Which method of feature attribution is most suitable for differential models like neural networks?
Wednesday, 02 August 2023
by EITCA Academy
When it comes to feature attribution in differential models like neural networks, there are several methods available that can be utilized. Each method has its own strengths and weaknesses, and the choice of method depends on the specific requirements and characteristics of the model. In this answer, we will explore some of the most commonly
What are the two methods for feature attribution in AI Explanations?
Wednesday, 02 August 2023
by EITCA Academy
Two methods for feature attribution in AI Explanations are Integrated Gradients and XRAI. These methods provide insights into the contribution of individual features or input variables in a machine learning model's decision-making process. Integrated Gradients is a widely used method for feature attribution. It assigns an attribution value to each feature, indicating its importance in