13.Explain why AND how to do Simple Linear Optimization14.Compare Linear Regression to Logistic Regression15.Explain each of the four Predictive Model Performance Metrics categories.16.Explain what a “smoothing constant” is and how it is usedI expect answers 5-10 sentences long plus examples.