Marco Tulio Ribeiro

(4 articles)
Feature Importance
1986

Feature Importance

Techniques used to identify and rank the significance of input variables (features) in contributing to the predictive power of a ML model.

Generality: 800

Explainability
2016

Explainability

Ability of a system to transparently convey how it arrived at a decision, making its operations understandable to humans.

Generality: 820

Interpretability
2016

Interpretability

Extent to which a human can understand the cause of a decision made by an AI system.

Generality: 900

XAI (Explainable AI)
2016

XAI
Explainable AI

AI systems designed to provide insights into their behavior and decisions, making them transparent and understandable to humans.

Generality: 775