Table 9.

Descriptive statistics of the performance of CatBoost26 on 97 random splits in train and validation sets using 10 fold cross validation on the training set.

	spec_test	sens_test	roc_test	f1_test	spec_cv10	sens_cv10	roc_cv10	f1_cv10
mean	0.9966	0.9995	0.9987	0.9992	0.9962	0.9990	0.9978	0.9988
std	0.0065	0.0017	0.0030	0.0016	0.0025	0.0006	0.0010	0.0005
min	0.9730	0.9906	0.9818	0.9906	0.9908	0.9969	0.9950	0.9973
25%	1.0000	1.0000	0.9978	0.9978	0.9953	0.9985	0.9973	0.9985
50%	1.0000	1.0000	1.0000	1.0000	0.9956	0.9993	0.9977	0.9988
75%	1.0000	1.0000	1.0000	1.0000	0.9977	0.9992	0.9985	0.9992
max	1.0000	1.0000	1.0000	1.0000	1.0000	1.0000	0.9996	0.9996