ChisDong commited on
Commit
47e2a0f
·
verified ·
1 Parent(s): ba15049

Upload ucfedavg/rounds/round_2/hospital_NVIDIA_round_2_metadata.json with huggingface_hub

Browse files
ucfedavg/rounds/round_2/hospital_NVIDIA_round_2_metadata.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "client_id": "hospital_NVIDIA",
3
+ "client_repo": "ChisDong/Client_NVIDIA_IID",
4
+ "scenario": "clientiid",
5
+ "round": 2,
6
+ "status": "completed",
7
+ "method": "UCFedAvg",
8
+ "local_training_method": "FedAvg",
9
+ "aggregation_method": "UCFedAvg",
10
+ "fedprox_mu": 0.01,
11
+ "experiment_folder": "ucfedavg",
12
+ "train_samples": 2283,
13
+ "val_samples": 384,
14
+ "samples": 2283,
15
+ "local_epochs": 1,
16
+ "base_global_model": "ucfedavg/global_model_round_2.safetensors",
17
+ "created_at": "2026-05-25T16:12:53.721897",
18
+ "train_loss": 1.0279996030860477,
19
+ "train_accuracy": 0.7144108628996934,
20
+ "train_sensitivity_macro": 0.4626568382495041,
21
+ "train_specificity_macro": 0.9388635675712544,
22
+ "train_precision_macro": 0.5338459235255698,
23
+ "train_f1_macro": 0.46512281874522704,
24
+ "train_auc_macro_ovr": 0.9215020912218422,
25
+ "val_loss": 0.6862309699257215,
26
+ "val_accuracy": 0.7890625,
27
+ "val_sensitivity_macro": 0.48832029628127077,
28
+ "val_specificity_macro": 0.957497169630149,
29
+ "val_precision_macro": 0.4618206674126174,
30
+ "val_f1_macro": 0.46922542515747784,
31
+ "val_auc_macro_ovr": 0.9359216053902377,
32
+ "conformal_available": true,
33
+ "conformal_alpha": 0.1,
34
+ "conformal_q_hat": 0.7968993186950684,
35
+ "conformal_coverage": 0.8984375,
36
+ "conformal_avg_prediction_set_size": 1.4036458333333333,
37
+ "conformal_mean_nonconformity": 0.3631376326084137,
38
+ "conformal_f1_macro": 0.46922542515747784,
39
+ "conformal_auc_macro": 0.9359216053902377,
40
+ "delta_file": "hospital_NVIDIA_round_2_delta.safetensors"
41
+ }