TAI part 1

Which of the following is NOT a property of TAI?

• Privacy

• Consistency

• Diversity

• Oversight

What is the Taxonomy of XAI approaches according to Method Applicability criteria?

• Model Specific/General

• Model Sensitive/General

• Model Specific/Agnostic

• Model Sensitive/Agnostic

What does c-ICE stand for?

• Centered Individual Conditional Expectation

• Centered Individual Conditional Effect

• Centered Interpretable Conditional Effect

• Centered Interpretable Conditional Expectation

Which of the following model visualization methods is theoretically resistant to feature correlation?

• PDP

• ALE

• ICE

• UMAP

The process of transforming complex models into more transparent, by ensuring predictions only increase or only decrease calls …

• Model Constraints

• Monotonic Constraints

• Monotonic Conditions

• Model Conditions

What does LIME stand for?

• Linked Integrated Model-Aggressive Explanations

• Local Integrated Model Explanations

• Lovely Interpretable Model Explanations

• Local Interpretable Model-Agnostic Explanations

Which explanation is the easiest to interpret by a layperson?

• Lime

• Anchors

• Shap

• All are equally interpretable

What is NOT a benefit of SHAP?

• Importance is fairly distributed among features

• Fast to compute

• Allows for contrastive explanations

• Backed with solid theory