CICIDS2017__BiLSTM__FedAvg__iid/config.json

{
  "tag": "CICIDS2017__BiLSTM__FedAvg__iid",
  "dataset": "CICIDS2017",
  "model": "BiLSTM",
  "fl_algo": "FedAvg",
  "partition": "iid",
  "n_clients": 30,
  "n_rounds": 30,
  "max_cap": 2000,
  "total_time_s": 3254.7,
  "model_params": 79233,
  "model_mb": 0.3169,
  "final": {
    "accuracy": 0.8637496489440059,
    "precision": 0.6234076604540006,
    "recall": 0.7788557236234522,
    "f1_binary": 0.6925155858858045,
    "f1_macro": 0.8025004894701364,
    "f1_weighted": 0.869152255269691,
    "fpr": 0.11542387048524042,
    "auc_roc": 0.9205327859123894,
    "threshold": 0.6607353091239929,
    "round": 30,
    "comm_mb": 0,
    "round_time_s": 0
  }
}