Skip to main content
. 2020 Jul 9;5(28):17022–17032. doi: 10.1021/acsomega.9b04195

Table 5. 5-Fold Cross Validation Results Performed by the RF Classifier on Behavior Features.

test set accuracy (%) sensitivity (%) precision (%) MCC specificity (%) AUC
1 74.59 74.45 74.66 0.6209 74.74 0.7872
2 74.83 73.97 75.27 0.6233 75.70 0.7920
3 75.55 73.58 76.60 0.6303 77.52 0.7975
4 74.54 72.62 75.52 0.6202 76.46 0.7816
5 75.84 75.31 76.12 0.6336 76.37 0.8028
average 75.07 ± 0.59 73.99 ± 1.00 75.64 ± 0.75 0.6257 ± 0.0060 76.16 ± 1.03 0.7922 ± 0.0083