paint-brush
The Intuition Behind the “LIME” Concept in AI & MLby@sanjaykn170396
512 reads
512 reads

The Intuition Behind the “LIME” Concept in AI & ML

by Sanjay Kumar11mDecember 27th, 2022
Read on Terminal Reader
Read this story w/o Javascript
tldt arrow

Too Long; Didn't Read

LIME stands for “Local Interpretable Model-Agnostic Explanations”  It is a technique used by researchers in machine learning to explain the trust of the model and to measure the confidence of the algorithm. The problem with the mathematical evaluation metrics is that they cannot explain the reasons for the prediction in a simple understandable way. LIME is not an opposite technique to that of traditional evaluation metrics but it is just a set of guidelines to increase the trustiness.
featured image - The Intuition Behind the “LIME” Concept in AI & ML
Sanjay Kumar HackerNoon profile picture
Sanjay Kumar

Sanjay Kumar

@sanjaykn170396

Data scientist | ML Engineer | Statistician

L O A D I N G
. . . comments & more!

About Author

Sanjay Kumar HackerNoon profile picture
Sanjay Kumar@sanjaykn170396
Data scientist | ML Engineer | Statistician

TOPICS

THIS ARTICLE WAS FEATURED IN...

Permanent on Arweave
Read on Terminal Reader
Read this story in a terminal
 Terminal
Read this story w/o Javascript
Read this story w/o Javascript
 Lite