Detail — Mlp

Metrics

• Accuracy: 96.18%
• Macro F1: 96.03%
• Weighted F1: 96.17%
• Best Val Acc: 97.59%

Config (JSON)

{
  "tag": "elu_3layers",
  "layers": [
    512,
    256,
    128
  ],
  "dropouts": [
    0.1,
    0.2,
    0.2
  ],
  "input_dropout": 0.0,
  "activation": "elu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 120,
  "batch": 256,
  "use_smote": true,
  "test_size": 0.15,
  "val_size": 0.15,
  "early_stop_patience": 14,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Source MD

md/mlp_elu_3layers.md