes,tbin,p,6467,1625,3,2,95.14,99.00,7.80,90.61 j2p/mushroom,j48,tbin,p,6467,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,3,2,95.14,99.00,7.80,90.61 j2p/mushroom,oneR,tbin,p,6467,1625,3,2,98.15,100.00,3.38,96.09 j2p/mushroom,bayes,tbin,p,6467,1625,3,3,95.02,99.15,8.17,90.34 j2p/mushroom,j48,tbin,p,6467,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,3,3,95.02,99.15,8.17,90.34 j2p/mushroom,oneR,tbin,p,6467,1625,3,3,98.89,100.00,2.08,97.68 j2p/mushroom,bayes,tbin,p,6467,1625,3,4,96.49,98.96,5.70,93.93 j2p/mushroom,j48,tbin,p,6467,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6467,1625,3,4,96.49,98.96,5.70,93.93 j2p/mushroom,oneR,tbin,p,6467,1625,3,4,99.14,100.00,1.68,98.27 j2p/mushroom,bayes,tbin,p,6499,1593,3,5,96.17,99.86,6.67,92.03 j2p/mushroom,j48,tbin,p,6499,1593,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1593,3,5,96.17,99.86,6.67,92.03 j2p/mushroom,oneR,tbin,p,6499,1593,3,5,98.12,100.00,3.45,96.02 j2p/mushroom,bayes,tbin,p,6469,1624,4,1,95.81,99.16,6.82,91.96 j2p/mushroom,j48,tbin,p,6469,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6469,1624,4,1,95.81,99.16,6.82,91.96 j2p/mushroom,oneR,tbin,p,6469,1624,4,1,98.95,100.00,1.95,97.80 j2p/mushroom,bayes,tbin,p,6468,1625,4,2,96.37,99.86,6.44,92.57 j2p/mushroom,j48,tbin,p,6468,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6468,1625,4,2,96.37,99.86,6.44,92.57 j2p/mushroom,oneR,tbin,p,6468,1625,4,2,98.58,100.00,2.65,97.06 j2p/mushroom,bayes,tbin,p,6468,1625,4,3,95.08,98.19,7.38,91.31 j2p/mushroom,j48,tbin,p,6468,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6468,1625,4,3,95.08,98.19,7.38,91.31 j2p/mushroom,oneR,tbin,p,6468,1625,4,3,97.97,100.00,3.72,95.72 j2p/mushroom,bayes,tbin,p,6468,1625,4,4,95.63,98.93,7.20,92.17 j2p/mushroom,j48,tbin,p,6468,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6468,1625,4,4,95.63,98.93,7.20,92.17 j2p/mushroom,oneR,tbin,p,6468,1625,4,4,98.03,100.00,3.76,96.02 j2p/mushroom,bayes,tbin,p,6499,1594,4,5,95.23,99.30,8.05,90.87 j2p/mushroom,j48,tbin,p,6499,1594,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1594,4,5,95.23,99.30,8.05,90.87 j2p/mushroom,oneR,tbin,p,6499,1594,4,5,99.06,100.00,1.81,98.07 j2p/mushroom,bayes,tbin,p,6476,1624,5,1,96.61,99.46,5.81,93.57 j2p/mushroom,j48,tbin,p,6476,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6476,1624,5,1,96.61,99.46,5.81,93.57 j2p/mushroom,oneR,tbin,p,6476,1624,5,1,98.52,100.00,2.81,96.97 j2p/mushroom,bayes,tbin,p,6475,1625,5,2,95.45,99.28,7.43,90.92 j2p/mushroom,j48,tbin,p,6475,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1625,5,2,95.45,99.28,7.43,90.92 j2p/mushroom,oneR,tbin,p,6475,1625,5,2,98.34,100.00,3.03,96.45 j2p/mushroom,bayes,tbin,p,6475,1625,5,3,95.51,99.33,7.71,91.56 j2p/mushroom,j48,tbin,p,6475,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1625,5,3,95.51,99.33,7.71,91.56 j2p/mushroom,oneR,tbin,p,6475,1625,5,3,98.95,100.00,2.03,97.89 j2p/mushroom,bayes,tbin,p,6475,1625,5,4,95.88,98.92,6.66,92.53 j2p/mushroom,j48,tbin,p,6475,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6475,1625,5,4,95.88,98.92,6.66,92.53 j2p/mushroom,oneR,tbin,p,6475,1625,5,4,98.58,100.00,2.68,97.09 j2p/mushroom,bayes,tbin,p,6499,1601,5,5,94.63,98.70,8.45,89.84 j2p/mushroom,j48,tbin,p,6499,1601,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,tbin,p,6499,1601,5,5,94.63,98.70,8.45,89.84 j2p/mushroom,oneR,tbin,p,6499,1601,5,5,98.25,100.00,3.21,96.31 j2p/mushroom,bayes,fayyadIrani,p,6478,1624,1,1,95.63,99.47,7.71,91.81 j2p/mushroom,j48,fayyadIrani,p,6478,1624,1,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6478,1624,1,1,95.63,99.47,7.71,91.81 j2p/mushroom,oneR,fayyadIrani,p,6478,1624,1,1,98.34,100.00,3.24,96.70 j2p/mushroom,bayes,fayyadIrani,p,6477,1625,1,2,96.06,98.59,5.88,92.81 j2p/mushroom,j48,fayyadIrani,p,6477,1625,1,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6477,1625,1,2,96.06,98.59,5.88,92.81 j2p/mushroom,oneR,fayyadIrani,p,6477,1625,1,2,98.28,100.00,3.10,96.27 j2p/mushroom,bayes,fayyadIrani,p,6477,1625,1,3,95.26,99.31,8.03,90.94 j2p/mushroom,j48,fayyadIrani,p,6477,1625,1,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6477,1625,1,3,95.26,99.31,8.03,90.94 j2p/mushroom,oneR,fayyadIrani,p,6477,1625,1,3,98.95,100.00,2.01,97.86 j2p/mushroom,bayes,fayyadIrani,p,6477,1625,1,4,96.06,98.76,6.12,92.88 j2p/mushroom,j48,fayyadIrani,p,6477,1625,1,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6477,1625,1,4,96.06,98.76,6.12,92.88 j2p/mushroom,oneR,fayyadIrani,p,6477,1625,1,4,98.22,100.00,3.29,96.24 j2p/mushroom,bayes,fayyadIrani,p,6499,1603,1,5,95.01,99.29,8.31,90.26 j2p/mushroom,j48,fayyadIrani,p,6499,1603,1,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1603,1,5,95.01,99.29,8.31,90.26 j2p/mushroom,oneR,fayyadIrani,p,6499,1603,1,5,98.81,100.00,2.23,97.53 j2p/mushroom,bayes,fayyadIrani,p,6475,1624,2,1,95.69,98.79,6.94,92.35 j2p/mushroom,j48,fayyadIrani,p,6475,1624,2,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6475,1624,2,1,95.69,98.79,6.94,92.35 j2p/mushroom,oneR,fayyadIrani,p,6475,1624,2,1,98.58,100.00,2.71,97.11 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,2,2,95.57,99.15,7.16,91.35 j2p/mushroom,j48,fayyadIrani,p,6474,1625,2,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,2,2,95.57,99.15,7.16,91.35 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,2,2,98.65,100.00,2.49,97.12 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,2,3,95.14,98.46,7.48,91.20 j2p/mushroom,j48,fayyadIrani,p,6474,1625,2,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,2,3,95.14,98.46,7.48,91.20 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,2,3,98.46,100.00,2.85,96.77 j2p/mushroom,bayes,fayyadIrani,p,6474,1625,2,4,95.57,99.34,7.75,91.86 j2p/mushroom,j48,fayyadIrani,p,6474,1625,2,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6474,1625,2,4,95.57,99.34,7.75,91.86 j2p/mushroom,oneR,fayyadIrani,p,6474,1625,2,4,98.77,100.00,2.43,97.57 j2p/mushroom,bayes,fayyadIrani,p,6499,1600,2,5,96.25,99.43,6.24,92.57 j2p/mushroom,j48,fayyadIrani,p,6499,1600,2,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1600,2,5,96.25,99.43,6.24,92.57 j2p/mushroom,oneR,fayyadIrani,p,6499,1600,2,5,98.12,100.00,3.42,96.02 j2p/mushroom,bayes,fayyadIrani,p,6471,1624,3,1,96.00,99.05,6.56,92.67 j2p/mushroom,j48,fayyadIrani,p,6471,1624,3,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6471,1624,3,1,96.00,99.05,6.56,92.67 j2p/mushroom,oneR,fayyadIrani,p,6471,1624,3,1,98.83,100.00,2.23,97.60 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,3,2,95.32,98.65,7.48,91.74 j2p/mushroom,j48,fayyadIrani,p,6470,1625,3,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,3,2,95.32,98.65,7.48,91.74 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,3,2,98.52,100.00,2.82,97.00 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,3,3,95.20,99.30,8.03,90.69 j2p/mushroom,j48,fayyadIrani,p,6470,1625,3,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,3,3,95.20,99.30,8.03,90.69 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,3,3,98.22,100.00,3.33,96.30 j2p/mushroom,bayes,fayyadIrani,p,6470,1625,3,4,96.25,99.18,6.15,92.94 j2p/mushroom,j48,fayyadIrani,p,6470,1625,3,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6470,1625,3,4,96.25,99.18,6.15,92.94 j2p/mushroom,oneR,fayyadIrani,p,6470,1625,3,4,98.15,100.00,3.42,96.15 j2p/mushroom,bayes,fayyadIrani,p,6499,1596,3,5,95.74,99.57,7.19,91.38 j2p/mushroom,j48,fayyadIrani,p,6499,1596,3,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1596,3,5,95.74,99.57,7.19,91.38 j2p/mushroom,oneR,fayyadIrani,p,6499,1596,3,5,98.87,100.00,2.09,97.61 j2p/mushroom,bayes,fayyadIrani,p,6478,1624,4,1,96.18,99.42,6.21,92.20 j2p/mushroom,j48,fayyadIrani,p,6478,1624,4,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6478,1624,4,1,96.18,99.42,6.21,92.20 j2p/mushroom,oneR,fayyadIrani,p,6478,1624,4,1,98.52,100.00,2.65,96.77 j2p/mushroom,bayes,fayyadIrani,p,6477,1625,4,2,94.58,98.70,8.46,89.62 j2p/mushroom,j48,fayyadIrani,p,6477,1625,4,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6477,1625,4,2,94.58,98.70,8.46,89.62 j2p/mushroom,oneR,fayyadIrani,p,6477,1625,4,2,98.46,100.00,2.81,96.71 j2p/mushroom,bayes,fayyadIrani,p,6477,1625,4,3,96.12,99.21,6.60,92.98 j2p/mushroom,j48,fayyadIrani,p,6477,1625,4,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6477,1625,4,3,96.12,99.21,6.60,92.98 j2p/mushroom,oneR,fayyadIrani,p,6477,1625,4,3,98.58,100.00,2.75,97.17 j2p/mushroom,bayes,fayyadIrani,p,6477,1625,4,4,94.83,99.59,8.99,89.90 j2p/mushroom,j48,fayyadIrani,p,6477,1625,4,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6477,1625,4,4,94.83,99.59,8.99,89.90 j2p/mushroom,oneR,fayyadIrani,p,6477,1625,4,4,98.34,100.00,3.18,96.63 j2p/mushroom,bayes,fayyadIrani,p,6499,1603,4,5,96.13,98.40,5.85,93.64 j2p/mushroom,j48,fayyadIrani,p,6499,1603,4,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1603,4,5,96.13,98.40,5.85,93.64 j2p/mushroom,oneR,fayyadIrani,p,6499,1603,4,5,98.69,100.00,2.51,97.33 j2p/mushroom,bayes,fayyadIrani,p,6468,1624,5,1,95.63,99.57,7.28,90.99 j2p/mushroom,j48,fayyadIrani,p,6468,1624,5,1,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6468,1624,5,1,95.63,99.57,7.28,90.99 j2p/mushroom,oneR,fayyadIrani,p,6468,1624,5,1,98.40,100.00,2.91,96.56 j2p/mushroom,bayes,fayyadIrani,p,6467,1625,5,2,95.88,99.33,7.05,92.27 j2p/mushroom,j48,fayyadIrani,p,6467,1625,5,2,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1625,5,2,95.88,99.33,7.05,92.27 j2p/mushroom,oneR,fayyadIrani,p,6467,1625,5,2,98.34,100.00,3.18,96.63 j2p/mushroom,bayes,fayyadIrani,p,6467,1625,5,3,95.57,98.54,7.00,92.41 j2p/mushroom,j48,fayyadIrani,p,6467,1625,5,3,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1625,5,3,95.57,98.54,7.00,92.41 j2p/mushroom,oneR,fayyadIrani,p,6467,1625,5,3,98.65,100.00,2.61,97.26 j2p/mushroom,bayes,fayyadIrani,p,6467,1625,5,4,95.88,99.46,7.12,92.12 j2p/mushroom,j48,fayyadIrani,p,6467,1625,5,4,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6467,1625,5,4,95.88,99.46,7.12,92.12 j2p/mushroom,oneR,fayyadIrani,p,6467,1625,5,4,98.58,100.00,2.71,97.12 j2p/mushroom,bayes,fayyadIrani,p,6499,1593,5,5,95.35,98.56,7.12,91.44 j2p/mushroom,j48,fayyadIrani,p,6499,1593,5,5,100.00,100.00,0.00,100.00 j2p/mushroom,nbk,fayyadIrani,p,6499,1593,5,5,95.35,98.56,7.12,91.44 j2p/mushroom,oneR,fayyadIrani,p,6499,1593,5,5,98.62,100.00,2.54,97.06 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/segment,bayes,cat,sky,1845,461,1,1,80.91,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,461,1,1,96.53,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,461,1,1,85.47,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,461,1,1,66.59,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,1,2,77.27,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,1,2,95.24,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,1,2,82.68,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,1,2,63.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,1,3,82.25,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,1,3,97.62,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,1,3,86.15,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,1,3,63.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,1,4,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,1,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,1,4,86.36,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,1,4,62.55,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,459,1,5,79.96,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,459,1,5,97.39,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,459,1,5,85.84,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,459,1,5,62.31,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,461,2,1,78.96,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,461,2,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,461,2,1,84.38,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,461,2,1,64.43,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1843,462,2,2,83.12,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1843,462,2,2,98.27,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1843,462,2,2,87.45,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1843,462,2,2,63.20,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1843,462,2,3,81.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1843,462,2,3,95.67,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1843,462,2,3,84.63,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1843,462,2,3,61.69,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1843,462,2,4,79.87,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1843,462,2,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1843,462,2,4,85.71,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1843,462,2,4,66.23,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,458,2,5,79.04,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,458,2,5,97.38,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,458,2,5,83.19,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,458,2,5,63.10,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1849,461,3,1,77.87,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1849,461,3,1,95.88,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1849,461,3,1,84.16,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1849,461,3,1,62.04,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,3,2,81.60,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,3,2,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,3,2,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,3,2,63.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,3,3,83.33,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,3,3,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,3,3,88.74,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,3,3,65.37,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,3,4,77.49,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,3,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,3,4,82.03,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,3,4,59.52,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,462,3,5,79.65,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,462,3,5,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,462,3,5,86.36,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,462,3,5,63.20,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1848,461,4,1,80.26,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1848,461,4,1,96.31,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1848,461,4,1,85.90,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1848,461,4,1,62.26,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,2,81.17,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,2,97.62,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,2,85.50,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,2,64.72,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,3,77.71,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,3,96.54,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,3,83.33,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,3,65.58,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,4,79.87,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,4,94.37,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,4,86.15,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,4,58.87,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,462,4,5,82.03,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,462,4,5,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,462,4,5,85.93,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,462,4,5,61.69,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1845,461,5,1,82.21,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1845,461,5,1,97.18,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1845,461,5,1,86.77,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1845,461,5,1,65.73,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,5,2,79.22,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,5,2,94.81,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,5,2,84.20,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,5,2,62.77,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,5,3,80.09,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,5,3,97.19,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,5,3,83.77,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,5,3,63.64,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1844,462,5,4,81.39,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1844,462,5,4,96.75,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1844,462,5,4,86.80,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1844,462,5,4,58.44,100.00,0.00,100.00 