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interpretability

Pronunciation: [ɪnˌtɜːrprɪtəˈbɪləti]

Word

Learn how to use interpretability in a sentence: 6 audio examples across 2 meanings.

Context: “understanding”

(noun) the ability to understand or explain something clearly. If a work of art or a piece of writing is easy to understand, it has good interpretability.

Example

The interpretability of her poem made it very enjoyable to read.

Example

The interpretability of the instructions was poor, leaving everyone confused about what to do.

Example

How can we improve the interpretability of this report?

Context: “data science”

(noun) how easily a model or algorithm can be understood. It's important in data science because it helps people know why a computer made a certain decision.

Example

The interpretability of the machine learning model helped the team trust its predictions.

Example

Without high interpretability, users might worry about the decisions made by the AI.

Example

What steps can we take to enhance the interpretability of our model?

How to pronounce interpretability

Pronunciation: [ɪnˌtɜːrprɪtəˈbɪləti]

Listen and repeat as many times as you need.

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