Table 1.
Utility metric | AUROCa difference | AUPRCb difference | ||
|
L value | P value | L value | P value |
Maximum mean discrepancy | 384 | .00104c | 392 | <.001c |
Hellinger distanced | 398 | <.001c | 409 | <.001c |
Wasserstein distance | 392 | <.001c | 403 | <.001c |
Cluster analysis | 396, | <.001c | 405 | <.001c |
Propensity mean squared error | 390 | <.001c | 394 | <.001c |
Prediction mean squared error | 396 | <.001c | 397 | <.001c |
Aggregated | 400 | <.001c | 408 | <.001c |
aAUROC: area under the receiver operating characteristic curve.
bAUPRC: area under the precision-recall curve.
cStatistically significant at a Bonferroni adjusted α level of .05.
dHighest metric on the test statistic.