Commit
•
a49599d
1
Parent(s):
d31b7b6
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,31 @@
|
|
| 1 |
---
|
| 2 |
license: mit
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: mit
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
library_name: transformers
|
| 6 |
+
tags:
|
| 7 |
+
- esm
|
| 8 |
+
- esm2
|
| 9 |
+
- protein language model
|
| 10 |
+
- pLM
|
| 11 |
+
- biology
|
| 12 |
+
- multilabel sequence classification
|
| 13 |
---
|
| 14 |
+
# ESM-2 Fine-tuned CAFA-5
|
| 15 |
+
|
| 16 |
+
## Training
|
| 17 |
+
|
| 18 |
+
Macro
|
| 19 |
+
```
|
| 20 |
+
Epoch 5/5
|
| 21 |
+
Training loss: 0.06925179701577704
|
| 22 |
+
Validation Precision: 0.9821931289359406
|
| 23 |
+
Validation Recall: 0.999934039607066
|
| 24 |
+
Validation MultilabelF1Score: 0.9907671213150024
|
| 25 |
+
Validation AUROC: 0.5831210653861931
|
| 26 |
+
```
|
| 27 |
+
Micro
|
| 28 |
+
```
|
| 29 |
+
Validation Precision: 0.9822020821532512
|
| 30 |
+
Validation Recall: 0.9999363677941498
|
| 31 |
+
```
|