Chapter5_Principles_of_Modeling
This directory contains 6 workflows.
Confusion_Matrix_Exercise
Confusion matrix: evaluate the performance of a classification model URL: Guide to Intelligent Data Science https://www.datascienceguide.org/
Confusion_Matrix_Solution
Confusion matrix: evaluate the performance of a classification model URL: Guide to Intelligent Data Science https://www.datascienceguide.org/
Numeric_Scorer_Exercise
Numeric scorer: compare performance of two regression models URL: Guide to Intelligent Data Science https://www.datascienceguide.org/
Numeric_Scorer_Solution
Numeric scorer: compare performance of two regression models URL: Guide to Intelligent Data Science https://www.datascienceguide.org/
ROC_Curve_Exercise
ROC Curve: compare the performance of two classification models URL: Guide to Intelligent Data Science https://www.datascienceguide.org/
ROC_Curve_Solution
ROC Curve: compare the performance of two classification models URL: Guide to Intelligent Data Science https://www.datascienceguide.org/