Research Article

Human Activity Recognition Based on a Modified Capsule Network

Table 2

Evaluation metrics of the MCN model on the test set.

 PrecisionRecallF1-score

Walking0.9120.9710.941
Jogging0.9860.9950.990
Down-ramps0.9520.9080.929
Up-ramps0.9510.9440.947
Upstairs0.9820.9750.978
Downstairs0.9870.9620.974