Create two association rules and calculation the confidence


Problem 1

Create two association Rules and calculation the confidence, Lift ratio, and describe your findings.

Formal Shirt

Formal Pants Jeans t-shirt Formal Shoes Belt
Formal Pants Formal Shirt t-shirt Formal Shoes    
Formal Shoes Formal Shirt Formal Pants      
Formal Shoes Jeans t-shirt      
Formal Pants t-shirt Jeans Formal Shirt Belt Formal Shoes
Formal Shirt Formal Pants Formal Shoes Jeans    
Jeans Belt        
Formal Shoes Formal Pants Formal Shirt t-shirt Jeans Belt
Formal Shirt Formal Pants t-shirt Formal Shoes Belt  
Formal Shoes Formal Pants Formal Shirt Belt    
Belt t-shirt Jeans Formal Shoes    
t-shirt Formal Pants Formal Shirt Formal Shoes    
Formal Pants Formal Shirt Formal Shoes      
Formal Shoes Formal Pants Jeans Formal Shirt    
Jeans Formal Pants Formal Shoes      
Formal Pants Formal Shoes Belt Formal Shirt    
Formal Shoes Formal Pants Formal Shirt      
Formal Pants t-shirt        
Formal Shoes Formal Pants Belt t-shirt Formal Shirt Jeans
Belt Formal Shoes Formal shirt Formal Pants    
Jeans t-shirt Formal Pants      
Formal Shirt Formal Pants Jeans t-shirt Formal Shoes  
Formal Shoes t-shirt        
Jeans Formal Shoes Belt Formal Shirt    
Formal Pants Formal Shoes t-shirt Formal Shirt    
Belt Formal Pants Jeans      
Formal Shirt Jeans t-shirt Belt    
Jeans Formal Pants Belt t-shirt Formal Shoes Formal Shirt
Formal Shirt Jeans Formal Shoes      
Formal Shirt Jeans Formal Pants Formal Shoes Belt  

Problem 2:

Chawdhry Inc is interested in making Laptop Bags for the business world. They will produce two types of bags: Backpacks and Leather Sleeves. The Backpack will sell for $15 and the Sleeve will sell for $25

There are four processes that go into making the bags. They are detailed below with the amount of time in hours it takes to make EACH bag.

  Processing Time
Cutting and Dying 7/10 1
Sewing 1/2 5/6
Finishing 1 2/3
Inspection and Packaging 1/10 1/4

The max times available for each of these production steps is listed below. Determine how many of each bags should be produced in order to maximize profits for Chawdhry, Inc.

  Max Time
Cutting and Dying 630
Sewing 600
Finishing 708
Inspection and Packaging 135

Parameter

Model

Constraints

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Operation Management: Create two association rules and calculation the confidence
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