interpretability
Pronunciation: [ɪnˌtɜːrprɪtəˈbɪləti]
Word
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?
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