From: AdaBoost-based multiple SVM-RFE for classification of mammograms in DDSM
 | T | MGH | WU | WFUSM | SHH |
---|---|---|---|---|---|
SVM | Â | 0.77497 | 0.91710 | 0.89738 | 0.94945 |
SVM-RFE | Â | 0.77497 | 0.93436 | 0.89859 | 0.95332 |
ENSEMBLE | Â | 0.68951 | 0.76647 | 0.72650 | 0.85677 |
JOIN (1) | Â | 0.75259 | 0.92326 | 0.81433 | 0.91352 |
JOIN (2) | Â | 0.72296 | 0.82307 | 0.72987 | 0.80400 |
JOIN (3) | Â | 0.70815 | 0.76647 | 0.70059 | 0.67598 |
JOIN (4) | Â | 0.58656 | 0.69779 | 0.65667 | 0.55964 |
JOIN (5) | Â | 0.53520 | 0.63858 | 0.65667 | 0.51203 |
MSVM-RFE (bootstrap) | 5 | 0.77497 | 0.91710 | 0.89988 | 0.95379 |
 | 10 | 0.77826 | 0.91710 | 0.89786 | 0.95330 |
 | 15 | 0.77497 | 0.92193 | 0.89738 | 0.95250 |
 | 20 | 0.77497 | 0.93305 | 0.90507 | 0.95267 |
MSVM-RFE (boost) | 5 | 0.77727 | 0.92097 | 0.89848 | 0.94945 |
 | 10 | 0.77497 | 0.93063 | 0.90108 | 0.95292 |
 | 15 | 0.77497 | 0.92352 | 0.90133 | 0.95136 |
 | 20 | 0.77497 | 0.92105 | 0.89957 | 0.95256 |