Table 3 List of hyperparameters used in this work.
From: A multi-scale feature extraction fusion model for human activity recognition
Period | Hyperparameters | Values | |
|---|---|---|---|
Data preprocessing | Window size | 128 | |
Step | 64 | ||
Feature extraction | Separable convolution_1 | Kernel size | 3/5/7 |
Filters | 64 | ||
Maxpooling | Pooling size | 2 | |
Separable convolution_2 | Kernel size | 3/5/7 | |
Filters | 128 | ||
GRU_1 neurons | 128 | ||
GRU_2 neurons | 128 | ||
Training | Optimizer | Adam | |
Number of epochs | 100 | ||
Batch size | 128 | ||
Learning rate | 0.001 | ||
