HariishHafiiz commited on
Commit
ec97cd5
·
verified ·
1 Parent(s): 03783ec

Upload summary.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. summary.json +40 -0
summary.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "classifier": "RF",
3
+ "best_params": {
4
+ "max_depth": 10,
5
+ "min_samples_split": 5,
6
+ "n_estimators": 300
7
+ },
8
+ "features": [
9
+ "cosine_tfidf_c",
10
+ "cosine_w2v",
11
+ "cosine_lda",
12
+ "cosine_sbert_ft",
13
+ "same_component",
14
+ "same_priority",
15
+ "same_version",
16
+ "same_comp_ver",
17
+ "time_diff_created",
18
+ "log_time_diff"
19
+ ],
20
+ "n_features": 10,
21
+ "sbert_source": "hf_ft",
22
+ "val": {
23
+ "F1": 0.9993,
24
+ "Precision": 0.9993,
25
+ "Recall": 0.9993,
26
+ "note": "ablation model (train-only), NOT final_clf"
27
+ },
28
+ "test": {
29
+ "F1": 0.9851590106007068,
30
+ "Precision": 0.9789325842696629,
31
+ "Recall": 0.9914651493598862
32
+ },
33
+ "efficiency": {
34
+ "avg_ms_pair": 35.70887744748915,
35
+ "throughput_pairs_s": 28.00424072334748,
36
+ "K_retrieval": 50,
37
+ "classification_ms_report": 1785.4438723744574,
38
+ "throughput_reports_s": 0.5600848144669496
39
+ }
40
+ }