File size: 558 Bytes
27d9589
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
{
  "tag": "Edge_IIoTset__CNN_BiLSTM__FedAvg__iid",
  "dataset": "Edge_IIoTset",
  "model": "CNN_BiLSTM",
  "fl_algo": "FedAvg",
  "partition": "iid",
  "n_clients": 30,
  "n_rounds": 30,
  "total_time_s": 1135.0,
  "model_params": 101921,
  "model_mb": 0.4077,
  "final": {
    "accuracy": 0.99986,
    "precision": 0.999760047990402,
    "recall": 0.99996,
    "f1_binary": 0.9998600139986001,
    "f1_macro": 0.9998599999986,
    "f1_weighted": 0.9998599999986001,
    "fpr": 0.00024,
    "auc_roc": 0.9999842308,
    "threshold": 0.2675802409648895
  }
}