Table 4 Comparison of BIRF and MSVM-RFE on childhood leukaemia dataset
From: A balanced iterative random forest for gene selection from microarray data
BIRF | MSVM-RFE | ||
|---|---|---|---|
Number of Features | AUC | Number of Features | AUC |
1027 | 0.54 | 1024 | 0.4 |
540 | 0.68 | 512 | 0.64 |
221 | 0.87 | 256 | 0.86 |
127 | 0.98 | 128 | 0.92 |
H:88.2% M:100% S:88.8% | |||
107 | 0.99 | 64 | 0.88 |
H:100% M:97.1% S:100% | |||
98 | 0.92 | 32 | 0.79 |
85 | 0.95 | 16 | 0.69 |