Detail — Mlp

Metrics

• Accuracy: 96.38%
• Macro F1: 96.23%
• Weighted F1: 96.36%
• Best Val Acc: 97.86%

Config (JSON)

{
  "tag": "swish_deep",
  "layers": [
    768,
    384,
    192
  ],
  "dropouts": [
    0.12,
    0.2,
    0.2
  ],
  "input_dropout": 0.05,
  "activation": "swish",
  "optimizer": "adam",
  "lr": 0.0008,
  "epochs": 140,
  "batch": 256,
  "use_smote": true,
  "test_size": 0.15,
  "val_size": 0.15,
  "early_stop_patience": 18,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 7
}

Source MD

md/mlp_swish_deep.md