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

Table 4

Validation of the proposed model for 30 features.

Model	Accuracy	Precision	Recall	F1-score	Cohen kappascore
PCA-ANN	85.29	0.861	0.853	0.850	0.6912
RF-ANN	85.29	0.856	0.882	0.883	0.6996
PCA-RNN	86.76	0.873	0.868	0.865	0.7233
RF-RNN	89.70	0.902	0.897	0.898	0.7909
PCA-DNN	88.23	0.885	0.882	0.882	0.7597
RF-DNN	91.17	0.912	0.912	0.912	0.7809