q2s/segment,bayes,cat,sky,1847,459,5,5,78.00,100.00,0.00,100.00 q2s/segment,j48,cat,sky,1847,459,5,5,97.60,100.00,0.00,100.00 q2s/segment,nbk,cat,sky,1847,459,5,5,84.97,100.00,0.00,100.00 q2s/segment,oneR,cat,sky,1847,459,5,5,60.78,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1849,461,1,1,86.33,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1849,461,1,1,81.34,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1849,461,1,1,86.33,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1849,461,1,1,62.04,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,1,2,89.83,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,1,2,82.68,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,1,2,89.83,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,1,2,61.47,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,1,3,89.39,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,1,3,82.03,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,1,3,89.39,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,1,3,59.31,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,1,4,90.26,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,1,4,85.50,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,1,4,90.26,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,1,4,62.99,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1848,462,1,5,88.31,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1848,462,1,5,83.55,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1848,462,1,5,88.31,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1848,462,1,5,61.90,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,2,1,88.72,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,2,1,82.43,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,2,1,88.72,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,2,1,62.47,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,2,2,85.06,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,2,2,79.44,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,2,2,85.06,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,2,2,60.39,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,2,3,90.91,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,2,3,85.28,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,2,3,90.91,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,2,3,63.85,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,462,2,4,88.96,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,462,2,4,83.12,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,462,2,4,88.96,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,462,2,4,60.82,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,461,2,5,88.94,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,461,2,5,83.73,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,461,2,5,88.94,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,461,2,5,63.12,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,461,3,1,87.85,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,461,3,1,84.16,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,461,3,1,87.85,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,461,3,1,62.04,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,3,2,88.74,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,3,2,78.35,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,3,2,88.74,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,3,2,62.12,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,3,3,88.10,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,3,3,84.63,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,3,3,88.10,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,3,3,61.90,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,3,4,87.45,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,3,4,79.00,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,3,4,87.45,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,3,4,59.74,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,460,3,5,88.26,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,460,3,5,84.78,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,460,3,5,88.26,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,460,3,5,65.87,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1846,461,4,1,88.29,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1846,461,4,1,80.91,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1846,461,4,1,88.29,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1846,461,4,1,59.87,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,4,2,88.96,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,4,2,83.55,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,4,2,88.96,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,4,2,64.72,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,4,3,88.31,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,4,3,82.68,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,4,3,88.31,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,4,3,64.29,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,462,4,4,86.58,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,462,4,4,82.47,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,462,4,4,86.58,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,462,4,4,59.96,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,460,4,5,89.57,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,460,4,5,81.30,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,460,4,5,89.57,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,460,4,5,63.04,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1845,461,5,1,86.98,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1845,461,5,1,82.00,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1845,461,5,1,86.98,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1845,461,5,1,61.39,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,5,2,86.15,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,5,2,82.47,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,5,2,86.15,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,5,2,60.39,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,5,3,85.93,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,5,3,81.39,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,5,3,85.93,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,5,3,59.74,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1844,462,5,4,92.21,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1844,462,5,4,86.36,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1844,462,5,4,92.21,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1844,462,5,4,63.42,100.00,0.00,100.00 q2s/segment,bayes,disctree,sky,1847,459,5,5,88.67,100.00,0.00,100.00 q2s/segment,j48,disctree,sky,1847,459,5,5,81.48,100.00,0.00,100.00 q2s/segment,nbk,disctree,sky,1847,459,5,5,88.67,100.00,0.00,100.00 q2s/segment,oneR,disctree,sky,1847,459,5,5,62.96,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,1,1,88.94,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,1,1,93.49,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,1,1,88.94,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,1,1,48.37,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,1,2,88.74,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,1,2,92.86,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,1,2,88.74,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,1,2,45.45,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,1,3,92.64,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,1,3,95.02,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,1,3,92.64,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,1,3,53.46,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,1,4,91.13,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,1,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,1,4,91.13,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,1,4,53.03,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,1,5,90.22,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,1,5,96.52,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,1,5,90.22,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,1,5,46.52,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1849,461,2,1,92.19,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1849,461,2,1,94.79,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1849,461,2,1,92.19,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1849,461,2,1,51.41,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,2,2,88.53,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,2,2,92.21,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,2,2,88.53,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,2,2,47.62,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,2,3,90.69,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,2,3,96.10,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,2,3,90.69,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,2,3,50.87,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,2,4,90.91,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,2,4,95.24,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,2,4,90.91,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,2,4,53.03,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1848,462,2,5,89.83,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1848,462,2,5,94.59,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1848,462,2,5,89.83,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1848,462,2,5,43.94,100.00,3.70,93.94 q2s/segment,bayes,tbin,sky,1846,461,3,1,86.33,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,3,1,93.93,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,3,1,86.33,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,3,1,49.02,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,2,92.42,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,2,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,2,92.42,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,2,52.38,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,3,90.69,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,3,92.42,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,3,90.69,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,3,46.97,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,3,4,92.64,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,3,4,96.32,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,3,4,92.64,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,3,4,52.16,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,3,5,91.52,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,3,5,96.52,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,3,5,91.52,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,3,5,49.13,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,461,4,1,90.46,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,461,4,1,92.84,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,461,4,1,90.46,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,461,4,1,51.19,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,4,2,91.56,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,4,2,95.89,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,4,2,91.56,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,4,2,46.54,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,4,3,88.10,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,4,3,94.37,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,4,3,88.10,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,4,3,45.89,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1845,462,4,4,90.69,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1845,462,4,4,96.10,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1845,462,4,4,90.69,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1845,462,4,4,50.65,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,460,4,5,92.39,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,460,4,5,94.78,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,460,4,5,92.39,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,460,4,5,51.52,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,5,1,92.62,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,5,1,93.93,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,5,1,92.62,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,5,1,47.51,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,5,2,90.48,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,5,2,95.02,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,5,2,90.48,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,5,2,51.73,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,5,3,91.56,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,5,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,5,3,91.56,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,5,3,48.05,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1846,462,5,4,88.53,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1846,462,5,4,95.67,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1846,462,5,4,88.53,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1846,462,5,4,50.87,100.00,0.00,100.00 q2s/segment,bayes,tbin,sky,1847,461,5,5,89.15,100.00,0.00,100.00 q2s/segment,j48,tbin,sky,1847,461,5,5,95.88,100.00,0.00,100.00 q2s/segment,nbk,tbin,sky,1847,461,5,5,89.15,100.00,0.00,100.00 q2s/segment,oneR,tbin,sky,1847,461,5,5,48.37,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1849,461,1,1,91.97,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1849,461,1,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1849,461,1,1,91.97,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1849,461,1,1,67.03,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,2,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,2,93.72,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,2,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,2,66.88,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,3,92.42,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,3,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,3,92.42,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,3,64.29,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,4,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,4,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,4,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,4,65.15,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1848,462,1,5,91.99,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1848,462,1,5,94.16,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1848,462,1,5,91.99,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1848,462,1,5,67.75,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1844,461,2,1,90.67,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1844,461,2,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1844,461,2,1,90.67,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1844,461,2,1,69.63,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1843,462,2,2,91.56,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1843,462,2,2,95.24,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1843,462,2,2,91.56,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1843,462,2,2,65.15,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1843,462,2,3,91.77,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1843,462,2,3,95.89,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1843,462,2,3,91.77,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1843,462,2,3,68.18,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1843,462,2,4,92.86,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1843,462,2,4,94.37,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1843,462,2,4,92.86,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1843,462,2,4,61.90,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,458,2,5,91.48,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,458,2,5,93.