Evaluate the accuracy of an artificial intelligence system : Assessing the Accuracy of a Classification Model

Evaluate the accuracy of an artificial intelligence system : Assessing the Accuracy of a Classification Model

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial explains how to assess the accuracy of a regression model by comparing predicted values with actual values. It introduces the concept of a confusion matrix, which helps summarize model performance. The tutorial also covers how to calculate model accuracy and provides a short code snippet for this purpose. Finally, it assigns homework to calculate accuracy for other models discussed in the section.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

How is the accuracy of the model calculated from the confusion matrix?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What homework task was assigned regarding model accuracy?

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