BUS 424: Customer Intelligence - Create a Pie Chart for Target Variable - Management Assignment Help

Assignment Task :

Answer the following question: 

a. Using the data set ORGANICS, answer the following questions: 

1) (1) Examine the distribution of the target variable. What is the proportion of individuals who  purchased organic products? 

2) (1) Using the Explore window, create a pie chart for target variable. Submit the chart with  your answers. 

3) (1) Why can TargetAmt not be used as an input for a model used to predict TargetBuy?  Explain. 

b. Add the ORGANICS data source to the Organics diagram workspace. Add a Data Partition node to the diagram and connect it to the Data Source node. Assign 50% of the data for training  and 50% for validation. Add a Decision Tree node to the workspace and connect it to the Data  Partition node. 

4) (1) Create a decision tree model autonomously. Use average square error as the model  assessment statistic. How many leaves are in the optimal tree?  

Submit the Subtree Assessment Plot to support your answer.  

5) (1) Using interactive training, which variable was used for the first split?  

6) (1) What were the competing splits for this first split?  

To support your answers, submit the Split Node 1 window which shows the possible  partition variables and their respective logworths. 

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