Early prediction of acute kidney injury following ICU admission using a multivariate panel of physiological measurements

Table 7 Other average performance metrics from the cross-validation

	Accuracy	Sensitivity	Specificity	Positive Predictive Value	Negative Predictive Value
LR Backward Selection Model	0.724	0.697	0.730	0.337	0.924
LR All Variables Model	0.729	0.698	0.736	0.342	0.925
RF Backward Selection Model	0.739	0.660	0.754	0.346	0.918
RF All Variables Model	0.742	0.673	0.756	0.352	0.921
MLP Backward Selection Model	0.744	0.684	0.756	0.356	0.924
MLP All Variables Model	0.743	0.694	0.753	0.357	0.926

ISSN: 1472-6947