Why do we split the dataset into training and test data

Assignment Help Computer Engineering

Reference no: EM131871934

Assignment

1. Identify the dependent variable and independent variables in the Credit Approval data set.

2. provide a one-paragraph masters-level response describing what you anticipate that the ctree (conditional inference tree) method will accomplish for the Credit Approval data? Be specific about the behavior and structure of tree-based models.

3. Why do we split the dataset into training and test data? Provide a oneparagraph, masters-level response in your own words.

4. interpret the structure of the model including the splitting and leaf nodes in your discussion. Provide a one-paragraph, masters-level response.

5. Based on the results of your ctree model, which independent variables could be significant predictors of the dependent variable? Justify why you made this conclusion by supporting your answer with specific references to the ctree model itself. Provide a one-paragraph, masters-level response.

6. What differences did you observe between the Apriori association rules method and the Conditional Inference ctree method? Compar and contrast at least two characteristics from each method. Provide a one-paragraph, masters-level response.

7. Do missing values affect the results of the ctree model? Provide a oneparagraph, masters-level response.

Attachment:- newcredit.rar

Reference no: EM131871934

Questions Cloud

Calculate the amount of employee taxes : Calculate the amount of employee taxes withheld and prepare the company's journal entry to record the April payroll assuming these were the only deductions

Find two new marketing opportunities suitable for market : Find two new marketing opportunities suitable for the Australian market. You will present these ideas and your findings in a report to be presented.

Principles that drive protein folding for primary : And what is the relationship between protein folding and protein function?

What are some of the challenges that individual is facing : What are some of the challenges that this individual is facing? Knowing these challenges associated with trajectories and transitions outlined in the text.

Why do we split the dataset into training and test data : Why do we split the dataset into training and test data? Provide a oneparagraph, masters-level response in your own words.

Differences between process-costing and job order costing : What are the differences between process-costing and job order costing? When might it be more beneficial to use one over the other

Discuss the importance of fiber and fats : Discuss the importance of fiber and fats and the effects of long-term (more than 3 months) dieting on the human body and health use examples

Order of amino acids on the protein : A certain small enzyme is needed to extracellularly digest food. The order of the bases on the DNA molecule is ACCAAATCGTTC.

Why is it that fungal infections are difficult to treat : 1. Why is it that fungal infections are difficult to treat in humans?

User Account

All Pages