Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

A database has five transactions. Let min sup = 60% and min conf = 80%. As shown below in the table TID Items bought T100

A database has five transactions. Let min sup = 60% and min conf = 80%. As shown below in the table

TID Items bought

T100 {M, O, N, K, E, Y}

T200 {D, O, N, K, E, Y}

T300 {M. A, K, E}

T400 {M, U, C, K, Y}

T500 {C, O, O, K, I, E}

(a) Find all frequent itemsets using Apriori and FP-growth, respectively. Compare the efficiency of the two mining processes. (b) List all of the strong association rules (with support s and confidence c) matching the following metarule, where X is a variable representing customers, and itemi denotes variables representing items (e.g., A", B", etc.): x transaction; buys(X; item1) buys(X, item2) buys(X, item3) [s, c]

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

SQL Server Query Performance Tuning

Authors: Sajal Dam, Grant Fritchey

4th Edition

1430267429, 9781430267423

More Books

Students also viewed these Databases questions

Question

How do firms estimate the demand for labor?

Answered: 1 week ago