ADVANCED TAUN - XAI 1

According to the Unibank study, AI algorithms tend to discriminate against which group?

• Men

• Women

• Children

• Elderly

What is required for consistency and stability in interpretability?

• Different results for the same inputs

• Same results for different models trained with the same training set

• Random results for similar inputs

• Unique results for each model

What is the term used to describe an explanation that explores alternative scenarios to understand a decision-making process?

• Hypothetical Analysis

• Counterfactual Explanation

• Predictive Modeling

• Descriptive Analysis

מי מהבאים נחשבת שיטה נאיבית לאינטרפרטיביליות?

• גרף של פונקציית המטרה כפונקציה של הפיצ'ר

• ביצועי האלגוריתם ללא הפיצ'ר

• כל התשובות נכונות

How many features should be changed in each cycle of a counterfactual explanation?

• One to two features

• Three to four features

• Five to six features

• Seven to eight features