Detail — Mlp

Metrics

• Accuracy: 95.33%
• Macro F1: 95.12%
• Weighted F1: 95.32%
• Best Val Acc: 96.30%

Config (JSON)

{
  "tag": "no_smote_adam",
  "layers": [
    512,
    256
  ],
  "dropouts": [
    0.1,
    0.2
  ],
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 110,
  "batch": 256,
  "use_smote": false,
  "test_size": 0.15,
  "val_size": 0.15,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Source MD

md/mlp_no_smote_adam.md