Security and Communication Networks / 2020 / Article / Tab 10

Research Article

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

Table 10

Average accuracy of various actions in CNN-LSTM, RF, and KNN models.

IDRF (%)KNN (%)CNN-LSTM (%)

A199.9088.1099.03
A292.5097.8097.78
A390.2099.4098.86
A491.9083.8090.76
A590.8087.5093.09
A697.1010099.78
A771.3066.7094.44
A872.0068.00100
A951.3038.6076.00
A1074.9036.3082.35
A1159.2033.7082.05
A1261.1057.9088.89