Update README.md

README.md

@@ -29,7 +29,7 @@ Use colab userinterface for making prediction from protein structure files in .c
 [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1JLhLpvXG4plzPtIliG_CJnYui6P8Pu1J?usp=sharing)
 
 ## Model Description
-The model learns the structural embedding manifold of known protease inhibitors and assigns a **reconstruction error** to inputs. High reconstruction errors indicate potential non-PIs based on structural features learned from the training distribution, allowing for the filtering of non-PI-like structures.
+An autoencoder model trained on the structural embedding  of known protease inhibitors and assigns a **reconstruction error** to inputs. High reconstruction errors indicate potential non-PIs based on structural features learned from the training distribution, allowing for the filtering of non-PI-like structures.
 
 
 * **Model type:** Fully connected Autoencoder (via PyOD)