Database System Concepts
Database System Concepts
7th Edition
ISBN: 9780078022159
Author: Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher: McGraw-Hill Education
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The given data set presents a series of transactions for the application of the Apriori algorithm in an educational context. Each transaction lists the items purchased, identified by a transaction ID.

**Transactions**:
- **101**: milk, bread, eggs
- **102**: milk, juice
- **103**: juice, butter
- **104**: milk, bread, eggs
- **105**: coffee, eggs
- **106**: coffee
- **107**: coffee, juice
- **108**: milk, bread, cookies, eggs
- **109**: cookies, butter
- **110**: milk, bread

**Set of Items**: 
\{milk, bread, cookies, eggs, butter, coffee, juice\}.

**Minimum Support Value**: 
Use 0.2 for the minimum support value.

**Analysis with Apriori Algorithm**: 
The Apriori algorithm will be applied to find the frequent itemsets within the transactions, considering the specified minimum support value of 0.2, which corresponds to 20% of all transactions. This process helps in identifying commonly purchased item combinations.
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Transcribed Image Text:The given data set presents a series of transactions for the application of the Apriori algorithm in an educational context. Each transaction lists the items purchased, identified by a transaction ID. **Transactions**: - **101**: milk, bread, eggs - **102**: milk, juice - **103**: juice, butter - **104**: milk, bread, eggs - **105**: coffee, eggs - **106**: coffee - **107**: coffee, juice - **108**: milk, bread, cookies, eggs - **109**: cookies, butter - **110**: milk, bread **Set of Items**: \{milk, bread, cookies, eggs, butter, coffee, juice\}. **Minimum Support Value**: Use 0.2 for the minimum support value. **Analysis with Apriori Algorithm**: The Apriori algorithm will be applied to find the frequent itemsets within the transactions, considering the specified minimum support value of 0.2, which corresponds to 20% of all transactions. This process helps in identifying commonly purchased item combinations.
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