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. 2018 Jun 11;5(2):e47. doi: 10.2196/mental.9946

Table 3.

Performance metrics for 16 initial calls.

Cross-validation Acca 95% CI NIRb P value (Acc > NIR) Kappa Sensc Specd PPVe NPVf F1g Prevalence Detection rate Detection prevalence Balanced accuracy
4-fold cross-
validation
0.96 (0.96-
0.97)
0.61 <.001 0.92 0.94 0.98 0.96 0.96 0.95 0.39 0.36 0.38 0.96
10-fold cross-
validation
0.97 (0.96-
0.97)
0.61 <.001 0.93 0.95 0.98 0.96 0.97 0.96 0.39 0.37 0.38 0.97

aAcc: accuracy.

bNIR: no-information rate.

cSens: sensitivity.

dSpec: specificity.

ePPV: positive predictive value.

fNPV: negative predictive value.

gF1: F1 score.