Table 2.

Summary of results for classification with Softmax 80–20 train-test split.

Classifier	Train Accuracy	Test Accuracy	Precision	Recall	F1-Score	EER	CMC (k = 5)
ST-DeepGait	98.8%	91.7%	91.5%	91.6%	91.36	0.0034	0.956
LSTM(128)-Dense(100)	99.3%	82.8%	85.5%	83.7%	83.1%	0.0322	0.957
3-Channel CNN	98.6%	76.0%	81.4%	76.0%	76.2%	0.017	0.891