Table 7 The MSE obtained by different methods in real datasets.
From: A new semi-supervised learning model combined with Cox and SP-AFT models in cancer survival analysis
Dataset | AFT -EN | AFT -lasso | AFT -MCP | Semi-AFT | SP-Semi-AFT |
|---|---|---|---|---|---|
GSE3141 | 3.12 | 3.40 | 3.21 | 2.85 | 2.64 |
GSE10141 | 18.13 | 18.34 | 18.02 | 16.75 | 15.86 |
GSE22210 | 54.22 | 56.17 | 55.33 | 49.88 | 43.61 |
GSE26389 | 20.42 | 21.24 | 20.71 | 17.52 | 15.78 |
