Table 6 The average CI obtained by different methods in different real datasets.
From: A new semi-supervised learning model combined with Cox and SP-AFT models in cancer survival analysis
Dataset | Cox-EN | Cox-lasso | Cox-MCP | Semi-Cox | SP-Semi-Cox |
|---|---|---|---|---|---|
GSE3141 | 0.838 | 0.832 | 0.841 | 0.858 | 0.862 |
GSE10141 | 0.894 | 0.886 | 0.893 | 0.912 | 0.920 |
GSE22210 | 0.905 | 0.895 | 0.900 | 0.923 | 0.932 |
GSE26389 | 0.890 | 0.894 | 0.898 | 0.915 | 0.919 |
