Table 11.2. Model performances evaluated... | Emerald Publishing

Table 11.2.

Model performances evaluated on the holdout test set.


Name	Model	Area under the receiver operating characteristic curve	Threshold	Sensitivity	Specificity
A	Baseline model	0.655	N/A	0.551	0.759
B	Logistic regression	0.697	Youden’s J statistic	0.708	0.644
C	Random forest	0.727	Youden’s J statistic	0.755	0.629
D	Random forest	0.727	Specificity = 0.25	0.921	0.250
E	Random forest	0.727	Specificity = 0.75	0.562	0.750


Name	Model	Area under the receiver operating characteristic curve	Threshold	Sensitivity	Specificity
A	Baseline model	0.655	N/A	0.551	0.759
B	Logistic regression	0.697	Youden’s J statistic	0.708	0.644
C	Random forest	0.727	Youden’s J statistic	0.755	0.629
D	Random forest	0.727	Specificity = 0.25	0.921	0.250
E	Random forest	0.727	Specificity = 0.75	0.562	0.750