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,458,2,5,91.48,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,458,2,5,66.16,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,3,1,89.80,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,3,1,94.36,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,3,1,89.80,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,3,1,64.21,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,2,93.29,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,2,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,2,93.29,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,2,64.94,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,3,89.18,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,3,94.81,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,3,89.18,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,3,67.75,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,3,4,91.34,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,3,4,95.24,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,3,4,91.34,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,3,4,68.18,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,3,5,92.39,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,3,5,93.48,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,3,5,92.39,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,3,5,66.30,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1846,461,4,1,92.84,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1846,461,4,1,95.66,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1846,461,4,1,92.84,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1846,461,4,1,69.41,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,2,92.42,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,2,94.59,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,2,92.42,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,2,68.61,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,3,88.96,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,3,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,3,88.96,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,3,61.04,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,462,4,4,93.51,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,462,4,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,462,4,4,93.51,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,462,4,4,65.58,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,460,4,5,90.43,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,460,4,5,93.26,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,460,4,5,90.43,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,460,4,5,63.70,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1845,461,5,1,91.54,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1845,461,5,1,93.93,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1845,461,5,1,91.54,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1845,461,5,1,65.51,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1844,462,5,2,91.13,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1844,462,5,2,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1844,462,5,2,91.13,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1844,462,5,2,63.42,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1844,462,5,3,90.69,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1844,462,5,3,93.29,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1844,462,5,3,90.69,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1844,462,5,3,66.23,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1844,462,5,4,92.21,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1844,462,5,4,95.45,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1844,462,5,4,92.21,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1844,462,5,4,66.02,100.00,0.00,100.00 q2s/segment,bayes,fayyadIrani,sky,1847,459,5,5,91.72,100.00,0.00,100.00 q2s/segment,j48,fayyadIrani,sky,1847,459,5,5,93.46,100.00,0.00,100.00 q2s/segment,nbk,fayyadIrani,sky,1847,459,5,5,91.72,100.00,0.00,100.00 q2s/segment,oneR,fayyadIrani,sky,1847,459,5,5,66.67,100.00,0.00,100.00 /home/donaldb/var/weka/xval.16465 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/sonar,bayes,cat,Mine,167,41,1,1,73.17,85.71,33.33,57.14 q2s/sonar,j48,cat,Mine,167,41,1,1,80.49,84.21,22.73,76.19 q2s/sonar,nbk,cat,Mine,167,41,1,1,78.05,87.50,28.00,66.67 q2s/sonar,oneR,cat,Mine,167,41,1,1,70.73,80.00,34.62,57.14 q2s/sonar,bayes,cat,Mine,166,42,1,2,64.29,69.23,37.93,45.00 q2s/sonar,j48,cat,Mine,166,42,1,2,59.52,55.56,33.33,75.00 q2s/sonar,nbk,cat,Mine,166,42,1,2,59.52,57.89,39.13,55.00 q2s/sonar,oneR,cat,Mine,166,42,1,2,61.90,57.14,28.57,80.00 q2s/sonar,bayes,cat,Mine,167,41,1,3,70.73,93.33,42.31,56.00 q2s/sonar,j48,cat,Mine,167,41,1,3,63.41,70.83,47.06,68.00 q2s/sonar,nbk,cat,Mine,167,41,1,3,75.61,89.47,36.36,68.00 q2s/sonar,oneR,cat,Mine,167,41,1,3,73.17,81.82,36.84,72.00 q2s/sonar,bayes,cat,Mine,166,42,1,4,69.05,70.37,33.33,79.17 q2s/sonar,j48,cat,Mine,166,42,1,4,71.43,71.43,28.57,83.33 q2s/sonar,nbk,cat,Mine,166,42,1,4,71.43,71.43,28.57,83.33 q2s/sonar,oneR,cat,Mine,166,42,1,4,59.52,68.42,47.83,54.17 q2s/sonar,bayes,cat,Mine,167,41,1,5,65.85,70.59,37.50,57.14 q2s/sonar,j48,cat,Mine,167,41,1,5,78.05,75.00,17.65,85.71 q2s/sonar,nbk,cat,Mine,167,41,1,5,80.49,84.21,22.73,76.19 q2s/sonar,oneR,cat,Mine,167,41,1,5,63.41,63.64,36.84,66.67 q2s/sonar,bayes,cat,Mine,167,41,2,1,78.05,93.75,32.00,65.22 q2s/sonar,j48,cat,Mine,167,41,2,1,73.17,75.00,29.41,78.26 q2s/sonar,nbk,cat,Mine,167,41,2,1,80.49,94.12,29.17,69.57 q2s/sonar,oneR,cat,Mine,167,41,2,1,41.46,47.37,63.64,39.13 q2s/sonar,bayes,cat,Mine,166,42,2,2,59.52,60.87,42.11,63.64 q2s/sonar,j48,cat,Mine,166,42,2,2,69.05,68.00,29.41,77.27 q2s/sonar,nbk,cat,Mine,166,42,2,2,66.67,65.38,31.25,77.27 q2s/sonar,oneR,cat,Mine,166,42,2,2,64.29,60.61,22.22,90.91 q2s/sonar,bayes,cat,Mine,167,41,2,3,70.73,72.22,30.43,65.00 q2s/sonar,j48,cat,Mine,167,41,2,3,63.41,61.90,35.00,65.00 q2s/sonar,nbk,cat,Mine,167,41,2,3,70.73,72.22,30.43,65.00 q2s/sonar,oneR,cat,Mine,167,41,2,3,63.41,61.90,35.00,65.00 q2s/sonar,bayes,cat,Mine,166,42,2,4,66.67,85.71,42.86,50.00 q2s/sonar,j48,cat,Mine,166,42,2,4,78.57,82.61,26.32,79.17 q2s/sonar,nbk,cat,Mine,166,42,2,4,78.57,89.47,30.43,70.83 q2s/sonar,oneR,cat,Mine,166,42,2,4,71.43,71.43,28.57,83.33 q2s/sonar,bayes,cat,Mine,167,41,2,5,56.10,63.64,46.67,33.33 q2s/sonar,j48,cat,Mine,167,41,2,5,78.05,87.50,28.00,66.67 q2s/sonar,nbk,cat,Mine,167,41,2,5,68.29,75.00,36.00,57.14 q2s/sonar,oneR,cat,Mine,167,41,2,5,63.41,61.54,33.33,76.19 q2s/sonar,bayes,cat,Mine,167,41,3,1,60.98,68.75,44.00,50.00 q2s/sonar,j48,cat,Mine,167,41,3,1,73.17,68.97,16.67,90.91 q2s/sonar,nbk,cat,Mine,167,41,3,1,65.85,72.22,39.13,59.09 q2s/sonar,oneR,cat,Mine,167,41,3,1,63.41,65.22,38.89,68.18 q2s/sonar,bayes,cat,Mine,166,42,3,2,61.90,100.00,51.61,40.74 q2s/sonar,j48,cat,Mine,166,42,3,2,76.19,84.00,35.29,77.78 q2s/sonar,nbk,cat,Mine,166,42,3,2,73.81,94.44,41.67,62.96 q2s/sonar,oneR,cat,Mine,166,42,3,2,64.29,73.08,50.00,70.37 q2s/sonar,bayes,cat,Mine,167,41,3,3,80.49,100.00,34.78,69.23 q2s/sonar,j48,cat,Mine,167,41,3,3,60.98,69.23,53.33,69.23 q2s/sonar,nbk,cat,Mine,167,41,3,3,78.05,90.48,35.00,73.08 q2s/sonar,oneR,cat,Mine,167,41,3,3,65.85,75.00,47.06,69.23 q2s/sonar,bayes,cat,Mine,166,42,3,4,73.81,70.59,24.00,66.67 q2s/sonar,j48,cat,Mine,166,42,3,4,76.19,68.18,15.00,83.33 q2s/sonar,nbk,cat,Mine,166,42,3,4,64.29,57.14,28.57,66.67 q2s/sonar,oneR,cat,Mine,166,42,3,4,66.67,57.69,18.75,83.33 q2s/sonar,bayes,cat,Mine,167,41,3,5,58.54,52.94,37.50,50.00 q2s/sonar,j48,cat,Mine,167,41,3,5,78.05,69.57,11.11,88.89 q2s/sonar,nbk,cat,Mine,167,41,3,5,68.29,63.16,27.27,66.67 q2s/sonar,oneR,cat,Mine,167,41,3,5,68.29,63.16,27.27,66.67 q2s/sonar,bayes,cat,Mine,167,41,4,1,65.85,71.43,37.04,50.00 q2s/sonar,j48,cat,Mine,167,41,4,1,75.61,72.73,21.05,80.00 q2s/sonar,nbk,cat,Mine,167,41,4,1,70.73,72.22,30.43,65.00 q2s/sonar,oneR,cat,Mine,167,41,4,1,65.85,63.64,31.58,70.00 q2s/sonar,bayes,cat,Mine,166,42,4,2,78.57,83.33,25.00,71.43 q2s/sonar,j48,cat,Mine,166,42,4,2,83.33,85.00,18.18,80.95 q2s/sonar,nbk,cat,Mine,166,42,4,2,80.95,80.95,19.05,80.95 q2s/sonar,oneR,cat,Mine,166,42,4,2,50.00,50.00,50.00,66.67 q2s/sonar,bayes,cat,Mine,167,41,4,3,75.61,86.67,30.77,61.90 q2s/sonar,j48,cat,Mine,167,41,4,3,75.61,73.91,22.22,80.95 q2s/sonar,nbk,cat,Mine,167,41,4,3,80.49,88.24,25.00,71.43 q2s/sonar,oneR,cat,Mine,167,41,4,3,63.41,66.67,39.13,57.14 q2s/sonar,bayes,cat,Mine,166,42,4,4,57.14,77.78,58.33,50.00 q2s/sonar,j48,cat,Mine,166,42,4,4,73.81,84.00,41.18,75.00 q2s/sonar,nbk,cat,Mine,166,42,4,4,64.29,80.95,52.38,60.71 q2s/sonar,oneR,cat,Mine,166,42,4,4,66.67,75.00,50.00,75.00 q2s/sonar,bayes,cat,Mine,167,41,4,5,65.85,73.33,38.46,52.38 q2s/sonar,j48,cat,Mine,167,41,4,5,70.73,68.00,25.00,80.95 q2s/sonar,nbk,cat,Mine,167,41,4,5,73.17,75.00,28.57,71.43 q2s/sonar,oneR,cat,Mine,167,41,4,5,65.85,65.22,33.33,71.43 q2s/sonar,bayes,cat,Mine,167,41,5,1,65.85,80.00,47.62,61.54 q2s/sonar,j48,cat,Mine,167,41,5,1,82.93,85.19,21.43,88.46 q2s/sonar,nbk,cat,Mine,167,41,5,1,68.29,78.26,44.44,69.23 q2s/sonar,oneR,cat,Mine,167,41,5,1,73.17,82.61,38.89,73.08 q2s/sonar,bayes,cat,Mine,166,42,5,2,76.19,84.21,30.43,69.57 q2s/sonar,j48,cat,Mine,166,42,5,2,71.43,72.00,29.41,78.26 q2s/sonar,nbk,cat,Mine,166,42,5,2,71.43,76.19,33.33,69.57 q2s/sonar,oneR,cat,Mine,166,42,5,2,66.67,66.67,33.33,78.26 q2s/sonar,bayes,cat,Mine,167,41,5,3,58.54,68.42,50.00,54.17 q2s/sonar,j48,cat,Mine,167,41,5,3,73.17,78.26,33.33,75.00 q2s/sonar,nbk,cat,Mine,167,41,5,3,65.85,75.00,42.86,62.50 q2s/sonar,oneR,cat,Mine,167,41,5,3,65.85,72.73,42.11,66.67 q2s/sonar,bayes,cat,Mine,166,42,5,4,57.14,62.50,46.15,45.45 q2s/sonar,j48,cat,Mine,166,42,5,4,76.19,80.00,27.27,72.73 q2s/sonar,nbk,cat,Mine,166,42,5,4,69.05,71.43,33.33,68.18 q2s/sonar,oneR,cat,Mine,166,42,5,4,52.38,54.55,50.00,54.55 q2s/sonar,bayes,cat,Mine,167,41,5,5,78.05,80.00,22.58,53.33 q2s/sonar,j48,cat,Mine,167,41,5,5,75.61,64.71,16.67,73.33 q2s/sonar,nbk,cat,Mine,167,41,5,5,85.37,80.00,11.54,80.00 q2s/sonar,oneR,cat,Mine,167,41,5,5,63.41,50.00,17.65,80.00 q2s/sonar,bayes,disctree,Mine,167,41,1,1,70.73,72.41,33.33,84.00 q2s/sonar,j48,disctree,Mine,167,41,1,1,63.41,75.00,47.62,60.00 q2s/sonar,nbk,disctree,Mine,167,41,1,1,70.73,72.41,33.33,84.00 q2s/sonar,oneR,disctree,Mine,167,41,1,1,63.41,77.78,47.83,56.00 q2s/sonar,bayes,disctree,Mine,166,42,1,2,83.33,90.00,22.73,78.26 q2s/sonar,j48,disctree,Mine,166,42,1,2,80.95,82.61,21.05,82.61 q2s/sonar,nbk,disctree,Mine,166,42,1,2,83.33,90.00,22.73,78.26 q2s/sonar,oneR,disctree,Mine,166,42,1,2,80.95,82.61,21.05,82.61 q2s/sonar,bayes,disctree,Mine,167,41,1,3,75.61,90.48,40.00,70.37 q2s/sonar,j48,disctree,Mine,167,41,1,3,70.73,85.71,45.00,66.67 q2s/sonar,nbk,disctree,Mine,167,41,1,3,75.61,90.48,40.00,70.37 q2s/sonar,oneR,disctree,Mine,167,41,1,3,70.73,94.12,45.83,59.26 q2s/sonar,bayes,disctree,Mine,166,42,1,4,69.05,65.22,26.32,75.00 q2s/sonar,j48,disctree,Mine,166,42,1,4,64.29,60.87,31.58,70.00 q2s/sonar,nbk,disctree,Mine,166,42,1,4,69.05,65.22,26.32,75.00 q2s/sonar,oneR,disctree,Mine,166,42,1,4,66.67,61.54,25.00,80.00 q2s/sonar,bayes,disctree,Mine,167,41,1,5,58.54,48.15,21.43,81.25 q2s/sonar,j48,disctree,Mine,167,41,1,5,60.98,50.00,20.00,81.25 q2s/sonar,nbk,disctree,Mine,167,41,1,5,58.54,48.15,21.43,81.25 q2s/sonar,oneR,disctree,Mine,167,41,1,5,60.98,50.00,20.00,81.25 q2s/sonar,bayes,disctree,Mine,167,41,2,1,75.61,81.82,31.58,75.00 q2s/sonar,j48,disctree,Mine,167,41,2,1,65.85,70.83,41.18,70.83 q2s/sonar,nbk,disctree,Mine,167,41,2,1,75.61,81.82,31.58,75.00 q2s/sonar,oneR,disctree,Mine,167,41,2,1,65.85,75.00,42.86,62.50 q2s/sonar,bayes,disctree,Mine,166,42,2,2,73.81,69.23,18.75,85.71 q2s/sonar,j48,disctree,Mine,166,42,2,2,69.05,66.67,27.78,76.19 q2s/sonar,nbk,disctree,Mine,166,42,2,2,73.81,69.23,18.75,85.71 q2s/sonar,oneR,disctree,Mine,166,42,2,2,73.81,69.23,18.75,85.71 q2s/sonar,bayes,disctree,Mine,167,41,2,3,75.61,80.95,30.00,73.91 q2s/sonar,j48,disctree,Mine,167,41,2,3,56.10,61.90,50.00,56.52 q2s/sonar,nbk,disctree,Mine,167,41,2,3,75.61,80.95,30.00,73.91 q2s/sonar,oneR,disctree,Mine,167,41,2,3,56.10,61.90,50.00,56.52 q2s/sonar,bayes,disctree,Mine,166,42,2,4,85.71,81.48,6.67,95.65 q2s/sonar,j48,disctree,Mine,166,42,2,4,71.43,73.91,31.58,73.91 q2s/sonar,nbk,disctree,Mine,166,42,2,4,85.71,81.48,6.67,95.65 q2s/sonar,oneR,disctree,Mine,166,42,2,4,61.90,68.42,43.48,56.52 q2s/sonar,bayes,disctree,Mine,167,41,2,5,56.10,54.17,41.18,65.00 q2s/sonar,j48,disctree,Mine,167,41,2,5,68.29,70.59,33.33,60.00 q2s/sonar,nbk,disctree,Mine,167,41,2,5,56.10,54.17,41.18,65.00 q2s/sonar,oneR,disctree,Mine,167,41,2,5,68.29,70.59,33.33,60.00 q2s/sonar,bayes,disctree,Mine,167,41,3,1,73.17,80.77,40.00,77.78 q2s/sonar,j48,disctree,Mine,167,41,3,1,78.05,80.00,27.27,88.89 q2s/sonar,nbk,disctree,Mine,167,41,3,1,73.17,80.77,40.00,77.78 q2s/sonar,oneR,disctree,Mine,167,41,3,1,75.61,81.48,35.71,81.48 q2s/sonar,bayes,disctree,Mine,166,42,3,2,80.95,80.00,18.18,80.00 q2s/sonar,j48,disctree,Mine,166,42,3,2,69.05,66.67,28.57,70.00 q2s/sonar,nbk,disctree,Mine,166,42,3,2,80.95,80.00,18.18,80.00 q2s/sonar,oneR,disctree,Mine,166,42,3,2,69.05,66.67,28.57,70.00 q2s/sonar,bayes,disctree,Mine,167,41,3,3,70.73,64.00,18.75,84.21 q2s/sonar,j48,disctree,Mine,167,41,3,3,70.73,64.00,18.75,84.21 q2s/sonar,nbk,disctree,Mine,167,41,3,3,70.73,64.00,18.75,84.21 q2s/sonar,oneR,disctree,Mine,167,41,3,3,70.73,64.00,18.75,84.21 q2s/sonar,bayes,disctree,Mine,166,42,3,4,71.43,70.83,27.78,77.27 q2s/sonar,j48,disctree,Mine,166,42,3,4,59.52,64.71,44.00,50.00 q2s/sonar,nbk,disctree,Mine,166,42,3,4,71.43,70.83,27.78,77.27 q2s/sonar,oneR,disctree,Mine,166,42,3,4,69.05,65.52,23.08,86.36 q2s/sonar,bayes,disctree,Mine,167,41,3,5,70.73,72.00,31.25,78.26 q2s/sonar,j48,disctree,Mine,167,41,3,5,56.10,60.87,50.00,60.87 q2s/sonar,nbk,disctree,Mine,167,41,3,5,70.73,72.00,31.25,78.26 q2s/sonar,oneR,disctree,Mine,167,41,3,5,56.10,60.87,50.00,60.87 q2s/sonar,bayes,disctree,Mine,167,41,4,1,70.73,66.67,25.00,73.68 q2s/sonar,j48,disctree,Mine,167,41,4,1,68.29,65.00,28.57,68.42 q2s/sonar,nbk,disctree,Mine,167,41,4,1,70.73,66.67,25.00,73.68 q2s/sonar,oneR,disctree,Mine,167,41,4,1,68.29,65.00,28.57,68.42 q2s/sonar,bayes,disctree,Mine,166,42,4,2,61.90,65.22,42.11,65.22 q2s/sonar,j48,disctree,Mine,166,42,4,2,71.43,73.91,31.58,73.91 q2s/sonar,nbk,disctree,Mine,166,42,4,2,61.90,65.22,42.11,65.22 q2s/sonar,oneR,disctree,Mine,166,42,4,2,69.05,75.00,36.36,65.22 q2s/sonar,bayes,disctree,Mine,167,41,4,3,78.05,78.57,23.08,88.00 q2s/sonar,j48,disctree,Mine,167,41,4,3,65.85,76.19,45.00,64.00 q2s/sonar,nbk,disctree,Mine,167,41,4,3,78.05,78.57,23.08,88.00 q2s/sonar,oneR,disctree,Mine,167,41,4,3,78.05,80.77,26.67,84.00 q2s/sonar,bayes,disctree,Mine,166,42,4,4,78.57,75.00,14.29,91.30 q2s/sonar,j48,disctree,Mine,166,42,4,4,61.90,64.00,41.18,69.57 q2s/sonar,nbk,disctree,Mine,166,42,4,4,78.57,75.00,14.29,91.30 q2s/sonar,oneR,disctree,Mine,166,42,4,4,61.90,64.00,41.18,69.57 q2s/sonar,bayes,disctree,Mine,167,41,4,5,75.61,76.19,25.00,76.19 q2s/sonar,j48,disctree,Mine,167,41,4,5,68.29,68.18,31.58,71.43 q2s/sonar,nbk,disctree,Mine,167,41,4,5,75.61,76.19,25.00,76.19 q2s/sonar,oneR,disctree,Mine,167,41,4,5,68.29,66.67,29.41,76.19 q2s/sonar,bayes,disctree,Mine,167,41,5,1,85.37,87.50,17.65,87.50 q2s/sonar,j48,disctree,Mine,167,41,5,1,75.61,75.00,23.08,87.50 q2s/sonar,nbk,disctree,Mine,167,41,5,1,85.37,87.50,17.65,87.50 q2s/sonar,oneR,disctree,Mine,167,41,5,1,73.17,78.26,33.33,75.00 q2s/sonar,bayes,disctree,Mine,166,42,5,2,71.43,73.68,30.43,66.67 q2s/sonar,j48,disctree,Mine,166,42,5,2,66.67,70.59,36.00,57.14 q2s/sonar,nbk,disctree,Mine,166,42,5,2,71.43,73.68,30.43,66.67 q2s/sonar,oneR,disctree,Mine,166,42,5,2,71.43,80.00,33.33,57.14 q2s/sonar,bayes,disctree,Mine,167,41,5,3,73.17,61.54,6.67,94.12 q2s/sonar,j48,disctree,Mine,167,41,5,3,63.41,54.17,23.53,76.47 q2s/sonar,nbk,disctree,Mine,167,41,5,3,73.17,61.54,6.67,94.12 q2s/sonar,oneR,disctree,Mine,167,41,5,3,68.29,59.09,21.05,76.47 q2s/sonar,bayes,disctree,Mine,166,42,5,4,71.43,75.00,35.71,80.77 q2s/sonar,j48,disctree,Mine,166,42,5,4,54.76,70.59,56.00,46.15 q2s/sonar,nbk,disctree,Mine,166,42,5,4,71.43,75.00,35.71,80.77 q2s/sonar,oneR,disctree,Mine,166,42,5,4,73.81,77.78,33.33,80.77 q2s/sonar,bayes,disctree,Mine,167,41,5,5,65.85,68.18,36.84,68.18 q2s/sonar,j48,disctree,Mine,167,41,5,5,68.29,69.57,33.33,72.73 q2s/sonar,nbk,disctree,Mine,167,41,5,5,65.85,68.18,36.84,68.18 q2s/sonar,oneR,disctree,Mine,167,41,5,5,68.29,69.57,33.33,72.73 q2s/sonar,bayes,tbin,Mine,167,41,1,1,68.29,75.00,38.10,65.22 q2s/sonar,j48,tbin,Mine,167,41,1,1,65.85,68.00,37.50,73.91 q2s/sonar,nbk,tbin,Mine,167,41,1,1,68.29,75.00,38.10,65.22 q2s/sonar,oneR,tbin,Mine,167,41,1,1,65.85,66.67,35.71,78.26 q2s/sonar,bayes,tbin,Mine,166,42,1,2,73.81,80.95,33.33,70.83 q2s/sonar,j48,tbin,Mine,166,42,1,2,73.81,78.26,31.58,75.00 q2s/sonar,nbk,tbin,Mine,166,42,1,2,73.81,80.95,33.33,70.83 q2s/sonar,oneR,tbin,Mine,166,42,1,2,78.57,80.00,23.53,83.33 q2s/sonar,bayes,tbin,Mine,167,41,1,3,80.49,85.71,25.00,78.26 