Update README.md

README.md

@@ -29,3 +29,18 @@ configs:
   - 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.