Archives for explainability of machine learning models

11 Feb

Explainable AI’s disagreement problem

Critics have often spoken about the ambiguous nature of the term ‘explainability’, going as far as calling it virtual signalling that is severely disconnected from reality.

06 Mar

Hands-on Guide to Interpret Machine Learning with SHAP

Rajkumar Lakshmanamoorthy ai explanability and interpretability

An open-source library, SHAP puts an end to the question on reliability of a machine learning model

The post Hands-on Guide to Interpret Machine Learning with SHAP appeared first on Analytics India Magazine.

06 Mar

Hands-on Guide to Interpret Machine Learning with SHAP

Rajkumar Lakshmanamoorthy ai explanability and interpretability

An open-source library, SHAP puts an end to the question on reliability of a machine learning model

The post Hands-on Guide to Interpret Machine Learning with SHAP appeared first on Analytics India Magazine.

21 Dec

A Greater Foundation For The Triumph Of Deep Learning With XAI

Ganapathi Pulipaka Deep learning with explainable AI

Asimov back in the day, to avoid the perils and dangers of robots taking over the humans, set three rules to restrict the behaviour of robots, such as a robot cannot hurt a human or injure and a robot must always obey the orders except where there’s a conflict to the first law. At the…

The post A Greater Foundation For The Triumph Of Deep Learning With XAI appeared first on Analytics India Magazine.