https://github.com/jaini-bhavsar/data-mining

Applied algorithms of Data Mining to get some useful information.
https://github.com/jaini-bhavsar/data-mining

apriori-algorithm brute-force data-mining pycharm-ide python3

Last synced: about 2 months ago
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Applied algorithms of Data Mining to get some useful information.

• Host: GitHub
• URL: https://github.com/jaini-bhavsar/data-mining
• Owner: Jaini-Bhavsar
• Created: 2022-03-28T00:23:59.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2022-03-28T00:31:27.000Z (almost 3 years ago)
• Last Synced: 2024-05-30T23:53:15.038Z (8 months ago)
• Topics: apriori-algorithm, brute-force, data-mining, pycharm-ide, python3
• Language: Python
• Homepage:
• Size: 5.66 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Data-Mining

Applied algorithms of Data Mining to get some useful information.

Objective - 

Market Basket Analysis

Implemented the apriori algorithm and the brute force method and compare the brute force method with the Apriori algorithm on each of the 5 transaction databases created. Presented computation (CPU or clock) time to demonstrate that the Apriori algorithm is faster than the brute force method on each of the 

5 transaction databases. The brute force method and Apriori algorithm have generated output of the same association rules on each database.