SlideShare a Scribd company logo
RandomForest for Bogo 5 #0:
precision recall f1-score support
No 0.84 0.90 0.87 1005
Yes 0.66 0.52 0.58 358
avg / total 0.79 0.80 0.80 1363
RandomForest for Bogo 5 #1:
precision recall f1-score support
No 0.94 0.98 0.96 1151
Yes 0.86 0.68 0.76 211
avg / total 0.93 0.93 0.93 1362
RandomForest for Bogo 10 #0:
precision recall f1-score support
No 0.93 0.97 0.95 1144
Yes 0.82 0.63 0.71 230
avg / total 0.91 0.91 0.91 1374
RandomForest for Bogo 10 #1:
precision recall f1-score support
No 0.94 0.98 0.96 1234
Yes 0.74 0.45 0.56 150
avg / total 0.92 0.92 0.92 1384
RandomForest for Disc 7 #0:
precision recall f1-score support
No 0.93 0.97 0.95 1155
Yes 0.76 0.59 0.66 213
avg / total 0.90 0.91 0.90 1368
RandomForest for Disc 10 #0:
precision recall f1-score support
No 0.78 0.87 0.82 858
Yes 0.70 0.57 0.63 478
avg / total 0.75 0.76 0.75 1336
RandomForest for Disc 10 #1:
precision recall f1-score support
No 0.92 0.96 0.94 1102
Yes 0.82 0.67 0.74 278
avg / total 0.90 0.91 0.90 1380
RandomForest for Disc 20 #0:
precision recall f1-score support
No 0.76 0.78 0.77 724
Yes 0.73 0.70 0.71 598
avg / total 0.74 0.74 0.74 1322
RandomForest for Info #0:
precision recall f1-score support
No 0.80 0.85 0.83 844
Yes 0.71 0.64 0.67 485
avg / total 0.77 0.77 0.77 1329
RandomForest for Info #1:
precision recall f1-score support
No 0.90 0.94 0.92 1008
Yes 0.81 0.73 0.77 369
avg / total 0.88 0.88 0.88 1377

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Final classification report

  • 1. RandomForest for Bogo 5 #0: precision recall f1-score support No 0.84 0.90 0.87 1005 Yes 0.66 0.52 0.58 358 avg / total 0.79 0.80 0.80 1363 RandomForest for Bogo 5 #1: precision recall f1-score support No 0.94 0.98 0.96 1151 Yes 0.86 0.68 0.76 211 avg / total 0.93 0.93 0.93 1362 RandomForest for Bogo 10 #0: precision recall f1-score support No 0.93 0.97 0.95 1144 Yes 0.82 0.63 0.71 230 avg / total 0.91 0.91 0.91 1374 RandomForest for Bogo 10 #1: precision recall f1-score support No 0.94 0.98 0.96 1234 Yes 0.74 0.45 0.56 150 avg / total 0.92 0.92 0.92 1384 RandomForest for Disc 7 #0: precision recall f1-score support No 0.93 0.97 0.95 1155 Yes 0.76 0.59 0.66 213 avg / total 0.90 0.91 0.90 1368 RandomForest for Disc 10 #0: precision recall f1-score support No 0.78 0.87 0.82 858 Yes 0.70 0.57 0.63 478
  • 2. avg / total 0.75 0.76 0.75 1336 RandomForest for Disc 10 #1: precision recall f1-score support No 0.92 0.96 0.94 1102 Yes 0.82 0.67 0.74 278 avg / total 0.90 0.91 0.90 1380 RandomForest for Disc 20 #0: precision recall f1-score support No 0.76 0.78 0.77 724 Yes 0.73 0.70 0.71 598 avg / total 0.74 0.74 0.74 1322 RandomForest for Info #0: precision recall f1-score support No 0.80 0.85 0.83 844 Yes 0.71 0.64 0.67 485 avg / total 0.77 0.77 0.77 1329 RandomForest for Info #1: precision recall f1-score support No 0.90 0.94 0.92 1008 Yes 0.81 0.73 0.77 369 avg / total 0.88 0.88 0.88 1377