Mining Association Rules Quiz

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Association rules basics

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20524UBCA058 P. THANUSHYA

India

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Mining Association Rules Quiz

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Mining Association Rules Quiz


Froggy Jumps Mining Association Rules QuizOnline version Association rules basics by 20524UBCA058 P. THANUSHYA 1 What is a single-dimensional Boolean association rule commonly used to describe? a If a transaction contains A, it often contains B b A and B are never correlated in any transaction c If A is present, B must be absent 2 Which concept describes multiple levels of item hierarchies in mining rules? a Multilevel association rules b Single-level association rules c Cross-transaction rules 3 In multi-dimensional association rules, which elements are analyzed together? a Only numeric attributes b Only a single dimension c Multiple dimensions like items, time, and location 4 What is the primary data source for multilevel association rules? a Transaction databases with hierarchical item structures b Flat file lists c Graph databases only 5 Which data system type is used to mine multidimensional rules from data warehouses? a Text files only b In-memory dictionaries c Relational databases and data warehouses 6 Which metric is commonly used to evaluate rule strength in association rules? a Mean and Median b Variance and Skewness c Support and Confidence 7 What does support measure in an association rule? a Number of attributes per transaction b Average transaction length c Proportion of transactions containing the itemset 8 What does confidence measure in an association rule? a Likelihood that A occurs when B occurs b Likelihood that B occurs when A occurs c Proportion of noise in data 9 Which process precedes rule generation in association mining? a Data labeling b Query optimization c Frequent itemset mining 10 Which type of database often enables multidimensional rule mining in warehouses? a Graph databases only b Relational databases with star/snowflake schemas c NoSQL document stores

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Mining Association Rules Quiz

Froggy Jumps

About this activity

Created by

Download the paper version to play

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Mining Association Rules QuizOnline version

by 20524UBCA058 P. THANUSHYA

What is a single-dimensional Boolean association rule commonly used to describe?

Which concept describes multiple levels of item hierarchies in mining rules?

In multi-dimensional association rules, which elements are analyzed together?

What is the primary data source for multilevel association rules?

Which data system type is used to mine multidimensional rules from data warehouses?

Which metric is commonly used to evaluate rule strength in association rules?

What does support measure in an association rule?

What does confidence measure in an association rule?

Which process precedes rule generation in association mining?

Which type of database often enables multidimensional rule mining in warehouses?