Commit
•
88971af
1
Parent(s):
35cea74
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,27 @@
|
|
| 1 |
---
|
| 2 |
license: mit
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: mit
|
| 3 |
---
|
| 4 |
+
|
| 5 |
+
# ESM-2 Full Finetune for Binding Sites
|
| 6 |
+
|
| 7 |
+
```python
|
| 8 |
+
Train metrics:
|
| 9 |
+
|
| 10 |
+
{'eval_loss': 0.13651661574840546,
|
| 11 |
+
'eval_accuracy': 0.9656322509450104,
|
| 12 |
+
'eval_precision': 0.38616650354104665,
|
| 13 |
+
'eval_recall': 0.9618091516702236,
|
| 14 |
+
'eval_f1': 0.55107594226701,
|
| 15 |
+
'eval_auc': 0.9637635647574605,
|
| 16 |
+
'eval_mcc': 0.5977943918337999}
|
| 17 |
+
|
| 18 |
+
Test metrics:
|
| 19 |
+
|
| 20 |
+
{'eval_loss': 0.2910114824771881,
|
| 21 |
+
'eval_accuracy': 0.923270649115702,
|
| 22 |
+
'eval_precision': 0.14887069127765168,
|
| 23 |
+
'eval_recall': 0.533511928419524,
|
| 24 |
+
'eval_f1': 0.23278520670392827,
|
| 25 |
+
'eval_auc': 0.7327381144575454,
|
| 26 |
+
'eval_mcc': 0.25329082069818704}
|
| 27 |
+
```
|