2.Apply the Apriori algorithm to the following transactional data. The data has been obtained from a popular supermarket chain in Nairobi during the school's opening week. Assume minimum support of minimum support of 25%, and minimum confidence 55%, and derive a rule or rules. Transaction ID Items 1 biscuits, juice, pencil blueband, toothpaste, ink toothpaste, sugar, jam, juice, ink| juice, shoe polish, sugar, cocoa coffee, jam, sugar, juice 6. toothpaste, pencil, toothbrush 7 sugar, shoe polish, toothpaste, juice, blueband 8. juice, sugar, soap, tea 9. Cocoa, sugar, biscuits 10 detergent, soap, blueband 11 sugar, juice, ink, biscuits 12 blueband, juice, biscuits, soap, ink 2. 3. 5.

Operations Research : Applications and Algorithms
4th Edition
ISBN:9780534380588
Author:Wayne L. Winston
Publisher:Wayne L. Winston
Chapter24: Forecasting Models
Section: Chapter Questions
Problem 10RP
icon
Related questions
Question
100%
2.Apply the Apriori algorithm to the following transactional data. The data has been obtained from a
popular supermarket chain in Nairobi during the school's opening week.
Assume minimum support of minimum support of 25%, and minimum confidence 55%, and derive a
rule or rules.
Transaction ID
Items
1
biscuits, juice, pencil
blueband, toothpaste, ink
toothpaste, sugar, jam, juice, ink|
4
juice, shoe polish, sugar, cocoa
coffee, jam, sugar, juice
toothpaste, pencil, toothbrush
7
sugar, shoe polish, toothpaste, juice, blueband
juice, sugar, soap, tea
cocoa, sugar, biscuits
10
detergent, soap, blueband
11
sugar, juice, ink, biscuits
12
blueband, juice, biscuits, soap, ink
2.
Transcribed Image Text:2.Apply the Apriori algorithm to the following transactional data. The data has been obtained from a popular supermarket chain in Nairobi during the school's opening week. Assume minimum support of minimum support of 25%, and minimum confidence 55%, and derive a rule or rules. Transaction ID Items 1 biscuits, juice, pencil blueband, toothpaste, ink toothpaste, sugar, jam, juice, ink| 4 juice, shoe polish, sugar, cocoa coffee, jam, sugar, juice toothpaste, pencil, toothbrush 7 sugar, shoe polish, toothpaste, juice, blueband juice, sugar, soap, tea cocoa, sugar, biscuits 10 detergent, soap, blueband 11 sugar, juice, ink, biscuits 12 blueband, juice, biscuits, soap, ink 2.
Expert Solution
steps

Step by step

Solved in 4 steps

Blurred answer
Knowledge Booster
Complex Datatypes
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
Operations Research : Applications and Algorithms
Operations Research : Applications and Algorithms
Computer Science
ISBN:
9780534380588
Author:
Wayne L. Winston
Publisher:
Brooks Cole