Table 4. Cytotoxic T cell signature training set prediction.

AUC	Sens	Spec	AUCSD	SensSD	SpecSD	Model
0.681	0.603	0.737	0.064	0.155	0.149	Random forest
0.674	0.604	0.665	0.076	0.144	0.088	Penalized discriminant analysis
0.647	0.597	0.717	0.052	0.130	0.144	Bagged CART
0.628	0.616	0.677	0.074	0.117	0.113	Penalized logistic regression
0.622	0.472	0.696	0.099	0.123	0.137	CART
0.607	0.579	0.586	0.075	0.121	0.121	Sparse discriminant analysis
0.574	0.515	0.625	0.249	0.302	0.246	Linear discriminant
0.545	0.420	0.545	0.167	0.242	0.222	Naive Bayes

AUC, area under the curve; Sens, sensitivity; Spec, specificity; AUCSD, area under the curve standard deviation; SensSD, sensitivity standard deviation; SpecSD, specificity standard deviation; CART, classification and regression tree