ChisDong commited on
Commit
896a796
·
verified ·
1 Parent(s): 9474978

Upload ucfedavg/rounds/round_21/hospital_NVIDIA_round_21_metadata.json with huggingface_hub

Browse files
ucfedavg/rounds/round_21/hospital_NVIDIA_round_21_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": 21,
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_21.safetensors",
17
+ "created_at": "2026-05-25T17:05:15.596065",
18
+ "train_loss": 0.35714101646509433,
19
+ "train_accuracy": 0.876916338151555,
20
+ "train_sensitivity_macro": 0.8853422629366765,
21
+ "train_specificity_macro": 0.975377607747791,
22
+ "train_precision_macro": 0.8068700819102387,
23
+ "train_f1_macro": 0.8412219949109268,
24
+ "train_auc_macro_ovr": 0.9869493962629333,
25
+ "val_loss": 0.6297707097837701,
26
+ "val_accuracy": 0.8359375,
27
+ "val_sensitivity_macro": 0.5773286562644937,
28
+ "val_specificity_macro": 0.9655986015931719,
29
+ "val_precision_macro": 0.5974692882472138,
30
+ "val_f1_macro": 0.5656627386934542,
31
+ "val_auc_macro_ovr": 0.9564449859169137,
32
+ "conformal_available": true,
33
+ "conformal_alpha": 0.1,
34
+ "conformal_q_hat": 0.8061956763267517,
35
+ "conformal_coverage": 0.8984375,
36
+ "conformal_avg_prediction_set_size": 1.2161458333333333,
37
+ "conformal_mean_nonconformity": 0.21341057121753693,
38
+ "conformal_f1_macro": 0.5656627386934542,
39
+ "conformal_auc_macro": 0.9564449859169137,
40
+ "delta_file": "hospital_NVIDIA_round_21_delta.safetensors"
41
+ }