Chapter 14: Model Comparison - Fundamentals of Predictive Analytics with JMP, Second Edition [Book]

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Chapter 14: Model Comparison

Perform a Model Comparison with Continuous Dependent Variable

Understand Absolute Measures

Understand Relative Measures

Understand Correlation between Variable and Prediction

Explore the Uses of the Different Measures

Perform a Model Comparison with Binary Dependent Variable

Understand the Confusion Matrix and Its Limitations

Understand True Positive Rate and False Positive Rate

Interpret Receiving Operator Characteristic Curves

Compare Two Example Models Predicting Churn

Perform a Model Comparison Using the Lift Chart

Train, Validate, and Test

Perform Stepwise Regression

Examine the Results of Stepwise Regression

Compute the MSE, MAE, and Correlation

Examine the Results for MSE, MAE, and Correlation ...

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