Detail — Mlp

Metrics

• Accuracy: 94.33%
• Macro F1: 94.04%
• Weighted F1: 94.27%
• Best Val Acc: 94.50%

Config (JSON)

{
  "tag": "rmsprop_bigbatch",
  "layers": [
    768,
    384
  ],
  "dropouts": [
    0.12,
    0.22
  ],
  "input_dropout": 0.05,
  "activation": "relu",
  "optimizer": "rmsprop",
  "lr": 0.0009,
  "epochs": 100,
  "batch": 512,
  "use_smote": false,
  "test_size": 0.15,
  "val_size": 0.15,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 5
}

Source MD

md/mlp_rmsprop_bigbatch.md