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

Table 2

Validation of the proposed model for 15features.

Model	Accuracy	Precision	Recall	F1-score	Cohen kappascore
PCA-ANN	91.17	0.912	0.912	0.912	0.7809
RF-ANN	92.64	0.928	0.928	0.928	0.8203
PCA-RNN	92.64	0.930	0.926	0.926	0.8529
RF-RNN	94.11	0.943	0.941	0.941	0.8825
PCA-DNN	95.55	0.956	0.956	0.956	0.9118
RF-DNN	97.05	0.971	0.971	0.971	0.9472