Offline Batch Analysis

Batch data from 100 training runs (not cleaned):

DT/Forest testerror ~ 3-5% SVM(rbf kernel) testerror ~ 13%

100 training runs (cleaned):

DT/Forest testerror ~ 1-2% SVM(rbf kernel) testerror ~ 8%

Batch data from 10 training runs(not cleaned):

DT testerror ~ 30% Forest testerror ~ 27% SVM(rbf kernel) testerror ~54%

10 training runs (cleaned):

DT testerror ~ 6% Forest testerror ~ 5% SVM(rbf kernel) testerror ~ 46%