diff --git a/NOTES b/NOTES
index 7d80099..6f598a0 100644
--- a/NOTES
+++ b/NOTES
@@ -4,3 +4,6 @@ MultClassPipe3.py
 cross_validate_vs_loopity_loop (p.k.a : practice_cv2.py)
 intra_model_gscv.py
 Example5 from unsup_v1.py
+UQ_FS_fn.py: function to call for running FS and Hyperparam for classification models
+<TODO>: oversampling, FS for each hyperparam, blind test with MDR column?
+