CICIDS2017__CNN_BiLSTM__FedAvg__iid/config.json

{
  "tag": "CICIDS2017__CNN_BiLSTM__FedAvg__iid",
  "dataset": "CICIDS2017",
  "model": "CNN_BiLSTM",
  "fl_algo": "FedAvg",
  "partition": "iid",
  "n_clients": 30,
  "n_rounds": 30,
  "max_cap": 2000,
  "total_time_s": 2659.8,
  "model_params": 101921,
  "model_mb": 0.4077,
  "final": {
    "accuracy": 0.9663410162342422,
    "precision": 0.9096619855579675,
    "recall": 0.9205587784343086,
    "f1_binary": 0.915077943260515,
    "f1_macro": 0.9470444700089407,
    "f1_weighted": 0.9664164509338282,
    "fpr": 0.022427521886410628,
    "auc_roc": 0.9946621472295331,
    "threshold": 0.7841078639030457,
    "round": 30,
    "comm_mb": 0,
    "round_time_s": 0
  }
}