Table 3 Hyperparameter optimization results.
From: A conditional random field based feature learning framework for battery capacity prediction
Parameter | Range |
|---|---|
cnn_1 neurons | 9 |
cnn_kernel | 17 |
cnn_2 neurons | 6 |
MaxPooling neurons | 5 |
RNN neurons | 192 |
CRF neurons | 76 |
Dense neurons | 199 |
Learning rate | 0.0005 |
Batch size | 2 |
