Explainability and interpretability aren't used interchangeably.Review LaterTrueFalse

The interpretability alone is sufficient and that the presence of explainability is not of fundamental importance.a.Trueb.False

What are the approaches to Explainability?Review LaterGloballyLocallyManuallyLogically

Explainability acceptance and explainability distance will sum to __________ while using Trustworthy explainable acceptance metric.

Say you are building an AI system to help make diagnoses from X-ray scans. Which of the following statements about explainability of AI do you agree with?1 pointLack of explainability can hamper users’ willingness to trust and adopt an AI system.Explainability is usually achieved through building a chatbot to talk to the user to explain its outputs.Most AI systems are highly explainable, meaning that it’s easy for a doctor to figure out why an AI system gave a particular diagnosis.AI systems are intrinsically “black box” and cannot give any explanation for their outputs.

Question 5What type of explanation method can be used to explain different types of Machine Learning models no matter the model structures and complexity?1 pointModel Trust ExplanationsModel-Agnostic ExplanationsLocal Interpretable Model-Agnostic Explanations (LIME)Model Explanations