Update README.md

README.md

@@ -23,8 +23,7 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
-
+This model has been trained using 30 days of Nifty index data at 30-minute intervals. In this training dataset, signal values are represented as follows: 1 for peak signals, -1 for valley signals, and 0 for stay signals. The Smooth Z-Score method is employed to extract training samples. For example, a 30x10 input sample might look like this: 0 0 -1 -1 0 0 1 0 0 1. This model uses these samples to predict the direction of the Nifty index for the next 30 minutes.
 ## Intended uses & limitations
 
 More information needed