q2s/sonar,j48,tbin,Mine,167,41,1,3,80.49,80.00,18.75,86.96 q2s/sonar,nbk,tbin,Mine,167,41,1,3,80.49,85.71,25.00,78.26 q2s/sonar,oneR,tbin,Mine,167,41,1,3,78.05,85.00,28.57,73.91 q2s/sonar,bayes,tbin,Mine,166,42,1,4,80.95,73.91,10.53,89.47 q2s/sonar,j48,tbin,Mine,166,42,1,4,66.67,63.16,30.43,63.16 q2s/sonar,nbk,tbin,Mine,166,42,1,4,80.95,73.91,10.53,89.47 q2s/sonar,oneR,tbin,Mine,166,42,1,4,69.05,65.00,27.27,68.42 q2s/sonar,bayes,tbin,Mine,167,41,1,5,73.17,69.23,20.00,85.71 q2s/sonar,j48,tbin,Mine,167,41,1,5,73.17,72.73,26.32,76.19 q2s/sonar,nbk,tbin,Mine,167,41,1,5,73.17,69.23,20.00,85.71 q2s/sonar,oneR,tbin,Mine,167,41,1,5,73.17,70.83,23.53,80.95 q2s/sonar,bayes,tbin,Mine,167,41,2,1,73.17,84.21,36.36,66.67 q2s/sonar,j48,tbin,Mine,167,41,2,1,63.41,71.43,45.00,62.50 q2s/sonar,nbk,tbin,Mine,167,41,2,1,73.17,84.21,36.36,66.67 q2s/sonar,oneR,tbin,Mine,167,41,2,1,75.61,76.92,26.67,83.33 q2s/sonar,bayes,tbin,Mine,166,42,2,2,78.57,82.35,24.00,70.00 q2s/sonar,j48,tbin,Mine,166,42,2,2,69.05,76.92,34.48,50.00 q2s/sonar,nbk,tbin,Mine,166,42,2,2,78.57,82.35,24.00,70.00 q2s/sonar,oneR,tbin,Mine,166,42,2,2,71.43,72.22,29.17,65.00 q2s/sonar,bayes,tbin,Mine,167,41,2,3,85.37,80.77,6.67,95.45 q2s/sonar,j48,tbin,Mine,167,41,2,3,73.17,72.00,25.00,81.82 q2s/sonar,nbk,tbin,Mine,167,41,2,3,85.37,80.77,6.67,95.45 q2s/sonar,oneR,tbin,Mine,167,41,2,3,73.17,70.37,21.43,86.36 q2s/sonar,bayes,tbin,Mine,166,42,2,4,61.90,56.52,31.58,68.42 q2s/sonar,j48,tbin,Mine,166,42,2,4,59.52,53.85,31.25,73.68 q2s/sonar,nbk,tbin,Mine,166,42,2,4,61.90,56.52,31.58,68.42 q2s/sonar,oneR,tbin,Mine,166,42,2,4,54.76,50.00,33.33,78.95 q2s/sonar,bayes,tbin,Mine,167,41,2,5,80.49,84.62,26.67,84.62 q2s/sonar,j48,tbin,Mine,167,41,2,5,63.41,73.91,50.00,65.38 q2s/sonar,nbk,tbin,Mine,167,41,2,5,80.49,84.62,26.67,84.62 q2s/sonar,oneR,tbin,Mine,167,41,2,5,68.29,78.26,44.44,69.23 q2s/sonar,bayes,tbin,Mine,167,41,3,1,87.80,91.30,16.67,87.50 q2s/sonar,j48,tbin,Mine,167,41,3,1,68.29,78.95,40.91,62.50 q2s/sonar,nbk,tbin,Mine,167,41,3,1,87.80,91.30,16.67,87.50 q2s/sonar,oneR,tbin,Mine,167,41,3,1,65.85,77.78,43.48,58.33 q2s/sonar,bayes,tbin,Mine,166,42,3,2,73.81,78.95,30.43,68.18 q2s/sonar,j48,tbin,Mine,166,42,3,2,57.14,60.00,45.45,54.55 q2s/sonar,nbk,tbin,Mine,166,42,3,2,73.81,78.95,30.43,68.18 q2s/sonar,oneR,tbin,Mine,166,42,3,2,50.00,51.72,53.85,68.18 q2s/sonar,bayes,tbin,Mine,167,41,3,3,87.80,90.91,15.79,86.96 q2s/sonar,j48,tbin,Mine,167,41,3,3,70.73,70.37,28.57,82.61 q2s/sonar,nbk,tbin,Mine,167,41,3,3,87.80,90.91,15.79,86.96 q2s/sonar,oneR,tbin,Mine,167,41,3,3,70.73,70.37,28.57,82.61 q2s/sonar,bayes,tbin,Mine,166,42,3,4,66.67,64.00,29.41,76.19 q2s/sonar,j48,tbin,Mine,166,42,3,4,64.29,65.00,36.36,61.90 q2s/sonar,nbk,tbin,Mine,166,42,3,4,66.67,64.00,29.41,76.19 q2s/sonar,oneR,tbin,Mine,166,42,3,4,64.29,63.64,35.00,66.67 q2s/sonar,bayes,tbin,Mine,167,41,3,5,70.73,71.43,30.00,71.43 q2s/sonar,j48,tbin,Mine,167,41,3,5,73.17,67.86,15.38,90.48 q2s/sonar,nbk,tbin,Mine,167,41,3,5,70.73,71.43,30.00,71.43 q2s/sonar,oneR,tbin,Mine,167,41,3,5,75.61,68.97,8.33,95.24 q2s/sonar,bayes,tbin,Mine,167,41,4,1,80.49,89.47,27.27,73.91 q2s/sonar,j48,tbin,Mine,167,41,4,1,60.98,66.67,45.00,60.87 q2s/sonar,nbk,tbin,Mine,167,41,4,1,80.49,89.47,27.27,73.91 q2s/sonar,oneR,tbin,Mine,167,41,4,1,70.73,73.91,33.33,73.91 q2s/sonar,bayes,tbin,Mine,166,42,4,2,78.57,75.00,14.29,91.30 q2s/sonar,j48,tbin,Mine,166,42,4,2,69.05,70.83,33.33,73.91 q2s/sonar,nbk,tbin,Mine,166,42,4,2,78.57,75.00,14.29,91.30 q2s/sonar,oneR,tbin,Mine,166,42,4,2,76.19,74.07,20.00,86.96 q2s/sonar,bayes,tbin,Mine,167,41,4,3,82.93,84.00,18.75,87.50 q2s/sonar,j48,tbin,Mine,167,41,4,3,70.73,73.08,33.33,79.17 q2s/sonar,nbk,tbin,Mine,167,41,4,3,82.93,84.00,18.75,87.50 q2s/sonar,oneR,tbin,Mine,167,41,4,3,73.17,78.26,33.33,75.00 q2s/sonar,bayes,tbin,Mine,166,42,4,4,69.05,72.00,35.29,75.00 q2s/sonar,j48,tbin,Mine,166,42,4,4,59.52,65.22,47.37,62.50 q2s/sonar,nbk,tbin,Mine,166,42,4,4,69.05,72.00,35.29,75.00 q2s/sonar,oneR,tbin,Mine,166,42,4,4,71.43,73.08,31.25,79.17 q2s/sonar,bayes,tbin,Mine,167,41,4,5,75.61,68.42,18.18,76.47 q2s/sonar,j48,tbin,Mine,167,41,4,5,68.29,59.09,21.05,76.47 q2s/sonar,nbk,tbin,Mine,167,41,4,5,75.61,68.42,18.18,76.47 q2s/sonar,oneR,tbin,Mine,167,41,4,5,65.85,57.89,27.27,64.71 q2s/sonar,bayes,tbin,Mine,167,41,5,1,75.61,68.18,15.79,83.33 q2s/sonar,j48,tbin,Mine,167,41,5,1,65.85,60.00,28.57,66.67 q2s/sonar,nbk,tbin,Mine,167,41,5,1,75.61,68.18,15.79,83.33 q2s/sonar,oneR,tbin,Mine,167,41,5,1,75.61,70.00,19.05,77.78 q2s/sonar,bayes,tbin,Mine,166,42,5,2,78.57,78.95,21.74,75.00 q2s/sonar,j48,tbin,Mine,166,42,5,2,69.05,66.67,28.57,70.00 q2s/sonar,nbk,tbin,Mine,166,42,5,2,78.57,78.95,21.74,75.00 q2s/sonar,oneR,tbin,Mine,166,42,5,2,76.19,70.83,16.67,85.00 q2s/sonar,bayes,tbin,Mine,167,41,5,3,78.05,75.00,17.65,85.71 q2s/sonar,j48,tbin,Mine,167,41,5,3,75.61,68.97,8.33,95.24 q2s/sonar,nbk,tbin,Mine,167,41,5,3,78.05,75.00,17.65,85.71 q2s/sonar,oneR,tbin,Mine,167,41,5,3,68.29,68.18,31.58,71.43 q2s/sonar,bayes,tbin,Mine,166,42,5,4,71.43,73.08,31.25,79.17 q2s/sonar,j48,tbin,Mine,166,42,5,4,71.43,70.00,25.00,87.50 q2s/sonar,nbk,tbin,Mine,166,42,5,4,71.43,73.08,31.25,79.17 q2s/sonar,oneR,tbin,Mine,166,42,5,4,69.05,67.74,27.27,87.50 q2s/sonar,bayes,tbin,Mine,167,41,5,5,80.49,91.30,33.33,77.78 q2s/sonar,j48,tbin,Mine,167,41,5,5,70.73,89.47,45.45,62.96 q2s/sonar,nbk,tbin,Mine,167,41,5,5,80.49,91.30,33.33,77.78 q2s/sonar,oneR,tbin,Mine,167,41,5,5,75.61,81.48,35.71,81.48 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,1,85.37,84.00,12.50,91.30 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,1,78.05,85.00,28.57,73.91 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,1,85.37,84.00,12.50,91.30 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,1,78.05,76.92,20.00,86.96 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,2,78.57,78.57,21.43,88.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,2,78.57,76.67,16.67,92.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,2,78.57,78.57,21.43,88.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,2,69.05,71.43,35.71,80.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,3,85.37,90.00,19.05,81.82 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,3,75.61,83.33,30.43,68.18 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,3,85.37,90.00,19.05,81.82 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,3,73.17,73.91,27.78,77.27 q2s/sonar,bayes,fayyadIrani,Mine,166,42,1,4,92.86,90.00,4.55,94.74 q2s/sonar,j48,fayyadIrani,Mine,166,42,1,4,88.10,81.82,5.00,94.74 q2s/sonar,nbk,fayyadIrani,Mine,166,42,1,4,92.86,90.00,4.55,94.74 q2s/sonar,oneR,fayyadIrani,Mine,166,42,1,4,69.05,62.50,22.22,78.95 q2s/sonar,bayes,fayyadIrani,Mine,167,41,1,5,82.93,82.61,16.67,86.36 q2s/sonar,j48,fayyadIrani,Mine,167,41,1,5,78.05,78.26,22.22,81.82 q2s/sonar,nbk,fayyadIrani,Mine,167,41,1,5,82.93,82.61,16.67,86.36 q2s/sonar,oneR,fayyadIrani,Mine,167,41,1,5,70.73,70.83,29.41,77.27 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,1,90.24,95.00,14.29,86.36 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,1,80.49,79.17,17.65,86.36 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,1,90.24,95.00,14.29,86.36 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,1,82.93,82.61,16.67,86.36 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,2,73.81,73.08,25.00,82.61 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,2,76.19,78.26,26.32,78.26 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,2,73.81,73.08,25.00,82.61 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,2,64.29,66.67,38.89,69.57 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,3,87.80,88.00,12.50,91.67 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,3,80.49,80.77,20.00,87.50 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,3,87.80,88.00,12.50,91.67 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,3,82.93,81.48,14.29,91.67 q2s/sonar,bayes,fayyadIrani,Mine,166,42,2,4,88.10,77.27,0.00,100.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,2,4,69.05,57.14,7.14,94.12 q2s/sonar,nbk,fayyadIrani,Mine,166,42,2,4,88.10,77.27,0.00,100.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,2,4,73.81,62.50,11.11,88.24 q2s/sonar,bayes,fayyadIrani,Mine,167,41,2,5,85.37,91.30,22.22,84.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,2,5,78.05,83.33,29.41,80.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,2,5,85.37,91.30,22.22,84.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,2,5,78.05,86.36,31.58,76.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,1,87.80,92.31,20.00,88.89 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,1,78.05,95.00,38.10,70.37 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,1,87.80,92.31,20.00,88.89 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,1,78.05,84.62,33.33,81.48 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,2,83.33,89.47,21.74,77.27 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,2,69.05,80.00,37.04,54.55 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,2,83.33,89.47,21.74,77.27 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,2,69.05,73.68,34.78,63.64 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,3,80.49,76.00,12.50,90.48 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,3,75.61,72.00,18.75,85.71 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,3,80.49,76.00,12.50,90.48 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,3,65.85,62.96,28.57,80.95 q2s/sonar,bayes,fayyadIrani,Mine,166,42,3,4,83.33,76.00,5.88,95.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,3,4,76.19,70.83,16.67,85.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,3,4,83.33,76.00,5.88,95.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,3,4,52.38,50.00,41.67,75.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,3,5,87.80,86.36,10.53,90.48 q2s/sonar,j48,fayyadIrani,Mine,167,41,3,5,75.61,92.31,32.14,57.14 q2s/sonar,nbk,fayyadIrani,Mine,167,41,3,5,87.80,86.36,10.53,90.48 q2s/sonar,oneR,fayyadIrani,Mine,167,41,3,5,92.68,87.50,0.00,100.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,1,82.93,80.95,15.00,85.00 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,1,75.61,69.23,13.33,90.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,1,82.93,80.95,15.00,85.00 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,1,73.17,71.43,25.00,75.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,2,92.86,95.45,10.00,91.30 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,2,85.71,84.00,11.76,91.30 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,2,92.86,95.45,10.00,91.30 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,2,83.33,80.77,12.50,91.30 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,3,82.93,81.48,14.29,91.67 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,3,70.73,75.00,35.29,75.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,3,82.93,81.48,14.29,91.67 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,3,65.85,69.23,40.00,75.00 q2s/sonar,bayes,fayyadIrani,Mine,166,42,4,4,85.71,81.82,10.00,90.00 q2s/sonar,j48,fayyadIrani,Mine,166,42,4,4,83.33,88.24,20.00,75.00 q2s/sonar,nbk,fayyadIrani,Mine,166,42,4,4,85.71,81.82,10.00,90.00 q2s/sonar,oneR,fayyadIrani,Mine,166,42,4,4,76.19,70.83,16.67,85.00 q2s/sonar,bayes,fayyadIrani,Mine,167,41,4,5,82.93,86.36,21.05,82.61 q2s/sonar,j48,fayyadIrani,Mine,167,41,4,5,70.73,73.91,33.33,73.91 q2s/sonar,nbk,fayyadIrani,Mine,167,41,4,5,82.93,86.36,21.05,82.61 q2s/sonar,oneR,fayyadIrani,Mine,167,41,4,5,70.73,72.00,31.25,78.26 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,1,82.93,71.43,5.00,93.75 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,1,80.49,75.00,16.00,75.00 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,1,82.93,71.43,5.00,93.75 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,1,73.17,60.87,11.11,87.50 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,2,92.86,100.00,13.64,86.96 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,2,83.33,94.44,25.00,73.91 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,2,92.86,100.00,13.64,86.96 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,2,76.19,80.95,28.57,73.91 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,3,80.49,80.00,18.75,86.96 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,3,68.29,75.00,38.10,65.22 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,3,80.49,80.00,18.75,86.96 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,3,78.05,76.92,20.00,86.96 q2s/sonar,bayes,fayyadIrani,Mine,166,42,5,4,83.33,80.00,11.76,90.91 q2s/sonar,j48,fayyadIrani,Mine,166,42,5,4,73.81,72.00,23.53,81.82 q2s/sonar,nbk,fayyadIrani,Mine,166,42,5,4,83.33,80.00,11.76,90.91 q2s/sonar,oneR,fayyadIrani,Mine,166,42,5,4,71.43,72.73,30.00,72.73 q2s/sonar,bayes,fayyadIrani,Mine,167,41,5,5,85.37,88.46,20.00,88.46 q2s/sonar,j48,fayyadIrani,Mine,167,41,5,5,80.49,87.50,29.41,80.77 q2s/sonar,nbk,fayyadIrani,Mine,167,41,5,5,85.37,88.46,20.00,88.46 q2s/sonar,oneR,fayyadIrani,Mine,167,41,5,5,80.49,82.14,23.08,88.46 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/soybean,bayes,cat,charcoal-rot,547,136,1,1,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,1,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,1,41.18,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,2,89.78,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,2,92.70,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,2,89.78,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,2,34.31,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,3,87.50,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,3,38.24,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,1,4,91.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,1,4,91.24,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,1,4,35.77,0.00,50.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,1,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,1,5,85.29,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,1,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,1,5,36.76,0.00,75.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,1,95.59,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,1,91.91,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,1,95.59,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,1,35.29,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,2,39.42,0.00,70.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,3,83.82,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,3,44.85,0.00,50.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,2,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,2,4,92.70,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,2,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,2,4,34.31,0.00,66.67,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,2,5,91.91,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,2,5,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,2,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,2,5,36.03,27.27,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,1,38.97,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,2,90.51,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,2,90.51,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,2,39.42,20.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,3,90.44,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,3,93.38,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,3,90.44,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,3,40.44,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,3,4,94.89,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,3,4,94.16,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,3,4,94.89,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,3,4,40.88,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,3,5,91.18,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,3,5,90.44,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,3,5,91.18,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,3,5,32.35,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,4,1,42.65,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,4,2,92.70,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,4,2,86.86,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,4,2,92.70,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,4,2,33.58,0.00,57.14,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,4,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,4,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,4,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,4,3,30.15,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,545,137,4,4,93.43,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,545,137,4,4,94.16,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,545,137,4,4,93.43,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,545,137,4,4,43.80,40.