Table 1 The hyperparameters of the intelligent evaluation of the ANN model.
From: Source discrimination of mine water based on the random forest method
Number | Parameter | Value |
|---|---|---|
1 | Type of model | Sequential model |
2 | The number of neurons in the input layer | 6 |
3 | The number of hidden layer and neurons | 2,5 |
4 | The number of neurons in the output layer | 5 |
5 | Activation function of hidden layer | ReLU |
7 | Activation function of output layer | Softmax |
8 | Epoch | 100 |
9 | Learning rate | 0.01 |
10 | Optimizer function | Adam |
11 | Batch_size | 10 |
12 | Dropout rate | 0.5 |
13 | Error limitation | 1*10–4 |
14 | Momentum coefficient | 0.8 |
