Views
No views yet
| Hyperparameter | Value |
|---|---|
| memory | |
| steps | [('scaler', MinMaxScaler()), ('mlp', MLPClassifier(verbose=True))] |
| verbose | False |
| scaler | MinMaxScaler() |
| mlp | MLPClassifier(verbose=True) |
| scaler__clip | False |
| scaler__copy | True |
| scaler__feature_range | (0, 1) |
| mlp__activation | relu |
| mlp__alpha | 0.0001 |
| mlp__batch_size | auto |
| mlp__beta_1 | 0.9 |
| mlp__beta_2 | 0.999 |
| mlp__early_stopping | False |
| mlp__epsilon | 1e-08 |
| mlp__hidden_layer_sizes | (100,) |
| mlp__learning_rate | constant |
| mlp__learning_rate_init | 0.001 |
| mlp__max_fun | 15000 |
| mlp__max_iter | 200 |
| mlp__momentum | 0.9 |
| mlp__n_iter_no_change | 10 |
| mlp__nesterovs_momentum | True |
| mlp__power_t | 0.5 |
| mlp__random_state | |
| mlp__shuffle | True |
| mlp__solver | adam |
| mlp__tol | 0.0001 |
| mlp__validation_fraction | 0.1 |
| mlp__verbose | True |
| mlp__warm_start | False |
| Metric | Value |
|---|---|
| accuracy | 0.848003 |
| f1 score | 0.756372 |
| precision | 0.779951 |
| recall | 0.734177 |
[More Information Needed]