ChisDong commited on
Commit
6b524de
·
verified ·
1 Parent(s): 24628fe

Upload ucfedavg/rounds/round_12/hospital_NVIDIA_round_12_metadata.json with huggingface_hub

Browse files
ucfedavg/rounds/round_12/hospital_NVIDIA_round_12_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": 12,
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_12.safetensors",
17
+ "created_at": "2026-05-25T16:40:35.343289",
18
+ "train_loss": 0.5436375045941936,
19
+ "train_accuracy": 0.8221638195356986,
20
+ "train_sensitivity_macro": 0.7961219314744108,
21
+ "train_specificity_macro": 0.963801333297255,
22
+ "train_precision_macro": 0.7287844001586181,
23
+ "train_f1_macro": 0.7580966032523866,
24
+ "train_auc_macro_ovr": 0.9726131021321206,
25
+ "val_loss": 0.5450105838244781,
26
+ "val_accuracy": 0.8229166666666666,
27
+ "val_sensitivity_macro": 0.6109282639907958,
28
+ "val_specificity_macro": 0.9620007495704055,
29
+ "val_precision_macro": 0.5835931559335814,
30
+ "val_f1_macro": 0.5834307373874716,
31
+ "val_auc_macro_ovr": 0.9471485140582873,
32
+ "conformal_available": true,
33
+ "conformal_alpha": 0.1,
34
+ "conformal_q_hat": 0.7511678338050842,
35
+ "conformal_coverage": 0.8984375,
36
+ "conformal_avg_prediction_set_size": 1.2109375,
37
+ "conformal_mean_nonconformity": 0.23525916039943695,
38
+ "conformal_f1_macro": 0.5834307373874716,
39
+ "conformal_auc_macro": 0.9471485140582873,
40
+ "delta_file": "hospital_NVIDIA_round_12_delta.safetensors"
41
+ }