No PCA | PCA | |||||
---|---|---|---|---|---|---|
Oversample | Undersample | No resample | Oversample | Undersample | No resample | |
Clinical Features + TML | 0.59 [0.55, 0.63] | 0.32 [0.28, 0.36] | 0.64 [0.62, 0.66] | 0.55 [0.51, 0.59] | 0.32 [0.27, 0.37] | 0.61 [0.58, 0.64] |
Clinical Features | 0.49 [0.45, 0.52] | 0.32 [0.27, 0.36] | 0.59 [0.56, 0.63] | 0.47 [0.44, 0.51] | 0.32 [0.28, 0.36] | 0.57 [0.52, 0.61] |
Clinical Features (excl. tumour stage) + TML | 0.07 [0.00, 0.11] | 0.12 [0.09, 0.14] | 0.00 [0.00, 0.04] | 0.03 [0.00, 0.08] | 0.12 [0.09, 0.14] | 0.04 [0.00, 0.07] |
Clinical Features (excl. tumour stage) | 0.13 [0.08, 0.16] | 0.13 [0.09, 0.16] | 0.18 [0.11, 0.21] | 0.13 [0.09, 0.17] | 0.13 [0.09, 0.16] | 0.18 [0.09, 0.23] |