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Chapter5_​Principles_​of_​Modeling

This directory contains 6 workflows.

IconConfusion_​Matrix_​Exercise 

Confusion matrix: evaluate the performance of a classification model URL: Guide to Intelligent Data Science https://www.datascienceguide.org/

IconConfusion_​Matrix_​Solution 

Confusion matrix: evaluate the performance of a classification model URL: Guide to Intelligent Data Science https://www.datascienceguide.org/

IconNumeric_​Scorer_​Exercise 

Numeric scorer: compare performance of two regression models URL: Guide to Intelligent Data Science https://www.datascienceguide.org/

IconNumeric_​Scorer_​Solution 

Numeric scorer: compare performance of two regression models URL: Guide to Intelligent Data Science https://www.datascienceguide.org/

IconROC_​Curve_​Exercise 

ROC Curve: compare the performance of two classification models URL: Guide to Intelligent Data Science https://www.datascienceguide.org/

IconROC_​Curve_​Solution 

ROC Curve: compare the performance of two classification models URL: Guide to Intelligent Data Science https://www.datascienceguide.org/