Table 5.
MacroAvgF1 | AvgROC | 1 − RankLoss | Fmax | ||
---|---|---|---|---|---|
BP | NtN | 0.7724 | 0.8450 | 0.8958 | 0.9416 |
dRW | 0.6875 | 0.8525 | 0.9011 | 0.9455 | |
SVD | 0.6852 | 0.8516 | 0.9479 | 0.9371 | |
AE | 0.5882 | 0.8486 | 0.9049 | 0.5772 | |
DRBM | 0.7699 | 0.8601 | 0.9877 | 0.9382 | |
| |||||
CC | NtN | 0.0101 | 0.6475 | 0.7808 | 0.1957 |
dRW | 0.6599 | 0.8425 | 0.9210 | 0.9553 | |
SVD | 0.6446 | 0.8222 | 0.9585 | 0.9156 | |
AE | 0.7331 | 0.8251 | 0.9678 | 0.9553 | |
DRBM | 0.7438 | 0.8558 | 0.9922 | 0.9448 | |
| |||||
MF | NtN | 0.5071 | 0.7640 | 0.9065 | 0.0700 |
dRW | 0.7346 | 0.8206 | 0.9309 | 0.9610 | |
SVD | 0.7131 | 0.8125 | 0.9631 | 0.9549 | |
AE | 0.7558 | 0.8133 | 0.9639 | 0.6429 | |
DRBM | 0.7719 | 0.8187 | 0.9895 | 0.9499 |