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,136,4,5,88.97,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,136,4,5,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,136,4,5,88.97,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,136,4,5,36.03,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,1,88.97,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,1,88.24,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,1,88.97,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,1,33.09,40.00,0.00,100.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,2,94.89,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,2,94.16,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,2,94.89,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,2,38.69,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,3,88.97,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,3,38.97,0.00,85.71,0.00 q2s/soybean,bayes,cat,charcoal-rot,546,137,5,4,86.86,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,546,137,5,4,83.21,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,546,137,5,4,86.86,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,546,137,5,4,33.58,0.00,0.00,0.00 q2s/soybean,bayes,cat,charcoal-rot,547,136,5,5,96.32,100.00,0.00,100.00 q2s/soybean,j48,cat,charcoal-rot,547,136,5,5,94.12,100.00,0.00,100.00 q2s/soybean,nbk,cat,charcoal-rot,547,136,5,5,96.32,100.00,0.00,100.00 q2s/soybean,oneR,cat,charcoal-rot,547,136,5,5,44.12,40.00,0.00,100.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,1,89.71,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,1,85.29,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,1,89.71,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,1,36.03,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,2,94.89,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,2,96.35,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,2,94.89,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,2,43.07,30.00,0.00,100.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,3,94.12,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,3,91.18,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,3,94.12,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,3,44.12,0.00,70.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,546,137,1,4,93.43,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,546,137,1,4,93.43,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,546,137,1,4,35.77,0.00,0.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,1,5,88.97,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,1,5,91.18,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,1,5,88.97,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,1,5,37.50,0.00,100.00,0.00 q2s/soybean,bayes,disctree,charcoal-rot,547,136,2,1,94.85,100.00,0.00,100.00 q2s/soybean,j48,disctree,charcoal-rot,547,136,2,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,disctree,charcoal-rot,547,136,2,1,94.85,100.00,0.00,100.00 q2s/soybean,oneR,disctree,charcoal-rot,547,136,2,1,38.24,0.00,0.00,0.00 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q2s/soybean,nbk,tbin,charcoal-rot,547,136,3,5,93.38,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,3,5,35.29,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,1,88.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,1,91.18,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,1,41.18,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,4,2,94.89,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,4,2,94.16,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,4,2,94.89,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,4,2,35.04,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,3,91.18,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,3,88.24,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,3,91.18,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,3,36.76,25.00,0.00,100.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,4,4,94.16,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,4,4,94.16,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,4,4,36.50,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,4,5,91.91,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,4,5,87.50,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,4,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,4,5,40.44,0.00,50.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,1,96.32,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,1,94.12,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,1,96.32,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,1,35.29,0.00,61.54,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,2,91.97,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,2,91.24,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,2,42.34,0.00,75.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,3,84.56,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,3,91.91,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,3,41.18,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,546,137,5,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,546,137,5,4,89.05,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,546,137,5,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,546,137,5,4,39.42,0.00,0.00,0.00 q2s/soybean,bayes,tbin,charcoal-rot,547,136,5,5,88.97,100.00,0.00,100.00 q2s/soybean,j48,tbin,charcoal-rot,547,136,5,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,tbin,charcoal-rot,547,136,5,5,88.97,100.00,0.00,100.00 q2s/soybean,oneR,tbin,charcoal-rot,547,136,5,5,32.35,16.67,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,1,91.91,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,1,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,1,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,1,31.62,0.00,71.43,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,2,91.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,2,93.43,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,2,91.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,2,42.34,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,3,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,3,88.24,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,3,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,3,34.56,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,1,4,92.70,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,1,4,90.51,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,1,4,36.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,1,5,94.85,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,1,5,96.32,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,1,5,94.85,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,1,5,36.76,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,1,91.18,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,1,42.65,0.00,100.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,2,89.78,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,2,90.51,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,2,89.78,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,2,36.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,3,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,3,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,3,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,3,38.24,37.50,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,2,4,92.70,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,2,4,87.59,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,2,4,92.70,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,2,4,30.66,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,2,5,92.65,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,2,5,91.91,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,2,5,92.65,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,2,5,41.18,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,3,1,87.50,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,3,1,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,3,1,41.18,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,3,2,93.43,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,3,2,93.43,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,3,2,93.43,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,3,2,40.88,0.00,75.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,3,3,93.38,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,3,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,3,3,93.38,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,3,3,33.09,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,3,4,93.43,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,3,4,93.43,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,3,4,93.43,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,3,4,35.77,0.00,66.67,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,3,5,88.97,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,3,5,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,3,5,88.97,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,3,5,41.91,37.50,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,1,94.85,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,1,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,1,37.50,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,4,2,94.89,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,4,2,94.89,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,4,2,94.89,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,4,2,40.88,0.00,66.67,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,3,89.71,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,3,89.71,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,3,89.71,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,3,36.03,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,545,137,4,4,91.24,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,545,137,4,4,91.97,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,545,137,4,4,91.24,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,545,137,4,4,37.96,0.00,50.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,136,4,5,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,136,4,5,90.44,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,136,4,5,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,136,4,5,36.03,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,1,95.59,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,1,94.12,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,1,95.59,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,1,44.12,0.00,0.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,2,94.16,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,2,89.05,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,2,94.16,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,546,137,5,2,30.66,44.44,0.00,100.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,547,136,5,3,94.12,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,547,136,5,3,86.03,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,3,94.12,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,3,41.91,0.00,60.00,0.00 q2s/soybean,bayes,fayyadIrani,charcoal-rot,546,137,5,4,86.86,100.00,0.00,100.00 q2s/soybean,j48,fayyadIrani,charcoal-rot,546,137,5,4,86.13,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,546,137,5,4,86.86,100.00,0.00,100.00 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,547,136,5,5,92.65,100.00,0.00,100.00 q2s/soybean,nbk,fayyadIrani,charcoal-rot,547,136,5,5,91.91,100.00,0.00,100.00 q2s/soybean,oneR,fayyadIrani,charcoal-rot,547,136,5,5,40.44,40.00,0.00,100.00 /home/donaldb/var/weka/xval.26851 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision q2s/splice,bayes,cat,IE,2549,637,1,1,96.23,98.68,1.96,98.03 q2s/splice,j48,cat,IE,2549,637,1,1,94.66,99.30,5.06,94.67 q2s/splice,nbk,cat,IE,2549,637,1,1,96.23,98.68,1.96,98.03 q2s/splice,oneR,cat,IE,2549,637,1,1,24.80,100.00,49.68,1.28 q2s/splice,bayes,cat,IE,2548,638,1,2,95.45,96.84,2.03,98.08 q2s/splice,j48,cat,IE,2548,638,1,2,91.38,97.20,7.64,92.05 q2s/splice,nbk,cat,IE,2548,638,1,2,95.45,96.84,2.03,98.08 q2s/splice,oneR,cat,IE,2548,638,1,2,24.76,100.00,50.16,2.52 q2s/splice,bayes,cat,IE,2548,638,1,3,94.98,94.89,1.39,98.48 q2s/splice,j48,cat,IE,2548,638,1,3,92.63,96.15,5.23,93.98 q2s/splice,nbk,cat,IE,2548,638,1,3,94.98,94.89,1.39,98.48 q2s/splice,oneR,cat,IE,2548,638,1,3,24.61,100.00,46.74,1.45 q2s/splice,bayes,cat,IE,2548,638,1,4,95.14,99.34,2.33,98.04 q2s/splice,j48,cat,IE,2548,638,1,4,95.61,98.09,3.01,97.47 q2s/splice,nbk,cat,IE,2548,638,1,4,95.14,99.34,2.33,98.04 q2s/splice,oneR,cat,IE,2548,638,1,4,21.47,100.00,53.95,1.88 q2s/splice,bayes,cat,IE,2551,635,1,5,95.43,95.48,1.27,98.67 q2s/splice,j48,cat,IE,2551,635,1,5,95.12,98.64,2.40,97.32 q2s/splice,nbk,cat,IE,2551,635,1,5,95.43,95.48,1.27,98.67 q2s/splice,oneR,cat,IE,2551,635,1,5,26.14,100.00,48.28,0.65 q2s/splice,bayes,cat,IE,2545,637,2,1,96.08,97.20,2.24,97.89 q2s/splice,j48,cat,IE,2545,637,2,1,94.35,96.45,4.38,95.77 q2s/splice,nbk,cat,IE,2545,637,2,1,96.08,97.20,2.24,97.89 q2s/splice,oneR,cat,IE,2545,637,2,1,21.82,100.00,51.06,0.69 q2s/splice,bayes,cat,IE,2544,638,2,2,94.20,96.73,1.50,98.67 q2s/splice,j48,cat,IE,2544,638,2,2,92.16,100.00,11.69,88.16 q2s/splice,nbk,cat,IE,2544,638,2,2,94.20,96.73,1.50,98.67 q2s/splice,oneR,cat,IE,2544,638,2,2,22.26,100.00,52.54,1.27 q2s/splice,bayes,cat,IE,2544,638,2,3,94.98,96.69,1.28,98.65 q2s/splice,j48,cat,IE,2544,638,2,3,93.73,97.92,4.22,95.27 q2s/splice,nbk,cat,IE,2544,638,2,3,94.98,96.69,1.28,98.65 q2s/splice,oneR,cat,IE,2544,638,2,3,26.80,100.00,46.98,2.63 q2s/splice,bayes,cat,IE,2544,638,2,4,94.36,96.82,3.70,96.20 q2s/splice,j48,cat,IE,2544,638,2,4,93.73,98.00,5.95,93.63 q2s/splice,nbk,cat,IE,2544,638,2,4,94.36,96.82,3.70,96.20 q2s/splice,oneR,cat,IE,2544,638,2,4,26.18,0.00,49.39,0.00 q2s/splice,bayes,cat,IE,2551,631,2,5,96.20,97.28,0.00,100.00 q2s/splice,j48,cat,IE,2551,631,2,5,94.29,97.18,4.64,95.17 q2s/splice,nbk,cat,IE,2551,631,2,5,96.20,97.28,0.00,100.00 q2s/splice,oneR,cat,IE,2551,631,2,5,24.25,100.00,49.32,2.01 q2s/splice,bayes,cat,IE,2548,637,3,1,96.08,97.89,0.67,99.29 q2s/splice,j48,cat,IE,2548,637,3,1,95.13,97.06,4.49,94.96 q2s/splice,nbk,cat,IE,2548,637,3,1,96.08,97.89,0.67,99.29 q2s/splice,oneR,cat,IE,2548,637,3,1,24.49,0.00,48.00,0.00 q2s/splice,bayes,cat,IE,2547,638,3,2,95.45,95.52,2.29,97.71 q2s/splice,j48,cat,IE,2547,638,3,2,93.10,98.41,3.65,96.12 q2s/splice,nbk,cat,IE,2547,638,3,2,95.45,95.52,2.29,97.71 q2s/splice,oneR,cat,IE,2547,638,3,2,21.94,100.00,48.90,0.75 q2s/splice,bayes,cat,IE,2547,638,3,3,95.30,97.24,2.04,97.92 q2s/splice,j48,cat,IE,2547,638,3,3,95.30,99.30,5.19,94.63 q2s/splice,nbk,cat,IE,2547,638,3,3,95.30,97.24,2.04,97.92 q2s/splice,oneR,cat,IE,2547,638,3,3,24.14,100.00,49.67,1.32 q2s/splice,bayes,cat,IE,2547,638,3,4,95.14,94.67,1.85,98.16 q2s/splice,j48,cat,IE,2547,638,3,4,94.04,98.10,4.55,95.09 q2s/splice,nbk,cat,IE,2547,638,3,4,95.14,94.67,1.85,98.16 q2s/splice,oneR,cat,IE,2547,638,3,4,27.43,100.00,48.66,1.20 q2s/splice,bayes,cat,IE,2551,634,3,5,96.06,98.77,3.45,96.99 q2s/splice,j48,cat,IE,2551,634,3,5,92.27,98.06,9.15,91.57 q2s/splice,nbk,cat,IE,2551,634,3,5,96.06,98.77,3.45,96.99 q2s/splice,oneR,cat,IE,2551,634,3,5,23.34,100.00,53.67,1.75 q2s/splice,bayes,cat,IE,2547,637,4,1,95.76,96.23,0.62,99.35 q2s/splice,j48,cat,IE,2547,637,4,1,92.46,100.00,11.17,86.00 q2s/splice,nbk,cat,IE,2547,637,4,1,95.76,96.23,0.62,99.35 q2s/splice,oneR,cat,IE,2547,637,4,1,27.47,100.00,47.58,1.26 q2s/splice,bayes,cat,IE,2546,638,4,2,96.08,98.73,1.56,98.73 q2s/splice,j48,cat,IE,2546,638,4,2,93.42,97.47,3.03,97.47 q2s/splice,nbk,cat,IE,2546,638,4,2,96.08,98.73,1.56,98.73 q2s/splice,oneR,cat,IE,2546,638,4,2,21.32,100.00,54.27,1.24 q2s/splice,bayes,cat,IE,2546,638,4,3,95.77,97.10,3.77,95.71 q2s/splice,j48,cat,IE,2546,638,4,3,93.42,97.06,6.21,92.96 q2s/splice,nbk,cat,IE,2546,638,4,3,95.77,97.10,3.77,95.71 q2s/splice,oneR,cat,IE,2546,638,4,3,25.24,100.00,47.19,0.69 q2s/splice,bayes,cat,IE,2546,638,4,4,94.51,94.74,0.73,99.31 q2s/splice,j48,cat,IE,2546,638,4,4,92.48,94.52,4.90,95.17 q2s/splice,nbk,cat,IE,2546,638,4,4,94.51,94.74,0.73,99.31 q2s/splice,oneR,cat,IE,2546,638,4,4,23.51,100.00,50.67,1.30 q2s/splice,bayes,cat,IE,2551,633,4,5,94.63,97.86,2.72,97.16 