An Improved Deep Learning-Based Technique for Driver Detection and Driver Assistance in Electric Vehicles with Better Performance

Table 6

Validation of the proposed model for 50 features.

Model	Accuracy	Precision	Recall	F1-score	Cohen kappascore
PCA-ANN	73.56	0.735	0.735	0.735	0.3564
RF-ANN	75.34	0.753	0.753	0.753	0.3043
PCA-RNN	77.16	0.771	0.771	0.771	0.3411
RF-RNN	78.99	0.789	0.789	0.789	0.4266
PCA-DNN	78.53	0.785	0.785	0.785	0.4309
RF-DNN	80.36	0.806	0.804	0.803	0.4696