Algorithm | # of genes (AC/SCC) | Accuracy | AUC | p-value |
---|---|---|---|---|
A: Comparison with other algorithms on the microarray data itself | ||||
Cox-model filter | 32(32/12) | 74.56(76.38/69.05) | 79.82/79.57 | 2.74 × 10-13 |
Coxpath separate | 142(108/40) | 81.66(83.47/76.19) | 90.95/87.85 | 0 |
glcoxph separate | 11(1/10) | 66.27(60.63/83.33) | 69.99/91.42 | 3.91 × 10-2 |
B: Further validation those signatures on the RNA-seq data | ||||
Cox-model filter | 30(30/11)1 | 56.8(52.86/61.82) | 52.19/68.14 | 0.305 |
Coxpath separate | 126(97/32)1 | 52(50/54.56) | 47.29/67.36 | 0.272 |
glcoxph separate | 9(1/8)1 | 55.20(51.43/60) | 57.21/56.31 | 6.86 × 10-2 |