q2s/splice,j48,cat,IE,2551,633,4,5,95.42,100.00,4.49,95.17 q2s/splice,nbk,cat,IE,2551,633,4,5,94.63,97.86,2.72,97.16 q2s/splice,oneR,cat,IE,2551,633,4,5,23.85,100.00,49.32,0.68 q2s/splice,bayes,cat,IE,2550,637,5,1,94.19,96.00,3.55,96.64 q2s/splice,j48,cat,IE,2550,637,5,1,94.82,100.00,5.19,94.74 q2s/splice,nbk,cat,IE,2550,637,5,1,94.19,96.00,3.55,96.64 q2s/splice,oneR,cat,IE,2550,637,5,1,23.39,100.00,51.32,0.64 q2s/splice,bayes,cat,IE,2549,638,5,2,94.83,96.00,2.80,97.30 q2s/splice,j48,cat,IE,2549,638,5,2,92.79,98.56,4.58,95.14 q2s/splice,nbk,cat,IE,2549,638,5,2,94.83,96.00,2.80,97.30 q2s/splice,oneR,cat,IE,2549,638,5,2,23.82,100.00,49.50,0.67 q2s/splice,bayes,cat,IE,2549,638,5,3,96.08,97.55,1.54,98.76 q2s/splice,j48,cat,IE,2549,638,5,3,93.10,96.15,6.77,94.34 q2s/splice,nbk,cat,IE,2549,638,5,3,96.08,97.55,1.54,98.76 q2s/splice,oneR,cat,IE,2549,638,5,3,21.63,100.00,54.24,1.84 q2s/splice,bayes,cat,IE,2549,638,5,4,95.77,97.35,1.91,98.00 q2s/splice,j48,cat,IE,2549,638,5,4,93.73,99.31,3.70,95.97 q2s/splice,nbk,cat,IE,2549,638,5,4,95.77,97.35,1.91,98.00 q2s/splice,oneR,cat,IE,2549,638,5,4,25.55,100.00,48.89,1.28 q2s/splice,bayes,cat,IE,2551,636,5,5,96.38,97.81,0.61,99.26 q2s/splice,j48,cat,IE,2551,636,5,5,94.81,96.35,2.38,97.06 q2s/splice,nbk,cat,IE,2551,636,5,5,96.38,97.81,0.61,99.26 q2s/splice,oneR,cat,IE,2551,636,5,5,27.36,100.00,44.84,2.11 q2s/splice,bayes,disctree,IE,2548,637,1,1,93.88,96.15,2.01,98.04 q2s/splice,j48,disctree,IE,2548,637,1,1,92.94,96.18,5.23,94.97 q2s/splice,nbk,disctree,IE,2548,637,1,1,93.88,96.15,2.01,98.04 q2s/splice,oneR,disctree,IE,2548,637,1,1,24.96,100.00,50.78,0.61 q2s/splice,bayes,disctree,IE,2547,638,1,2,97.02,98.66,1.48,98.66 q2s/splice,j48,disctree,IE,2547,638,1,2,93.57,98.61,5.71,94.67 q2s/splice,nbk,disctree,IE,2547,638,1,2,97.02,98.66,1.48,98.66 q2s/splice,oneR,disctree,IE,2547,638,1,2,21.94,100.00,52.43,1.95 q2s/splice,bayes,disctree,IE,2547,638,1,3,95.61,96.36,0.73,99.38 q2s/splice,j48,disctree,IE,2547,638,1,3,93.42,96.75,6.00,94.30 q2s/splice,nbk,disctree,IE,2547,638,1,3,95.61,96.36,0.73,99.38 q2s/splice,oneR,disctree,IE,2547,638,1,3,23.35,100.00,52.41,0.61 q2s/splice,bayes,disctree,IE,2547,638,1,4,96.39,98.52,1.23,98.52 q2s/splice,j48,disctree,IE,2547,638,1,4,94.51,96.88,4.76,93.94 q2s/splice,nbk,disctree,IE,2547,638,1,4,96.39,98.52,1.23,98.52 q2s/splice,oneR,disctree,IE,2547,638,1,4,26.65,100.00,44.52,2.19 q2s/splice,bayes,disctree,IE,2551,634,1,5,94.16,95.97,1.41,98.62 q2s/splice,j48,disctree,IE,2551,634,1,5,95.27,98.63,1.33,98.63 q2s/splice,nbk,disctree,IE,2551,634,1,5,94.16,95.97,1.41,98.62 q2s/splice,oneR,disctree,IE,2551,634,1,5,24.76,100.00,48.48,2.70 q2s/splice,bayes,disctree,IE,2546,637,2,1,94.82,94.66,2.48,96.88 q2s/splice,j48,disctree,IE,2546,637,2,1,93.09,97.66,4.62,93.98 q2s/splice,nbk,disctree,IE,2546,637,2,1,94.82,94.66,2.48,96.88 q2s/splice,oneR,disctree,IE,2546,637,2,1,27.16,100.00,43.61,0.75 q2s/splice,bayes,disctree,IE,2545,638,2,2,95.45,96.08,2.60,97.35 q2s/splice,j48,disctree,IE,2545,638,2,2,94.20,96.71,5.03,94.84 q2s/splice,nbk,disctree,IE,2545,638,2,2,95.45,96.08,2.60,97.35 q2s/splice,oneR,disctree,IE,2545,638,2,2,25.55,100.00,48.89,1.28 q2s/splice,bayes,disctree,IE,2545,638,2,3,96.08,95.10,1.40,98.55 q2s/splice,j48,disctree,IE,2545,638,2,3,92.48,91.37,2.84,96.95 q2s/splice,nbk,disctree,IE,2545,638,2,3,96.08,95.10,1.40,98.55 q2s/splice,oneR,disctree,IE,2545,638,2,3,23.82,100.00,48.26,2.11 q2s/splice,bayes,disctree,IE,2545,638,2,4,95.30,98.77,1.45,98.77 q2s/splice,j48,disctree,IE,2545,638,2,4,91.85,97.33,8.67,91.82 q2s/splice,nbk,disctree,IE,2545,638,2,4,95.30,98.77,1.45,98.77 q2s/splice,oneR,disctree,IE,2545,638,2,4,23.04,100.00,53.55,1.78 q2s/splice,bayes,disctree,IE,2551,632,2,5,95.73,99.37,1.50,98.74 q2s/splice,j48,disctree,IE,2551,632,2,5,93.20,100.00,8.67,91.88 q2s/splice,nbk,disctree,IE,2551,632,2,5,95.73,99.37,1.50,98.74 q2s/splice,oneR,disctree,IE,2551,632,2,5,22.31,100.00,53.69,1.84 q2s/splice,bayes,disctree,IE,2549,637,3,1,94.82,98.51,1.95,97.78 q2s/splice,j48,disctree,IE,2549,637,3,1,94.03,99.22,4.91,94.07 q2s/splice,nbk,disctree,IE,2549,637,3,1,94.82,98.51,1.95,97.78 q2s/splice,oneR,disctree,IE,2549,637,3,1,25.75,100.00,46.15,2.13 q2s/splice,bayes,disctree,IE,2548,638,3,2,94.20,94.89,3.47,96.30 q2s/splice,j48,disctree,IE,2548,638,3,2,93.26,97.01,5.26,94.20 q2s/splice,nbk,disctree,IE,2548,638,3,2,94.20,94.89,3.47,96.30 q2s/splice,oneR,disctree,IE,2548,638,3,2,23.98,100.00,47.75,1.43 q2s/splice,bayes,disctree,IE,2548,638,3,3,95.45,96.55,2.48,97.22 q2s/splice,j48,disctree,IE,2548,638,3,3,94.98,97.93,2.42,97.26 q2s/splice,nbk,disctree,IE,2548,638,3,3,95.45,96.55,2.48,97.22 q2s/splice,oneR,disctree,IE,2548,638,3,3,26.33,100.00,46.98,0.67 q2s/splice,bayes,disctree,IE,2548,638,3,4,95.92,98.17,0.78,99.38 q2s/splice,j48,disctree,IE,2548,638,3,4,94.20,99.34,5.84,94.97 q2s/splice,nbk,disctree,IE,2548,638,3,4,95.92,98.17,0.78,99.38 q2s/splice,oneR,disctree,IE,2548,638,3,4,21.32,100.00,55.37,1.79 q2s/splice,bayes,disctree,IE,2551,635,3,5,96.54,95.93,0.68,99.40 q2s/splice,j48,disctree,IE,2551,635,3,5,95.43,99.37,4.38,95.73 q2s/splice,nbk,disctree,IE,2551,635,3,5,96.54,95.93,0.68,99.40 q2s/splice,oneR,disctree,IE,2551,635,3,5,24.41,100.00,52.02,0.60 q2s/splice,bayes,disctree,IE,2552,637,4,1,94.35,96.25,1.50,98.72 q2s/splice,j48,disctree,IE,2552,637,4,1,92.31,96.03,7.59,92.95 q2s/splice,nbk,disctree,IE,2552,637,4,1,94.35,96.25,1.50,98.72 q2s/splice,oneR,disctree,IE,2552,637,4,1,22.76,100.00,52.48,0.62 q2s/splice,bayes,disctree,IE,2551,638,4,2,95.45,98.35,2.40,96.75 q2s/splice,j48,disctree,IE,2551,638,4,2,93.57,96.80,3.03,96.03 q2s/splice,nbk,disctree,IE,2551,638,4,2,95.45,98.35,2.40,96.75 q2s/splice,oneR,disctree,IE,2551,638,4,2,26.65,0.00,43.14,0.00 q2s/splice,bayes,disctree,IE,2551,638,4,3,95.92,97.55,1.46,98.76 q2s/splice,j48,disctree,IE,2551,638,4,3,94.67,95.51,8.44,91.98 q2s/splice,nbk,disctree,IE,2551,638,4,3,95.92,97.55,1.46,98.76 q2s/splice,oneR,disctree,IE,2551,638,4,3,23.82,100.00,52.10,2.42 q2s/splice,bayes,disctree,IE,2551,638,4,4,94.83,95.97,2.78,97.28 q2s/splice,j48,disctree,IE,2551,638,4,4,92.48,96.35,8.44,91.03 q2s/splice,nbk,disctree,IE,2551,638,4,4,94.83,95.97,2.78,97.28 q2s/splice,oneR,disctree,IE,2551,638,4,4,23.51,100.00,50.17,1.32 q2s/splice,bayes,disctree,IE,2551,638,4,5,94.98,95.65,2.01,98.09 q2s/splice,j48,disctree,IE,2551,638,4,5,93.73,98.04,2.65,97.40 q2s/splice,nbk,disctree,IE,2551,638,4,5,94.98,95.65,2.01,98.09 q2s/splice,oneR,disctree,IE,2551,638,4,5,24.92,100.00,50.63,1.84 q2s/splice,bayes,disctree,IE,2545,637,5,1,95.92,97.79,1.17,98.52 q2s/splice,j48,disctree,IE,2545,637,5,1,94.35,97.67,5.03,93.33 q2s/splice,nbk,disctree,IE,2545,637,5,1,95.92,97.79,1.17,98.52 q2s/splice,oneR,disctree,IE,2545,637,5,1,27.94,100.00,43.73,2.16 q2s/splice,bayes,disctree,IE,2544,638,5,2,96.87,97.50,0.73,99.36 q2s/splice,j48,disctree,IE,2544,638,5,2,93.57,97.37,3.55,96.73 q2s/splice,nbk,disctree,IE,2544,638,5,2,96.87,97.50,0.73,99.36 q2s/splice,oneR,disctree,IE,2544,638,5,2,22.73,100.00,52.67,1.86 q2s/splice,bayes,disctree,IE,2544,638,5,3,95.61,97.90,1.46,98.59 q2s/splice,j48,disctree,IE,2544,638,5,3,95.14,98.59,2.14,97.90 q2s/splice,nbk,disctree,IE,2544,638,5,3,95.61,97.90,1.46,98.59 q2s/splice,oneR,disctree,IE,2544,638,5,3,22.73,100.00,50.52,0.68 q2s/splice,bayes,disctree,IE,2544,638,5,4,93.73,95.76,2.11,98.14 q2s/splice,j48,disctree,IE,2544,638,5,4,93.73,98.12,5.66,94.58 q2s/splice,nbk,disctree,IE,2544,638,5,4,93.73,95.76,2.11,98.14 q2s/splice,oneR,disctree,IE,2544,638,5,4,24.92,100.00,51.40,1.79 q2s/splice,bayes,disctree,IE,2551,631,5,5,95.40,96.50,4.17,95.83 q2s/splice,j48,disctree,IE,2551,631,5,5,93.03,99.24,8.39,90.91 q2s/splice,nbk,disctree,IE,2551,631,5,5,95.40,96.50,4.17,95.83 q2s/splice,oneR,disctree,IE,2551,631,5,5,23.30,0.00,50.17,0.00 q2s/splice,bayes,tbin,IE,2548,637,1,1,94.51,97.89,2.03,97.89 q2s/splice,j48,tbin,IE,2548,637,1,1,94.03,95.77,4.55,95.10 q2s/splice,nbk,tbin,IE,2548,637,1,1,94.51,97.89,2.03,97.89 q2s/splice,oneR,tbin,IE,2548,637,1,1,25.27,100.00,47.87,1.35 q2s/splice,bayes,tbin,IE,2547,638,1,2,94.83,96.60,2.92,97.26 q2s/splice,j48,tbin,IE,2547,638,1,2,92.48,95.77,4.32,95.77 q2s/splice,nbk,tbin,IE,2547,638,1,2,94.83,96.60,2.92,97.26 q2s/splice,oneR,tbin,IE,2547,638,1,2,22.26,0.00,51.70,0.00 q2s/splice,bayes,tbin,IE,2547,638,1,3,95.77,97.37,0.74,99.33 q2s/splice,j48,tbin,IE,2547,638,1,3,94.36,97.92,5.48,94.63 q2s/splice,nbk,tbin,IE,2547,638,1,3,95.77,97.37,0.74,99.33 q2s/splice,oneR,tbin,IE,2547,638,1,3,22.73,100.00,51.53,1.30 q2s/splice,bayes,tbin,IE,2547,638,1,4,95.45,96.00,1.86,97.96 q2s/splice,j48,tbin,IE,2547,638,1,4,92.95,97.84,8.52,90.07 q2s/splice,nbk,tbin,IE,2547,638,1,4,95.45,96.00,1.86,97.96 q2s/splice,oneR,tbin,IE,2547,638,1,4,26.49,100.00,47.98,1.28 q2s/splice,bayes,tbin,IE,2551,634,1,5,95.43,96.79,0.67,99.34 q2s/splice,j48,tbin,IE,2551,634,1,5,92.43,100.00,10.59,88.16 q2s/splice,nbk,tbin,IE,2551,634,1,5,95.43,96.79,0.67,99.34 q2s/splice,oneR,tbin,IE,2551,634,1,5,24.76,100.00,49.68,1.29 q2s/splice,bayes,tbin,IE,2548,637,2,1,95.76,97.62,2.42,96.85 q2s/splice,j48,tbin,IE,2548,637,2,1,94.82,97.62,2.96,96.09 q2s/splice,nbk,tbin,IE,2548,637,2,1,95.76,97.62,2.42,96.85 q2s/splice,oneR,tbin,IE,2548,637,2,1,27.00,100.00,43.00,0.77 q2s/splice,bayes,tbin,IE,2547,638,2,2,95.92,98.72,0.72,99.35 q2s/splice,j48,tbin,IE,2547,638,2,2,93.89,98.03,2.88,97.39 q2s/splice,nbk,tbin,IE,2547,638,2,2,95.92,98.72,0.72,99.35 q2s/splice,oneR,tbin,IE,2547,638,2,2,22.57,100.00,52.49,0.63 q2s/splice,bayes,tbin,IE,2547,638,2,3,96.24,98.14,2.07,98.14 q2s/splice,j48,tbin,IE,2547,638,2,3,94.83,98.74,2.72,97.52 q2s/splice,nbk,tbin,IE,2547,638,2,3,96.24,98.14,2.07,98.14 q2s/splice,oneR,tbin,IE,2547,638,2,3,23.35,100.00,52.58,1.21 q2s/splice,bayes,tbin,IE,2547,638,2,4,94.83,94.87,2.40,98.01 q2s/splice,j48,tbin,IE,2547,638,2,4,92.01,94.00,5.97,94.63 q2s/splice,nbk,tbin,IE,2547,638,2,4,94.83,94.87,2.40,98.01 q2s/splice,oneR,tbin,IE,2547,638,2,4,22.26,100.00,51.93,3.27 q2s/splice,bayes,tbin,IE,2551,634,2,5,94.01,94.81,2.52,97.33 q2s/splice,j48,tbin,IE,2551,634,2,5,94.16,99.30,6.82,92.16 q2s/splice,nbk,tbin,IE,2551,634,2,5,94.01,94.81,2.52,97.33 q2s/splice,oneR,tbin,IE,2551,634,2,5,26.34,100.00,48.77,0.63 q2s/splice,bayes,tbin,IE,2551,637,3,1,95.60,98.62,1.85,97.95 q2s/splice,j48,tbin,IE,2551,637,3,1,93.88,97.22,4.27,95.24 q2s/splice,nbk,tbin,IE,2551,637,3,1,95.60,98.62,1.85,97.95 q2s/splice,oneR,tbin,IE,2551,637,3,1,26.06,100.00,47.45,0.67 q2s/splice,bayes,tbin,IE,2550,638,3,2,96.87,96.77,2.07,98.04 q2s/splice,j48,tbin,IE,2550,638,3,2,94.51,98.60,5.88,94.00 q2s/splice,nbk,tbin,IE,2550,638,3,2,96.87,96.77,2.07,98.04 q2s/splice,oneR,tbin,IE,2550,638,3,2,23.98,100.00,50.33,1.94 q2s/splice,bayes,tbin,IE,2550,638,3,3,95.61,96.35,1.38,98.51 q2s/splice,j48,tbin,IE,2550,638,3,3,93.73,95.56,2.74,96.99 q2s/splice,nbk,tbin,IE,2550,638,3,3,95.61,96.35,1.38,98.51 q2s/splice,oneR,tbin,IE,2550,638,3,3,23.82,100.00,47.75,0.72 q2s/splice,bayes,tbin,IE,2550,638,3,4,93.89,96.64,1.39,98.63 q2s/splice,j48,tbin,IE,2550,638,3,4,94.04,99.28,5.52,93.84 q2s/splice,nbk,tbin,IE,2550,638,3,4,93.89,96.64,1.39,98.63 q2s/splice,oneR,tbin,IE,2550,638,3,4,25.24,100.00,48.87,1.95 q2s/splice,bayes,tbin,IE,2551,637,3,5,94.82,96.99,2.22,98.17 q2s/splice,j48,tbin,IE,2551,637,3,5,94.98,99.39,3.50,97.04 q2s/splice,nbk,tbin,IE,2551,637,3,5,94.82,96.99,2.22,98.17 q2s/splice,oneR,tbin,IE,2551,637,3,5,23.08,100.00,53.72,2.35 q2s/splice,bayes,tbin,IE,2549,637,4,1,97.02,97.96,1.38,98.63 q2s/splice,j48,tbin,IE,2549,637,4,1,93.72,97.81,7.64,91.78 q2s/splice,nbk,tbin,IE,2549,637,4,1,97.02,97.96,1.38,98.63 q2s/splice,oneR,tbin,IE,2549,637,4,1,23.55,100.00,50.17,1.32 q2s/splice,bayes,tbin,IE,2548,638,4,2,95.30,96.18,1.79,97.67 q2s/splice,j48,tbin,IE,2548,638,4,2,92.63,93.02,4.12,94.49 q2s/splice,nbk,tbin,IE,2548,638,4,2,95.30,96.18,1.79,97.67 q2s/splice,oneR,tbin,IE,2548,638,4,2,28.06,100.00,42.30,2.27 q2s/splice,bayes,tbin,IE,2548,638,4,3,95.14,98.77,2.04,98.17 q2s/splice,j48,tbin,IE,2548,638,4,3,93.73,98.72,4.52,95.65 q2s/splice,nbk,tbin,IE,2548,638,4,3,95.14,98.77,2.04,98.17 q2s/splice,oneR,tbin,IE,2548,638,4,3,23.98,100.00,52.35,0.60 q2s/splice,bayes,tbin,IE,2548,638,4,4,95.45,97.95,2.60,97.28 q2s/splice,j48,tbin,IE,2548,638,4,4,94.04,96.55,3.87,95.89 q2s/splice,nbk,tbin,IE,2548,638,4,4,95.45,97.95,2.60,97.28 q2s/splice,oneR,tbin,IE,2548,638,4,4,25.55,100.00,48.21,2.63 q2s/splice,bayes,tbin,IE,2551,635,4,5,94.65,95.12,1.67,98.73 q2s/splice,j48,tbin,IE,2551,635,4,5,93.23,96.82,5.38,95.60 q2s/splice,nbk,tbin,IE,2551,635,4,5,94.65,95.12,1.67,98.73 q2s/splice,oneR,tbin,IE,2551,635,4,5,20.79,100.00,55.63,1.21 q2s/splice,bayes,tbin,IE,2548,637,5,1,95.92,95.24,1.31,98.59 q2s/splice,j48,tbin,IE,2548,637,5,1,94.66,97.18,2.63,97.18 q2s/splice,nbk,tbin,IE,2548,637,5,1,95.92,95.24,1.31,98.59 q2s/splice,oneR,tbin,IE,2548,637,5,1,25.27,100.00,47.52,1.37 q2s/splice,bayes,tbin,IE,2547,638,5,2,94.98,97.45,0.73,99.35 q2s/splice,j48,tbin,IE,2547,638,5,2,92.32,98.66,6.04,94.23 q2s/splice,nbk,tbin,IE,2547,638,5,2,94.98,97.45,0.73,99.35 q2s/splice,oneR,tbin,IE,2547,638,5,2,22.57,0.00,53.09,0.00 q2s/splice,bayes,tbin,IE,2547,638,5,3,94.67,97.86,2.29,97.86 q2s/splice,j48,tbin,IE,2547,638,5,3,94.51,97.87,2.94,97.18 q2s/splice,nbk,tbin,IE,2547,638,5,3,94.67,97.86,2.29,97.86 q2s/splice,oneR,tbin,IE,2547,638,5,3,22.10,0.00,50.53,0.00 q2s/splice,bayes,tbin,IE,2547,638,5,4,95.92,97.35,4.00,96.08 q2s/splice,j48,tbin,IE,2547,638,5,4,92.16,96.45,8.81,90.67 q2s/splice,nbk,tbin,IE,2547,638,5,4,95.92,97.35,4.00,96.08 q2s/splice,oneR,tbin,IE,2547,638,5,4,24.29,100.00,50.00,1.29 q2s/splice,bayes,tbin,IE,2551,634,5,5,95.90,96.82,0.61,99.35 q2s/splice,j48,tbin,IE,2551,634,5,5,94.16,99.29,5.62,93.33 q2s/splice,nbk,tbin,IE,2551,634,5,5,95.90,96.82,0.61,99.35 q2s/splice,oneR,tbin,IE,2551,634,5,5,27.13,100.00,47.53,1.28 q2s/splice,bayes,fayyadIrani,IE,2550,637,1,1,96.23,97.99,1.28,98.65 q2s/splice,j48,fayyadIrani,IE,2550,637,1,1,94.03,98.60,3.73,95.92 q2s/splice,nbk,fayyadIrani,IE,2550,637,1,1,96.23,97.99,1.28,98.65 q2s/splice,oneR,fayyadIrani,IE,2550,637,1,1,25.12,100.00,49.20,1.29 q2s/splice,bayes,fayyadIrani,IE,2549,638,1,2,95.45,97.20,1.43,98.58 q2s/splice,j48,fayyadIrani,IE,2549,638,1,2,93.10,97.87,5.41,94.52 q2s/splice,nbk,fayyadIrani,IE,2549,638,1,2,95.45,97.20,1.43,98.58 q2s/splice,oneR,fayyadIrani,IE,2549,638,1,2,23.51,100.00,49.48,2.04 q2s/splice,bayes,fayyadIrani,IE,2549,638,1,3,95.77,96.23,1.29,98.71 q2s/splice,j48,fayyadIrani,IE,2549,638,1,3,93.42,94.70,4.43,95.33 q2s/splice,nbk,fayyadIrani,IE,2549,638,1,3,95.77,96.23,1.29,98.71 q2s/splice,oneR,fayyadIrani,IE,2549,638,1,3,25.71,100.00,49.38,1.25 q2s/splice,bayes,fayyadIrani,IE,2549,638,1,4,95.30,97.93,1.44,98.61 q2s/splice,j48,fayyadIrani,IE,2549,638,1,4,95.14,99.29,2.76,97.22 q2s/splice,nbk,fayyadIrani,IE,2549,638,1,4,95.30,97.93,1.44,98.61 q2s/splice,oneR,fayyadIrani,IE,2549,638,1,4,23.04,100.00,50.51,1.33 q2s/splice,bayes,fayyadIrani,IE,2551,636,1,5,94.34,96.08,4.08,96.08 q2s/splice,j48,fayyadIrani,IE,2551,636,1,5,92.77,97.86,7.45,91.95 q2s/splice,nbk,fayyadIrani,IE,2551,636,1,5,94.34,96.08,4.08,96.08 q2s/splice,oneR,fayyadIrani,IE,2551,636,1,5,24.37,100.00,49.84,0.65 q2s/splice,bayes,fayyadIrani,IE,2549,637,2,1,94.98,98.06,4.29,96.20 q2s/splice,j48,fayyadIrani,IE,2549,637,2,1,93.88,98.64,5.96,94.16 q2s/splice,nbk,fayyadIrani,IE,2549,637,2,1,94.98,98.06,4.29,96.20 q2s/splice,oneR,fayyadIrani,IE,2549,637,2,1,22.92,100.00,52.32,1.25 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,2,95.30,94.19,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2548,638,2,2,92.79,92.36,1.99,97.97 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,2,95.30,94.19,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,2,25.39,0.00,48.73,0.00 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,3,96.24,98.56,0.00,100.00 q2s/splice,j48,fayyadIrani,IE,2548,638,2,3,95.61,98.53,3.90,95.71 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,3,96.24,98.56,0.00,100.00 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,3,24.29,100.00,47.78,1.41 q2s/splice,bayes,fayyadIrani,IE,2548,638,2,4,94.98,98.11,3.27,96.89 q2s/splice,j48,fayyadIrani,IE,2548,638,2,4,93.89,99.32,8.19,91.30 q2s/splice,nbk,fayyadIrani,IE,2548,638,2,4,94.98,98.11,3.27,96.89 q2s/splice,oneR,fayyadIrani,IE,2548,638,2,4,25.24,100.00,50.47,1.83 q2s/splice,bayes,fayyadIrani,IE,2551,635,2,5,95.28,97.87,2.80,97.18 q2s/splice,j48,fayyadIrani,IE,2551,635,2,5,93.39,97.79,4.83,95.00 q2s/splice,nbk,fayyadIrani,IE,2551,635,2,5,95.28,97.87,2.80,97.18 q2s/splice,oneR,fayyadIrani,IE,2551,635,2,5,23.46,100.00,49.66,0.68 