Security and Communication Networks / 2020 / Article / Tab 11

Research Article

Wearable Sensor-Based Human Activity Recognition Using Hybrid Deep Learning Techniques

Table 11

Average accuracy of different activities with five deep learning models.

IDCNN (%)LSTM (%)CNN-BLSTM (%)CNN-GRU (%)CNN-LSTM (%)

A197.5097.7097.4199.7599.03
A297.2597.1095.6598.9997.78
A395.6097.1510096.5798.86
A491.2690.2691.9681.9990.76
A590.8090.8084.7492.4893.09
A699.6798.5810099.7899.78
A776.4764.8644.4477.7894.44
A810066.6766.6750.00100
A963.8369.3962.0748.0076.00
A1084.8570.2780.0052.9482.35
A1172.5069.3365.0071.7982.05
A1283.3070.2770.5955.5688.89