Detail — Mlp

Metrics

• Accuracy: 96.28%
• Macro F1: 96.17%
• Weighted F1: 96.26%
• Best Val Acc: 97.68%

Config (JSON)

{
  "tag": "deep_3layers_768_384_192",
  "layers": [
    768,
    384,
    192
  ],
  "dropouts": [
    0.15,
    0.2,
    0.2
  ],
  "input_dropout": 0.05,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.0009,
  "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_deep_3layers_768_384_192.md