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Hyperparameters chosen for training of the neural networks are shown here
| Hyper parameter | ECHA dataset | CompFood dataset |
|---|---|---|
| EPOCHS | 38 | 14 |
| Learning rate | 0.000844 | 0.0002409 |
| Batch size | 20 | 12 |
| Rate decay | 0.1 every 35 epochs | – |
| Weight decay | 2.57e−7 | 0.000186 |
| Feature size | 28 | 4 |
| Filter size | 4 | 4 |
| Weight class 0 | 0.65127 | 1.24926 |
| Weight class 1 | 1.34672 | 1.1977 |
| Final layer neurons | 16 | 32 |
