Detail — Mlp

Metrics

• Accuracy: 95.23%
• Macro F1: 95.10%
• Weighted F1: 95.18%
• Best Val Acc: 97.33%

Config (JSON)

{
  "tag": "strong_dropout",
  "layers": [
    512,
    256
  ],
  "dropouts": [
    0.2,
    0.3
  ],
  "input_dropout": 0.1,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 130,
  "batch": 256,
  "use_smote": true,
  "test_size": 0.15,
  "val_size": 0.15,
  "early_stop_patience": 16,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Source MD

md/mlp_strong_dropout.md