Table 3 Comparison of training time (Seconds)
From: Joint learning sample similarity and correlation representation for cancer survival prediction
Datasets | Methods | ||||||
|---|---|---|---|---|---|---|---|
MDJL | MKL | MDNNMD | DLMR | CrossAE | VAEcox | DeepSurv | |
GBM | 81.57 | 59.74 | 72.86 | 63.85 | 86.23 | 52.76 | 41.52 |
KRCCC | 118.31 | 90.44 | 103.81 | 96.28 | 130.84 | 79.56 | 64.23 |
LSCC | 71.26 | 54.17 | 62.92 | 57.36 | 80.17 | 48.57 | 36.76 |
BIC | 116.45 | 84.23 | 95.34 | 90.04 | 130.81 | 73.58 | 59.64 |