Update README.md
Browse files
README.md
CHANGED
@@ -46,8 +46,38 @@ print(embeddings)
|
|
46 |
|
47 |
<!--- Describe how your model was evaluated -->
|
48 |
|
49 |
-
|
50 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
51 |
|
52 |
## Training
|
53 |
The model was trained with the parameters:
|
|
|
46 |
|
47 |
<!--- Describe how your model was evaluated -->
|
48 |
|
49 |
+
| Test | Score |
|
50 |
+
|------------------------|--------------|
|
51 |
+
| cos_sim-Accuracy@1 | 0.730206301 |
|
52 |
+
| cos_sim-Accuracy@3 | 0.859562308 |
|
53 |
+
| cos_sim-Accuracy@5 | 0.892737664 |
|
54 |
+
| cos_sim-Accuracy@10 | 0.928352384 |
|
55 |
+
| cos_sim-Precision@1 | 0.730206301 |
|
56 |
+
| cos_sim-Recall@1 | 0.730206301 |
|
57 |
+
| cos_sim-Precision@3 | 0.286520769 |
|
58 |
+
| cos_sim-Recall@3 | 0.859562308 |
|
59 |
+
| cos_sim-Precision@5 | 0.178547533 |
|
60 |
+
| cos_sim-Recall@5 | 0.892737664 |
|
61 |
+
| cos_sim-Precision@10 | 0.092835238 |
|
62 |
+
| cos_sim-Recall@10 | 0.928352384 |
|
63 |
+
| cos_sim-MRR@10 | 0.801075782 |
|
64 |
+
| cos_sim-NDCG@10 | 0.832189447 |
|
65 |
+
| cos_sim-MAP@100 | 0.803593645 |
|
66 |
+
| dot_score-Accuracy@1 | 0.730136604 |
|
67 |
+
| dot_score-Accuracy@3 | 0.859562308 |
|
68 |
+
| dot_score-Accuracy@5 | 0.892737664 |
|
69 |
+
| dot_score-Accuracy@10 | 0.928352384 |
|
70 |
+
| dot_score-Precision@1 | 0.730136604 |
|
71 |
+
| dot_score-Recall@1 | 0.730136604 |
|
72 |
+
| dot_score-Precision@3 | 0.286520769 |
|
73 |
+
| dot_score-Recall@3 | 0.859562308 |
|
74 |
+
| dot_score-Precision@5 | 0.178547533 |
|
75 |
+
| dot_score-Recall@5 | 0.892737664 |
|
76 |
+
| dot_score-Precision@10 | 0.092835238 |
|
77 |
+
| dot_score-Recall@10 | 0.928352384 |
|
78 |
+
| dot_score-MRR@10 | 0.801040934 |
|
79 |
+
| dot_score-NDCG@10 | 0.832163724 |
|
80 |
+
| dot_score-MAP@100 | 0.803558796 |
|
81 |
|
82 |
## Training
|
83 |
The model was trained with the parameters:
|