| | --- |
| | dataset_info: |
| | features: |
| | - name: IdA |
| | dtype: string |
| | - name: IdB |
| | dtype: string |
| | - name: labels |
| | dtype: float64 |
| | - name: mechanism |
| | dtype: string |
| | - name: effect |
| | dtype: string |
| | - name: score |
| | dtype: float64 |
| | - name: sentence |
| | dtype: string |
| | - name: signor_id |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 12875889 |
| | num_examples: 31474 |
| | download_size: 4977813 |
| | dataset_size: 12875889 |
| | configs: |
| | - config_name: default |
| | data_files: |
| | - split: train |
| | path: data/train-* |
| | --- |
| | |
| | Downloaded from SIGNOR 4.0 on 2/4/2026: https://signor.uniroma2.it/downloads.php |
| |
|
| | Used the Complete Dataset for Homo sapiens |
| |
|
| | - Filtered to entries where TYPEA=='protein' and TYPEB=='protein' |
| | - Filtered to entries where DIRECT=='YES' |
| | - Dropped entries where EFFECT=='uknown' |
| | - Dropped a single entry where EFFECT=='form complex' |
| | - Filtered to only include the shown columns (renamed) |
| | - Dropped duplicates |
| |
|
| | Assigned a label of 2 to entries whose EFFECT was 'binding', as well as entries for which the invert appeared (If IDA=X and IDB=Y, when the inverse exists in the dataset, those get a label of 2) |
| |
|
| | The rest of the entries received a label of 1. The IDs for those entries were then inverted and added to the dataset. The inverted pairs received a label of 0. |
