|
--- |
|
license: mit |
|
language: |
|
- en |
|
library_name: transformers |
|
tags: |
|
- esm |
|
- esm2 |
|
- protein language model |
|
- pLM |
|
- biology |
|
- multilabel sequence classification |
|
--- |
|
# ESM-2 Fine-tuned CAFA-5 |
|
|
|
## Training |
|
|
|
Macro |
|
``` |
|
Epoch 5/5 |
|
Training loss: 0.06925179701577704 |
|
Validation Precision: 0.9821931289359406 |
|
Validation Recall: 0.999934039607066 |
|
Validation MultilabelF1Score: 0.9907671213150024 |
|
Validation AUROC: 0.5831210653861931 |
|
``` |
|
Micro |
|
``` |
|
Validation Precision: 0.9822020821532512 |
|
Validation Recall: 0.9999363677941498 |
|
``` |