PrashantRanjan09 / LIME-Text_Data

Using LIME (Local Interpretable Model-Agnostic Explanations) for text data

LIME-Text_Data

Implementation of LIME (Local Interpretable Model-Agnostic Explanations) on Text Data. This helps to give an intuitive explanantion of why a model is predicting what it is predicting. The notebook uses a simple classification task to highlight the contributors towards the prediction it made (See Below):

To get more idea and on the functionality underneath

read : https://homes.cs.washington.edu/~marcotcr/blog/lime/