q2s/splice,bayes,fayyadIrani,IE,2552,637,3,1,95.13,98.05,0.72,99.34 q2s/splice,j48,fayyadIrani,IE,2552,637,3,1,93.88,97.99,6.67,93.59 q2s/splice,nbk,fayyadIrani,IE,2552,637,3,1,95.13,98.05,0.72,99.34 q2s/splice,oneR,fayyadIrani,IE,2552,637,3,1,22.92,100.00,52.15,0.63 q2s/splice,bayes,fayyadIrani,IE,2551,638,3,2,94.51,97.76,1.90,97.76 q2s/splice,j48,fayyadIrani,IE,2551,638,3,2,93.57,99.24,2.44,97.04 q2s/splice,nbk,fayyadIrani,IE,2551,638,3,2,94.51,97.76,1.90,97.76 q2s/splice,oneR,fayyadIrani,IE,2551,638,3,2,26.33,100.00,45.25,0.72 q2s/splice,bayes,fayyadIrani,IE,2551,638,3,3,95.45,96.79,2.82,97.42 q2s/splice,j48,fayyadIrani,IE,2551,638,3,3,94.51,98.63,5.92,94.12 q2s/splice,nbk,fayyadIrani,IE,2551,638,3,3,95.45,96.79,2.82,97.42 q2s/splice,oneR,fayyadIrani,IE,2551,638,3,3,23.67,100.00,51.33,3.14 q2s/splice,bayes,fayyadIrani,IE,2551,638,3,4,96.71,95.24,0.63,99.29 q2s/splice,j48,fayyadIrani,IE,2551,638,3,4,94.20,94.16,5.88,92.81 q2s/splice,nbk,fayyadIrani,IE,2551,638,3,4,96.71,95.24,0.63,99.29 q2s/splice,oneR,fayyadIrani,IE,2551,638,3,4,26.80,100.00,45.31,1.41 q2s/splice,bayes,fayyadIrani,IE,2551,638,3,5,94.67,96.84,3.62,96.84 q2s/splice,j48,fayyadIrani,IE,2551,638,3,5,93.26,97.44,6.47,94.41 q2s/splice,nbk,fayyadIrani,IE,2551,638,3,5,94.67,96.84,3.62,96.84 q2s/splice,oneR,fayyadIrani,IE,2551,638,3,5,22.41,100.00,54.10,1.79 q2s/splice,bayes,fayyadIrani,IE,2547,637,4,1,96.08,98.58,2.60,97.20 q2s/splice,j48,fayyadIrani,IE,2547,637,4,1,93.41,97.04,4.55,94.93 q2s/splice,nbk,fayyadIrani,IE,2547,637,4,1,96.08,98.58,2.60,97.20 q2s/splice,oneR,fayyadIrani,IE,2547,637,4,1,24.80,100.00,47.81,2.07 q2s/splice,bayes,fayyadIrani,IE,2546,638,4,2,93.57,96.13,4.58,95.51 q2s/splice,j48,fayyadIrani,IE,2546,638,4,2,93.26,97.35,7.36,92.45 q2s/splice,nbk,fayyadIrani,IE,2546,638,4,2,93.57,96.13,4.58,95.51 q2s/splice,oneR,fayyadIrani,IE,2546,638,4,2,25.08,100.00,50.47,1.23 q2s/splice,bayes,fayyadIrani,IE,2546,638,4,3,96.08,97.09,0.71,99.40 q2s/splice,j48,fayyadIrani,IE,2546,638,4,3,94.83,99.39,5.88,94.80 q2s/splice,nbk,fayyadIrani,IE,2546,638,4,3,96.08,97.09,0.71,99.40 q2s/splice,oneR,fayyadIrani,IE,2546,638,4,3,23.67,100.00,54.04,1.69 q2s/splice,bayes,fayyadIrani,IE,2546,638,4,4,95.92,97.97,0.66,99.32 q2s/splice,j48,fayyadIrani,IE,2546,638,4,4,94.83,97.22,1.96,97.90 q2s/splice,nbk,fayyadIrani,IE,2546,638,4,4,95.92,97.97,0.66,99.32 q2s/splice,oneR,fayyadIrani,IE,2546,638,4,4,24.76,0.00,48.53,0.00 q2s/splice,bayes,fayyadIrani,IE,2551,633,4,5,94.79,96.15,2.21,97.66 q2s/splice,j48,fayyadIrani,IE,2551,633,4,5,92.42,93.98,3.65,96.15 q2s/splice,nbk,fayyadIrani,IE,2551,633,4,5,94.79,96.15,2.21,97.66 q2s/splice,oneR,fayyadIrani,IE,2551,633,4,5,23.22,100.00,47.27,1.52 q2s/splice,bayes,fayyadIrani,IE,2551,637,5,1,94.66,97.20,2.22,97.89 q2s/splice,j48,fayyadIrani,IE,2551,637,5,1,93.72,98.46,5.44,94.12 q2s/splice,nbk,fayyadIrani,IE,2551,637,5,1,94.66,97.20,2.22,97.89 q2s/splice,oneR,fayyadIrani,IE,2551,637,5,1,23.08,100.00,49.65,2.76 q2s/splice,bayes,fayyadIrani,IE,2550,638,5,2,95.30,96.48,2.08,97.86 q2s/splice,j48,fayyadIrani,IE,2550,638,5,2,93.73,97.86,3.31,96.48 q2s/splice,nbk,fayyadIrani,IE,2550,638,5,2,95.30,96.48,2.08,97.86 q2s/splice,oneR,fayyadIrani,IE,2550,638,5,2,24.29,100.00,48.66,1.36 q2s/splice,bayes,fayyadIrani,IE,2550,638,5,3,95.30,98.79,0.65,99.39 q2s/splice,j48,fayyadIrani,IE,2550,638,5,3,93.10,99.31,10.34,88.89 q2s/splice,nbk,fayyadIrani,IE,2550,638,5,3,95.30,98.79,0.65,99.39 q2s/splice,oneR,fayyadIrani,IE,2550,638,5,3,25.55,100.00,51.06,1.18 q2s/splice,bayes,fayyadIrani,IE,2550,638,5,4,95.14,97.92,3.12,96.58 q2s/splice,j48,fayyadIrani,IE,2550,638,5,4,93.42,97.89,4.94,94.56 q2s/splice,nbk,fayyadIrani,IE,2550,638,5,4,95.14,97.92,3.12,96.58 q2s/splice,oneR,fayyadIrani,IE,2550,638,5,4,25.55,100.00,47.74,0.67 q2s/splice,bayes,fayyadIrani,IE,2551,637,5,5,95.92,94.87,0.74,99.33 q2s/splice,j48,fayyadIrani,IE,2551,637,5,5,93.56,95.27,4.11,95.92 q2s/splice,nbk,fayyadIrani,IE,2551,637,5,5,95.92,94.87,0.74,99.33 q2s/splice,oneR,fayyadIrani,IE,2551,637,5,5,23.39,100.00,50.99,0.65 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/vote,bayes,cat,republican,349,86,1,1,89.53,78.12,3.70,92.59 t2z/vote,j48,cat,republican,349,86,1,1,97.67,100.00,3.28,92.59 t2z/vote,nbk,cat,republican,349,86,1,1,89.53,78.12,3.70,92.59 t2z/vote,oneR,cat,republican,349,86,1,1,95.35,92.59,3.39,92.59 t2z/vote,bayes,cat,republican,348,87,1,2,86.21,80.49,8.70,89.19 t2z/vote,j48,cat,republican,348,87,1,2,94.25,100.00,9.09,86.49 t2z/vote,nbk,cat,republican,348,87,1,2,86.21,80.49,8.70,89.19 t2z/vote,oneR,cat,republican,348,87,1,2,94.25,92.11,4.08,94.59 t2z/vote,bayes,cat,republican,348,87,1,3,90.80,85.71,4.44,94.74 t2z/vote,j48,cat,republican,348,87,1,3,97.70,95.00,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,1,3,90.80,85.71,4.44,94.74 t2z/vote,oneR,cat,republican,348,87,1,3,97.70,95.00,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,4,95.40,90.91,1.85,96.77 t2z/vote,j48,cat,republican,348,87,1,4,96.55,91.18,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,1,4,95.40,90.91,1.85,96.77 t2z/vote,oneR,cat,republican,348,87,1,4,96.55,91.18,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,1,5,89.66,85.71,7.69,88.24 t2z/vote,j48,cat,republican,348,87,1,5,95.40,91.67,1.96,97.06 t2z/vote,nbk,cat,republican,348,87,1,5,89.66,85.71,7.69,88.24 t2z/vote,oneR,cat,republican,348,87,1,5,94.25,89.19,2.00,97.06 t2z/vote,bayes,cat,republican,349,86,2,1,91.86,83.87,3.64,92.86 t2z/vote,j48,cat,republican,349,86,2,1,95.35,96.15,5.00,89.29 t2z/vote,nbk,cat,republican,349,86,2,1,91.86,83.87,3.64,92.86 t2z/vote,oneR,cat,republican,349,86,2,1,98.84,96.55,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,2,2,91.95,87.50,4.26,94.59 t2z/vote,j48,cat,republican,348,87,2,2,89.66,86.84,8.16,89.19 t2z/vote,nbk,cat,republican,348,87,2,2,91.95,87.50,4.26,94.59 t2z/vote,oneR,cat,republican,348,87,2,2,91.95,87.50,4.26,94.59 t2z/vote,bayes,cat,republican,348,87,2,3,90.80,85.71,4.44,94.74 t2z/vote,j48,cat,republican,348,87,2,3,97.70,97.37,2.04,97.37 t2z/vote,nbk,cat,republican,348,87,2,3,90.80,85.71,4.44,94.74 t2z/vote,oneR,cat,republican,348,87,2,3,96.55,94.87,2.08,97.37 t2z/vote,bayes,cat,republican,348,87,2,4,82.76,73.68,10.20,84.85 t2z/vote,j48,cat,republican,348,87,2,4,94.25,93.75,5.45,90.91 t2z/vote,nbk,cat,republican,348,87,2,4,82.76,73.68,10.20,84.85 t2z/vote,oneR,cat,republican,348,87,2,4,94.25,91.18,3.77,93.94 t2z/vote,bayes,cat,republican,348,87,2,5,93.10,87.88,3.70,93.55 t2z/vote,j48,cat,republican,348,87,2,5,97.70,93.94,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,2,5,93.10,87.88,3.70,93.55 t2z/vote,oneR,cat,republican,348,87,2,5,96.55,91.18,0.00,100.00 t2z/vote,bayes,cat,republican,349,86,3,1,87.21,87.18,12.77,85.00 t2z/vote,j48,cat,republican,349,86,3,1,95.35,100.00,8.00,90.00 t2z/vote,nbk,cat,republican,349,86,3,1,87.21,87.18,12.77,85.00 t2z/vote,oneR,cat,republican,349,86,3,1,96.51,100.00,6.12,92.50 t2z/vote,bayes,cat,republican,348,87,3,2,94.25,84.85,0.00,100.00 t2z/vote,j48,cat,republican,348,87,3,2,94.25,84.85,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,3,2,94.25,84.85,0.00,100.00 t2z/vote,oneR,cat,republican,348,87,3,2,94.25,84.85,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,3,3,89.66,82.05,4.17,94.12 t2z/vote,j48,cat,republican,348,87,3,3,96.55,94.29,1.92,97.06 t2z/vote,nbk,cat,republican,348,87,3,3,89.66,82.05,4.17,94.12 t2z/vote,oneR,cat,republican,348,87,3,3,94.25,89.19,2.00,97.06 t2z/vote,bayes,cat,republican,348,87,3,4,87.36,80.00,6.38,91.43 t2z/vote,j48,cat,republican,348,87,3,4,95.40,96.97,5.56,91.43 t2z/vote,nbk,cat,republican,348,87,3,4,87.36,80.00,6.38,91.43 t2z/vote,oneR,cat,republican,348,87,3,4,95.40,91.89,2.00,97.14 t2z/vote,bayes,cat,republican,348,87,3,5,93.10,87.50,3.64,93.33 t2z/vote,j48,cat,republican,348,87,3,5,98.85,96.77,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,3,5,93.10,87.50,3.64,93.33 t2z/vote,oneR,cat,republican,348,87,3,5,97.70,93.75,0.00,100.00 t2z/vote,bayes,cat,republican,349,86,4,1,89.53,85.37,6.67,92.11 t2z/vote,j48,cat,republican,349,86,4,1,95.35,97.22,6.00,92.11 t2z/vote,nbk,cat,republican,349,86,4,1,89.53,85.37,6.67,92.11 t2z/vote,oneR,cat,republican,349,86,4,1,95.35,94.74,4.17,94.74 t2z/vote,bayes,cat,republican,348,87,4,2,88.51,72.73,1.85,96.00 t2z/vote,j48,cat,republican,348,87,4,2,98.85,100.00,1.59,96.00 t2z/vote,nbk,cat,republican,348,87,4,2,88.51,72.73,1.85,96.00 t2z/vote,oneR,cat,republican,348,87,4,2,96.55,92.31,1.64,96.00 t2z/vote,bayes,cat,republican,348,87,4,3,87.36,83.33,9.80,85.71 t2z/vote,j48,cat,republican,348,87,4,3,94.25,96.88,7.27,88.57 t2z/vote,nbk,cat,republican,348,87,4,3,87.36,83.33,9.80,85.71 t2z/vote,oneR,cat,republican,348,87,4,3,95.40,94.29,3.85,94.29 t2z/vote,bayes,cat,republican,348,87,4,4,90.80,86.11,5.88,91.18 t2z/vote,j48,cat,republican,348,87,4,4,97.70,94.44,0.00,100.00 t2z/vote,nbk,cat,republican,348,87,4,4,90.80,86.11,5.88,91.18 t2z/vote,oneR,cat,republican,348,87,4,4,97.70,94.44,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,4,5,93.10,89.19,4.00,94.29 t2z/vote,j48,cat,republican,348,87,4,5,94.25,89.47,2.04,97.14 t2z/vote,nbk,cat,republican,348,87,4,5,93.10,89.19,4.00,94.29 t2z/vote,oneR,cat,republican,348,87,4,5,93.10,85.37,0.00,100.00 t2z/vote,bayes,cat,republican,349,86,5,1,93.02,86.11,2.00,96.88 t2z/vote,j48,cat,republican,349,86,5,1,98.84,100.00,1.82,96.88 t2z/vote,nbk,cat,republican,349,86,5,1,93.02,86.11,2.00,96.88 t2z/vote,oneR,cat,republican,349,86,5,1,96.51,93.94,1.89,96.88 t2z/vote,bayes,cat,republican,348,87,5,2,94.25,90.32,3.57,93.33 t2z/vote,j48,cat,republican,348,87,5,2,97.70,96.67,1.75,96.67 t2z/vote,nbk,cat,republican,348,87,5,2,94.25,90.32,3.57,93.33 t2z/vote,oneR,cat,republican,348,87,5,2,96.55,93.55,1.79,96.67 t2z/vote,bayes,cat,republican,348,87,5,3,81.61,73.17,10.87,85.71 t2z/vote,j48,cat,republican,348,87,5,3,94.25,94.12,5.66,91.43 t2z/vote,nbk,cat,republican,348,87,5,3,81.61,73.17,10.87,85.71 t2z/vote,oneR,cat,republican,348,87,5,3,95.40,89.74,0.00,100.00 t2z/vote,bayes,cat,republican,348,87,5,4,94.25,91.67,3.92,94.29 t2z/vote,j48,cat,republican,348,87,5,4,95.40,94.29,3.85,94.29 t2z/vote,nbk,cat,republican,348,87,5,4,94.25,91.67,3.92,94.29 t2z/vote,oneR,cat,republican,348,87,5,4,94.25,91.67,3.92,94.29 t2z/vote,bayes,cat,republican,348,87,5,5,87.36,81.58,8.16,88.57 t2z/vote,j48,cat,republican,348,87,5,5,97.70,97.14,1.92,97.14 t2z/vote,nbk,cat,republican,348,87,5,5,87.36,81.58,8.16,88.57 t2z/vote,oneR,cat,republican,348,87,5,5,95.40,91.89,2.00,97.14 t2z/vote,bayes,disctree,republican,349,86,1,1,86.05,77.78,8.00,87.50 t2z/vote,j48,disctree,republican,349,86,1,1,93.02,88.24,3.85,93.75 t2z/vote,nbk,disctree,republican,349,86,1,1,86.05,77.78,8.00,87.50 t2z/vote,oneR,disctree,republican,349,86,1,1,93.02,88.24,3.85,93.75 t2z/vote,bayes,disctree,republican,348,87,1,2,96.55,100.00,5.45,91.43 t2z/vote,j48,disctree,republican,348,87,1,2,96.55,100.00,5.45,91.43 t2z/vote,nbk,disctree,republican,348,87,1,2,96.55,100.00,5.45,91.43 t2z/vote,oneR,disctree,republican,348,87,1,2,97.70,100.00,3.70,94.29 t2z/vote,bayes,disctree,republican,348,87,1,3,86.21,74.36,4.17,93.55 t2z/vote,j48,disctree,republican,348,87,1,3,96.55,96.67,3.51,93.55 t2z/vote,nbk,disctree,republican,348,87,1,3,86.21,74.36,4.17,93.55 t2z/vote,oneR,disctree,republican,348,87,1,3,94.25,88.24,1.89,96.77 t2z/vote,bayes,disctree,republican,348,87,1,4,93.10,87.10,3.57,93.10 t2z/vote,j48,disctree,republican,348,87,1,4,98.85,96.67,0.00,100.00 t2z/vote,nbk,disctree,republican,348,87,1,4,93.10,87.10,3.57,93.10 t2z/vote,oneR,disctree,republican,348,87,1,4,98.85,96.67,0.00,100.00 t2z/vote,bayes,disctree,republican,348,87,1,5,88.51,82.61,4.88,95.00 t2z/vote,j48,disctree,republican,348,87,1,5,95.40,92.86,2.22,97.50 t2z/vote,nbk,disctree,republican,348,87,1,5,88.51,82.61,4.88,95.00 t2z/vote,oneR,disctree,republican,348,87,1,5,94.25,88.89,0.00,100.00 t2z/vote,bayes,disctree,republican,349,86,2,1,93.02,87.50,3.70,93.33 t2z/vote,j48,disctree,republican,349,86,2,1,98.84,100.00,1.75,96.67 t2z/vote,nbk,disctree,republican,349,86,2,1,93.02,87.50,3.70,93.33 t2z/vote,oneR,disctree,republican,349,86,2,1,98.84,100.00,1.75,96.67 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t2z/vote,oneR,fayyadIrani,republican,348,87,2,2,96.55,97.30,4.00,94.74 t2z/vote,bayes,fayyadIrani,republican,348,87,2,3,95.40,88.89,0.00,100.00 t2z/vote,j48,fayyadIrani,republican,348,87,2,3,98.85,100.00,1.79,96.88 t2z/vote,nbk,fayyadIrani,republican,348,87,2,3,95.40,88.89,0.00,100.00 t2z/vote,oneR,fayyadIrani,republican,348,87,2,3,98.85,100.00,1.79,96.88 t2z/vote,bayes,fayyadIrani,republican,348,87,2,4,90.80,87.50,7.27,87.50 t2z/vote,j48,fayyadIrani,republican,348,87,2,4,95.40,96.67,5.26,90.62 t2z/vote,nbk,fayyadIrani,republican,348,87,2,4,90.80,87.50,7.27,87.50 t2z/vote,oneR,fayyadIrani,republican,348,87,2,4,97.70,96.88,1.82,96.88 t2z/vote,bayes,fayyadIrani,republican,348,87,2,5,88.51,83.33,7.84,88.24 t2z/vote,j48,fayyadIrani,republican,348,87,2,5,93.10,88.89,3.92,94.12 t2z/vote,nbk,fayyadIrani,republican,348,87,2,5,88.51,83.33,7.84,88.24 t2z/vote,oneR,fayyadIrani,republican,348,87,2,5,91.95,84.62,2.08,97.06 t2z/vote,bayes,fayyadIrani,republican,349,86,3,1,94.19,97.06,7.69,89.19 t2z/vote,j48,fayyadIrani,republican,349,86,3,1,97.67,97.30,2.04,97.30 t2z/vote,nbk,fayyadIrani,republican,349,86,3,1,94.19,97.06,7.69,89.19 t2z/vote,oneR,fayyadIrani,republican,349,86,3,1,97.67,97.30,2.04,97.30 t2z/vote,bayes,fayyadIrani,republican,348,87,3,2,86.21,77.78,7.84,87.50 t2z/vote,j48,fayyadIrani,republican,348,87,3,2,93.10,90.62,5.45,90.62 t2z/vote,nbk,fayyadIrani,republican,348,87,3,2,86.21,77.78,7.84,87.50 t2z/vote,oneR,fayyadIrani,republican,348,87,3,2,95.40,91.18,1.89,96.88 t2z/vote,bayes,fayyadIrani,republican,348,87,3,3,93.10,87.10,3.57,93.10 t2z/vote,j48,fayyadIrani,republican,348,87,3,3,97.70,100.00,3.33,93.10 t2z/vote,nbk,fayyadIrani,republican,348,87,3,3,93.10,87.10,3.57,93.10 t2z/vote,oneR,fayyadIrani,republican,348,87,3,3,96.55,93.33,1.75,96.55 t2z/vote,bayes,fayyadIrani,republican,348,87,3,4,93.10,85.71,0.00,100.00 t2z/vote,j48,fayyadIrani,republican,348,87,3,4,96.55,94.59,2.00,97.22 t2z/vote,nbk,fayyadIrani,republican,348,87,3,4,93.10,85.71,0.00,100.00 t2z/vote,oneR,fayyadIrani,republican,348,87,3,4,94.25,89.74,2.08,97.22 t2z/vote,bayes,fayyadIrani,republican,348,87,3,5,85.06,75.00,6.38,90.91 t2z/vote,j48,fayyadIrani,republican,348,87,3,5,95.40,91.43,1.92,96.97 t2z/vote,nbk,fayyadIrani,republican,348,87,3,5,85.06,75.00,6.38,90.91 t2z/vote,oneR,fayyadIrani,republican,348,87,3,5,94.25,88.89,1.96,96.97 t2z/vote,bayes,fayyadIrani,republican,349,86,4,1,89.53,84.62,6.38,91.67 t2z/vote,j48,fayyadIrani,republican,349,86,4,1,95.35,97.06,5.77,91.67 t2z/vote,nbk,fayyadIrani,republican,349,86,4,1,89.53,84.62,6.38,91.67 t2z/vote,oneR,fayyadIrani,republican,349,86,4,1,95.35,94.44,4.00,94.44 t2z/vote,bayes,fayyadIrani,republican,348,87,4,2,94.25,91.67,3.92,94.29 t2z/vote,j48,fayyadIrani,republican,348,87,4,2,96.55,94.44,1.96,97.14 t2z/vote,nbk,fayyadIrani,republican,348,87,4,2,94.25,91.67,3.92,94.29 t2z/vote,oneR,fayyadIrani,republican,348,87,4,2,97.70,94.59,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,4,3,83.91,70.59,7.55,85.71 t2z/vote,j48,fayyadIrani,republican,348,87,4,3,94.25,96.00,6.45,85.71 t2z/vote,nbk,fayyadIrani,republican,348,87,4,3,83.91,70.59,7.55,85.71 t2z/vote,oneR,fayyadIrani,republican,348,87,4,3,93.10,89.29,5.08,89.29 t2z/vote,bayes,fayyadIrani,republican,348,87,4,4,90.80,82.50,2.13,97.06 t2z/vote,j48,fayyadIrani,republican,348,87,4,4,98.85,97.14,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,4,4,90.80,82.50,2.13,97.06 t2z/vote,oneR,fayyadIrani,republican,348,87,4,4,95.40,89.47,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,4,5,93.10,91.43,5.77,91.43 t2z/vote,j48,fayyadIrani,republican,348,87,4,5,96.55,92.11,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,4,5,93.10,91.43,5.77,91.43 t2z/vote,oneR,fayyadIrani,republican,348,87,4,5,96.55,92.11,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,349,86,5,1,91.86,89.19,6.12,91.67 t2z/vote,j48,fayyadIrani,republican,349,86,5,1,97.67,97.22,2.00,97.22 t2z/vote,nbk,fayyadIrani,republican,349,86,5,1,91.86,89.19,6.12,91.67 t2z/vote,oneR,fayyadIrani,republican,349,86,5,1,95.35,92.11,2.08,97.22 t2z/vote,bayes,fayyadIrani,republican,348,87,5,2,87.36,75.00,2.13,96.77 t2z/vote,j48,fayyadIrani,republican,348,87,5,2,94.25,90.62,3.64,93.55 t2z/vote,nbk,fayyadIrani,republican,348,87,5,2,87.36,75.00,2.13,96.77 t2z/vote,oneR,fayyadIrani,republican,348,87,5,2,91.95,85.29,3.77,93.55 t2z/vote,bayes,fayyadIrani,republican,348,87,5,3,93.10,89.19,4.00,94.29 t2z/vote,j48,fayyadIrani,republican,348,87,5,3,100.00,100.00,0.00,100.00 