Research Article

Human Activity Recognition Based on a Modified Capsule Network

Table 4

Evaluation metrics of the MCN model on the WISDM dataset.

 PrecisionRecallF1-score

Walking0.9920.9930.992
Jogging0.9850.9920.988
Sitting0.9971.0000.998
Standing1.0001.0001.000
Upstairs0.9630.9230.943
Downstairs0.9370.9600.948