use the code r Script below to Answer the questions from number 3 to 7

Questions :

3. Model #1 - First Logistic Regression Model

Reporting Results

Report the results of the regression model. Address the following questions in your analysis. Round all numbers to four decimal places.

• Write the general form and the prediction equationof the logistic multiple regression model for heart disease (target) using variables age (age), resting blood pressure (trestbps), exercised induced angina (exang),and maximum heart rate achieved (thalach). Note: Use the equation editor to write the regression equation.
• Now write the prediction model equation in terms of the natural log of odds to express the beta terms in linear form. Note: Use the equation editor to write the regression equation.
• What do the following terms, from the general form of the model above, mean in terms of an individual having a heart disease?

\f\f\f\f\f1.0 _ training set testing set 0.8 0.6 Classification Error 0.4 0.2 0.0 0 50 100 150 Number of Trees\f\f