Skip to main content

Advertisement

Table 3 Mean (SD) of the overall performance measures for the breast cancer data over 5000 simulations

From: Review and evaluation of performance measures for survival prediction models in external validation settings

Profile Censoring R2 IBS(3) R2 SH(3) R2 S(3) R2 BS(3) R2 PM R2 D
Low 0% 0.099 (0.032) 0.100 (0.018) 0.101 (0.018) 0.128 (0.037) 0.232 (0.034) 0.225 (0.034)
Low 20% 0.098 (0.033) 0.100 (0.019) 0.101 (0.019) 0.128 (0.038) 0.232 (0.038) 0.228 (0.038)
Low 50% 0.099 (0.034) 0.101 (0.019) 0.101 (0.019) 0.129 (0.040) 0.234 (0.045) 0.238 (0.048)
Low 80% 0.098 (0.041) 0.100 (0.024) 0.099 (0.023) 0.127 (0.060) 0.235 (0.065) 0.255 (0.075)
Medium 0% 0.131 (0.032) 0.133 (0.018) 0.135 (0.018) 0.176 (0.039) 0.279 (0.035) 0.277 (0.036)
Medium 20% 0.133 (0.032) 0.135 (0.018) 0.135 (0.018) 0.177 (0.040) 0.280 (0.038) 0.280 (0.038)
Medium 50% 0.131 (0.034) 0.135 (0.019) 0.134 (0.019) 0.176 (0.045) 0.279 (0.046) 0.283 (0.047)
Medium 80% 0.130 (0.045) 0.133 (0.025) 0.131 (0.025) 0.176 (0.082) 0.281 (0.068) 0.292 (0.071)
High 0% 0.121 (0.028) 0.123 (0.015) 0.125 (0.015) 0.165 (0.035) 0.247 (0.035) 0.243 (0.034)
High 20% 0.121 (0.028) 0.124 (0.016) 0.124 (0.016) 0.165 (0.038) 0.247 (0.038) 0.242 (0.037)
High 50% 0.121 (0.031) 0.125 (0.016) 0.124 (0.017) 0.164 (0.046) 0.247 (0.047) 0.243 (0.046)
High 80% 0.120 (0.048) 0.121 (0.022) 0.120 (0.026) 0.168 (0.114) 0.250 (0.070) 0.252 (0.071)