t2z/vote,nbk,fayyadIrani,republican,348,87,5,3,93.10,89.19,4.00,94.29 t2z/vote,oneR,fayyadIrani,republican,348,87,5,3,100.00,100.00,0.00,100.00 t2z/vote,bayes,fayyadIrani,republican,348,87,5,4,93.10,85.29,1.89,96.67 t2z/vote,j48,fayyadIrani,republican,348,87,5,4,97.70,96.67,1.75,96.67 t2z/vote,nbk,fayyadIrani,republican,348,87,5,4,93.10,85.29,1.89,96.67 t2z/vote,oneR,fayyadIrani,republican,348,87,5,4,96.55,93.55,1.79,96.67 t2z/vote,bayes,fayyadIrani,republican,348,87,5,5,85.06,82.86,13.46,80.56 t2z/vote,j48,fayyadIrani,republican,348,87,5,5,93.10,94.12,7.55,88.89 t2z/vote,nbk,fayyadIrani,republican,348,87,5,5,85.06,82.86,13.46,80.56 t2z/vote,oneR,fayyadIrani,republican,348,87,5,5,94.25,89.74,2.08,97.22 /home/donaldb/var/weka/xval.4770 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/waveform-5000,bayes,cat,1,3990,999,1,1,80.28,79.20,0.56,99.66 t2z/waveform-5000,j48,cat,1,3990,999,1,1,74.67,83.86,15.49,84.45 t2z/waveform-5000,nbk,cat,1,3990,999,1,1,80.48,80.22,0.55,99.66 t2z/waveform-5000,oneR,cat,1,3990,999,1,1,54.65,56.27,56.82,72.01 t2z/waveform-5000,bayes,cat,1,3989,1000,1,2,79.70,80.64,1.73,99.02 t2z/waveform-5000,j48,cat,1,3989,1000,1,2,73.80,82.18,17.52,83.84 t2z/waveform-5000,nbk,cat,1,3989,1000,1,2,79.20,80.53,2.31,98.69 t2z/waveform-5000,oneR,cat,1,3989,1000,1,2,54.80,55.85,55.83,67.73 t2z/waveform-5000,bayes,cat,1,3989,1000,1,3,79.80,82.75,3.33,98.08 t2z/waveform-5000,j48,cat,1,3989,1000,1,3,71.30,85.25,20.13,79.80 t2z/waveform-5000,nbk,cat,1,3989,1000,1,3,80.30,83.07,2.26,98.74 t2z/waveform-5000,oneR,cat,1,3989,1000,1,3,52.90,58.06,56.91,62.72 t2z/waveform-5000,bayes,cat,1,3989,1000,1,4,81.50,78.39,0.00,100.00 t2z/waveform-5000,j48,cat,1,3989,1000,1,4,76.20,82.99,12.70,85.66 t2z/waveform-5000,nbk,cat,1,3989,1000,1,4,81.30,78.12,0.48,99.67 t2z/waveform-5000,oneR,cat,1,3989,1000,1,4,54.20,55.01,46.31,74.63 t2z/waveform-5000,bayes,cat,1,3999,990,1,5,78.48,78.17,3.70,98.23 t2z/waveform-5000,j48,cat,1,3999,990,1,5,75.05,84.54,20.28,82.21 t2z/waveform-5000,nbk,cat,1,3999,990,1,5,77.37,78.23,4.32,97.90 t2z/waveform-5000,oneR,cat,1,3999,990,1,5,54.34,59.72,60.00,67.82 t2z/waveform-5000,bayes,cat,1,3994,999,2,1,80.08,80.40,2.81,98.46 t2z/waveform-5000,j48,cat,1,3994,999,2,1,72.17,82.57,21.03,80.45 t2z/waveform-5000,nbk,cat,1,3994,999,2,1,79.78,80.71,3.30,98.15 t2z/waveform-5000,oneR,cat,1,3994,999,2,1,54.25,58.40,57.59,69.97 t2z/waveform-5000,bayes,cat,1,3993,1000,2,2,80.00,81.44,2.30,98.75 t2z/waveform-5000,j48,cat,1,3993,1000,2,2,75.90,87.41,16.67,84.54 t2z/waveform-5000,nbk,cat,1,3993,1000,2,2,79.70,81.44,2.91,98.44 t2z/waveform-5000,oneR,cat,1,3993,1000,2,2,51.50,57.37,60.31,60.47 t2z/waveform-5000,bayes,cat,1,3993,1000,2,3,79.10,78.24,1.11,99.34 t2z/waveform-5000,j48,cat,1,3993,1000,2,3,74.90,83.33,12.93,86.81 t2z/waveform-5000,nbk,cat,1,3993,1000,2,3,79.40,78.85,1.09,99.34 t2z/waveform-5000,oneR,cat,1,3993,1000,2,3,52.30,55.07,52.60,70.11 t2z/waveform-5000,bayes,cat,1,3993,1000,2,4,79.70,79.13,0.53,99.66 t2z/waveform-5000,j48,cat,1,3993,1000,2,4,72.50,80.21,13.79,85.02 t2z/waveform-5000,nbk,cat,1,3993,1000,2,4,79.20,79.45,2.11,98.64 t2z/waveform-5000,oneR,cat,1,3993,1000,2,4,54.80,56.44,52.29,69.70 t2z/waveform-5000,bayes,cat,1,3999,994,2,5,80.68,79.95,0.56,99.68 t2z/waveform-5000,j48,cat,1,3999,994,2,5,75.45,84.67,16.22,84.11 t2z/waveform-5000,nbk,cat,1,3999,994,2,5,80.18,79.75,0.56,99.68 t2z/waveform-5000,oneR,cat,1,3999,994,2,5,52.92,69.74,30.19,89.47 t2z/waveform-5000,bayes,cat,1,3993,999,3,1,79.28,78.27,2.19,98.68 t2z/waveform-5000,j48,cat,1,3993,999,3,1,74.77,85.29,17.25,81.12 t2z/waveform-5000,nbk,cat,1,3993,999,3,1,79.18,78.72,2.16,98.67 t2z/waveform-5000,oneR,cat,1,3993,999,3,1,53.15,55.24,54.48,72.76 t2z/waveform-5000,bayes,cat,1,3992,1000,3,2,80.30,80.38,1.62,99.01 t2z/waveform-5000,j48,cat,1,3992,1000,3,2,74.40,85.87,17.92,80.77 t2z/waveform-5000,nbk,cat,1,3992,1000,3,2,79.80,80.76,2.73,98.35 t2z/waveform-5000,oneR,cat,1,3992,1000,3,2,52.80,55.42,56.60,66.54 t2z/waveform-5000,bayes,cat,1,3992,1000,3,3,80.00,79.51,0.59,99.69 t2z/waveform-5000,j48,cat,1,3992,1000,3,3,75.40,85.23,18.91,81.15 t2z/waveform-5000,nbk,cat,1,3992,1000,3,3,80.00,80.05,1.14,99.39 t2z/waveform-5000,oneR,cat,1,3992,1000,3,3,55.90,58.52,54.19,68.71 t2z/waveform-5000,bayes,cat,1,3992,1000,3,4,78.80,77.18,2.69,98.37 t2z/waveform-5000,j48,cat,1,3992,1000,3,4,74.50,83.28,14.95,84.43 t2z/waveform-5000,nbk,cat,1,3992,1000,3,4,78.70,77.24,1.64,99.02 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t2z/waveform-5000,j48,fayyadIrani,1,3988,1000,5,3,76.10,86.27,14.85,84.48 t2z/waveform-5000,nbk,fayyadIrani,1,3988,1000,5,3,81.10,79.52,0.00,100.00 t2z/waveform-5000,oneR,fayyadIrani,1,3988,1000,5,3,56.60,55.58,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3988,1000,5,4,80.10,83.46,1.08,99.38 t2z/waveform-5000,j48,fayyadIrani,1,3988,1000,5,4,75.70,86.45,13.57,87.58 t2z/waveform-5000,nbk,fayyadIrani,1,3988,1000,5,4,80.10,83.46,1.08,99.38 t2z/waveform-5000,oneR,fayyadIrani,1,3988,1000,5,4,56.90,59.62,0.00,100.00 t2z/waveform-5000,bayes,fayyadIrani,1,3999,989,5,5,83.11,82.27,2.82,98.53 t2z/waveform-5000,j48,fayyadIrani,1,3999,989,5,5,75.94,86.25,17.16,85.71 t2z/waveform-5000,nbk,fayyadIrani,1,3999,989,5,5,83.11,82.27,2.82,98.53 t2z/waveform-5000,oneR,fayyadIrani,1,3999,989,5,5,59.35,59.13,0.00,100.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather,bayes,cat,no,12,2,1,1,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,1,1,100.00,0.00,0.00,0.00 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t2z/weather,bayes,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,2,1,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,2,2,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,2,2,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,2,2,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,2,2,66.67,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,2,3,33.33,0.00,50.00,0.00 t2z/weather,j48,cat,no,11,3,2,3,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,11,3,2,3,33.33,0.00,50.00,0.00 t2z/weather,oneR,cat,no,11,3,2,3,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,j48,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,cat,no,11,3,2,4,33.33,0.00,66.67,0.00 t2z/weather,bayes,cat,no,12,2,2,5,50.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,2,5,0.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,2,5,50.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,2,5,0.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,3,1,50.00,100.00,100.00,50.00 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,11,3,3,2,66.67,100.00,50.00,50.00 t2z/weather,j48,cat,no,11,3,3,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,cat,no,11,3,3,2,66.67,100.00,50.00,50.00 t2z/weather,oneR,cat,no,11,3,3,2,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,3,3,33.33,33.33,0.00,100.00 t2z/weather,bayes,cat,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,3,5,100.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,3,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,3,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,3,5,50.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,j48,cat,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,cat,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,oneR,cat,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,bayes,cat,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,j48,cat,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather,oneR,cat,no,11,3,4,2,66.67,50.00,0.00,100.00 t2z/weather,bayes,cat,no,11,3,4,3,100.00,100.00,0.00,100.00 t2z/weather,j48,cat,no,11,3,4,3,100.00,100.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,4,3,100.00,100.00,0.00,100.00 t2z/weather,oneR,cat,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,cat,no,11,3,4,4,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,11,3,4,4,66.67,50.00,0.00,100.00 t2z/weather,nbk,cat,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather,oneR,cat,no,11,3,4,4,33.33,0.00,50.00,0.00 t2z/weather,bayes,cat,no,12,2,4,5,50.00,0.00,0.00,0.00 t2z/weather,j48,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,cat,no,12,2,4,5,100.00,0.00,0.00,0.00 t2z/weather,bayes,cat,no,12,2,5,1,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,12,2,5,1,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,12,2,5,1,0.00,0.00,100.00,0.00 t2z/weather,oneR,cat,no,12,2,5,1,0.00,0.00,100.00,0.00 t2z/weather,bayes,cat,no,11,3,5,2,66.67,0.00,0.00,0.00 t2z/weather,j48,cat,no,11,3,5,2,66.67,0.00,0.00,0.00 t2z/weather,nbk,cat,no,11,3,5,2,66.67,0.00,0.00,0.00 t2z/weather,oneR,cat,no,11,3,5,2,66.67,0.00,0.00,0.00 t2z/weather,bayes,cat,no,11,3,5,3,0.00,0.00,100.00,0.00 t2z/weather,j48,cat,no,11,3,5,3,0.00,0.00,100.00,0.00 t2z/weather,nbk,cat,no,11,3,5,3,0.00,0.00,100.00,0.00 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t2z/weather,bayes,disctree,no,11,3,1,3,66.67,0.00,0.00,0.00 t2z/weather,j48,disctree,no,11,3,1,3,66.67,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,11,3,1,3,66.67,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,11,3,1,3,66.67,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,j48,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,nbk,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,oneR,disctree,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather,bayes,disctree,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,j48,disctree,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,disctree,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,disctree,no,12,2,1,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,disctree,no,12,2,2,1,0.00,0.00,100.00,0.00 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,11,3,2,2,66.67,50.00,0.00,100.00 t2z/weather,j48,disctree,no,11,3,2,2,66.67,0.00,33.33,0.00 t2z/weather,nbk,disctree,no,11,3,2,2,66.67,50.00,0.00,100.00 t2z/weather,oneR,disctree,no,11,3,2,2,33.33,33.33,0.00,100.00 t2z/weather,bayes,disctree,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,j48,disctree,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,nbk,disctree,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,oneR,disctree,no,11,3,2,3,33.33,0.00,66.67,0.00 t2z/weather,bayes,disctree,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,j48,disctree,no,11,3,2,4,100.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,11,3,2,4,66.67,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,11,3,2,4,100.00,0.00,0.00,0.00 t2z/weather,bayes,disctree,no,12,2,2,5,100.00,0.00,0.00,0.00 t2z/weather,j48,disctree,no,12,2,2,5,100.00,0.00,0.00,0.00 t2z/weather,nbk,disctree,no,12,2,2,5,100.00,0.00,0.00,0.00 t2z/weather,oneR,disctree,no,12,2,2,5,100.00,0.00,0.00,0.00 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t2z/weather,oneR,fayyadIrani,no,11,3,3,3,66.67,50.00,0.00,100.00 t2z/weather,bayes,fayyadIrani,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,3,4,33.33,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,3,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,1,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,1,50.00,0.00,50.00,0.00 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,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,j48,fayyadIrani,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,3,66.67,0.00,33.33,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,4,4,66.67,50.00,0.00,100.00 t2z/weather,j48,fayyadIrani,no,11,3,4,4,66.67,50.00,0.00,100.00 t2z/weather,nbk,fayyadIrani,no,11,3,4,4,66.67,50.00,0.00,100.00 t2z/weather,oneR,fayyadIrani,no,11,3,4,4,66.67,50.00,0.00,100.00 t2z/weather,bayes,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,1,100.00,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,2,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,3,66.67,0.00,0.00,0.00 t2z/weather,bayes,fayyadIrani,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,j48,fayyadIrani,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,nbk,fayyadIrani,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,oneR,fayyadIrani,no,11,3,5,4,33.33,0.00,66.67,0.00 t2z/weather,bayes,fayyadIrani,no,12,2,5,5,50.00,0.00,0.00,0.00 t2z/weather,j48,fayyadIrani,no,12,2,5,5,50.00,0.00,0.00,0.00 t2z/weather,nbk,fayyadIrani,no,12,2,5,5,50.00,0.00,0.00,0.00 t2z/weather,oneR,fayyadIrani,no,12,2,5,5,50.00,0.00,0.00,0.00 #data,learner,prep,goal,train,test,repeats,bin,accuracy,pd,pf,precision t2z/weather.nominal,bayes,cat,no,12,2,1,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,1,1,0.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,1,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,2,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,1,2,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,1,2,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,1,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,3,66.67,100.00,50.00,50.00 t2z/weather.nominal,j48,cat,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,3,66.67,100.00,50.00,50.00 t2z/weather.nominal,oneR,cat,no,11,3,1,3,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,nbk,cat,no,11,3,1,4,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,1,4,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,1,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,1,5,100.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,1,5,50.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,2,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,2,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,2,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,2,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,2,33.33,0.00,66.67,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,2,0.00,0.00,100.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,2,3,0.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,2,3,33.33,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,2,3,0.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,2,4,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,11,3,2,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,2,4,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,11,3,2,4,66.67,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,2,5,0.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,2,5,0.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,2,5,0.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,2,5,0.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,3,1,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,3,1,50.00,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,2,33.33,50.00,100.00,50.00 t2z/weather.nominal,j48,cat,no,11,3,3,2,0.00,0.00,100.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,2,33.33,50.00,100.00,50.00 t2z/weather.nominal,oneR,cat,no,11,3,3,2,33.33,50.00,100.00,50.00 t2z/weather.nominal,bayes,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,3,100.00,100.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,11,3,3,3,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,3,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,3,4,100.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,3,4,66.67,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,12,2,3,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,3,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,3,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,3,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,4,1,50.00,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,oneR,cat,no,11,3,4,2,33.33,0.00,50.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,j48,cat,no,11,3,4,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,oneR,cat,no,11,3,4,3,66.67,0.00,0.00,0.00 t2z/weather.nominal,bayes,cat,no,11,3,4,4,66.67,100.00,50.00,50.00 t2z/weather.nominal,j48,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather.nominal,nbk,cat,no,11,3,4,4,66.67,100.00,50.00,50.00 t2z/weather.nominal,oneR,cat,no,11,3,4,4,33.33,0.00,66.67,0.00 t2z/weather.nominal,bayes,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,j48,cat,no,12,2,4,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,4,5,50.00,0.00,50.00,0.00 t2z/weather.nominal,oneR,cat,no,12,2,4,5,50.00,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,12,2,5,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,j48,cat,no,12,2,5,1,50.00,50.00,0.00,100.00 t2z/weather.nominal,nbk,cat,no,12,2,5,1,100.00,100.00,0.00,100.00 t2z/weather.nominal,oneR,cat,no,12,2,5,1,50.00,50.00,0.00,100.00 t2z/weather.nominal,bayes,cat,no,11,3,5,2,66.67,0.00,33.33,0.00 t2z/weather.nominal,j48,cat,no,11,3,5,2,33.33,0.00,50.00,0.00 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