ChisDong commited on
Commit
cfe1053
·
verified ·
1 Parent(s): 50569c3

Upload ucfedavg/rounds/round_1/hospital_NVIDIA_round_1_metadata.json with huggingface_hub

Browse files
ucfedavg/rounds/round_1/hospital_NVIDIA_round_1_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": 1,
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_1.safetensors",
17
+ "created_at": "2026-05-25T16:05:24.338822",
18
+ "train_loss": 1.2215074607067637,
19
+ "train_accuracy": 0.6710468681559352,
20
+ "train_sensitivity_macro": 0.334402765180326,
21
+ "train_specificity_macro": 0.9235287338711495,
22
+ "train_precision_macro": 0.4044997039935478,
23
+ "train_f1_macro": 0.3314393634911356,
24
+ "train_auc_macro_ovr": 0.88475197826297,
25
+ "val_loss": 0.8485559585193793,
26
+ "val_accuracy": 0.7447916666666666,
27
+ "val_sensitivity_macro": 0.40635306692952067,
28
+ "val_specificity_macro": 0.9508220495626496,
29
+ "val_precision_macro": 0.4804431591372902,
30
+ "val_f1_macro": 0.3860091919892584,
31
+ "val_auc_macro_ovr": 0.9042059534094072,
32
+ "conformal_available": true,
33
+ "conformal_alpha": 0.1,
34
+ "conformal_q_hat": 0.8349410891532898,
35
+ "conformal_coverage": 0.8984375,
36
+ "conformal_avg_prediction_set_size": 1.6770833333333333,
37
+ "conformal_mean_nonconformity": 0.4464099705219269,
38
+ "conformal_f1_macro": 0.3860091919892584,
39
+ "conformal_auc_macro": 0.9042059534094072,
40
+ "delta_file": "hospital_NVIDIA_round_1_delta.safetensors"
41
+ }