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1. (25 points) Apply single linkage cluster analysis to Berkeley, Cal Tech, UCLA, and UNC in the Excel file Colleges and Universities Cluster Analysis Worksheet and draw a dendrogram illustrating the clustering process.
Classification
2. In the Excel file Credit Risk Data, classify the following record:
a. (25 points) Using k-NN algorithm for k=1 to 5.
b. (25 points) Using discriminant analysis.
Association
3. (25 points) The Excel file Automobile Options provides data on options ordered together for a particular model of automobile. Consider the following rules: Data Mining Homework Assignment Help
a. Rule 1: If Fastest Engine, then Traction Control.
b. Rule 2: If Faster Engine and 16-inch Wheels, then 3 Year Warranty.
Compute the support, confidence, and lift for each of these rules.
Chapter 10 Data Mining
Instructions: Please submit your work in one single Excel file with one tab/worksheet for each problem.
Cluster Analysis
1. (25 points) Apply single linkage cluster analysis to Berkeley, Cal Tech, UCLA, and UNC in the Excel file Colleges and Universities Cluster Analysis Worksheet and draw a dendrogram illustrating the clustering process.
Classification
2. In the Excel file Credit Risk Data, classify the following record: Data Mining Homework Assignment Help
a. (25 points) Using k-NN algorithm for k=1 to 5.
b. (25 points) Using discriminant analysis.
Association
3. (25 points) The Excel file Automobile Options provides data on options ordered together for a particular model of automobile. Consider the following rules: Data Mining Homework Assignment Help
a. Rule 1: If Fastest Engine, then Traction Control.
b. Rule 2: If Faster Engine and 16-inch Wheels, then 3 Year Warranty.
Compute the support, confidence, and lift for each of these rules.
APA Paper Formatting Basics
- All text should be double-spaced
- Use one-inch margins on all sides
- All paragraphs in the body are indented
- Make sure that the title is centered on the page with your name and school/institution underneath
- Use 12-point font throughout
- All pages should be numbered in the upper right hand corner
- The manual recommends using one space after most punctuation marks
- A shortened version of the title (“running head”) should be placed in the upper left hand corner
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