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Association Rule Mining Quiz

Authored by V.UMARANI-MCA CT

Computers

University

Used 5+ times

Association Rule Mining Quiz
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15 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What kind of learning algorithm is ARM?

Unsupervised

Supervised

Reinforcement

Semi-supervised

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main motivation behind Association Rule Mining?

Finding outliers in data

Classifying data into categories

Predicting future trends

Discovering inherent regularities in data

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the purpose of Frequent Pattern Analysis?

Identifying unique data points

Finding recurring relationships in a dataset

Calculating statistical outliers

Creating visualizations of data

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What are the two important measures in Association Rule Mining?

Recall and F1 Score

Mean and Standard Deviation

Accuracy and Precision

Support and Confidence

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What property states that any subset of a frequent set is also frequent?

Downward Closure Property

Association Rule Property

Upward Closure Property

Apriori Pruning Principle

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main disadvantage of the Apriori Algorithm?

Requires manual data preprocessing

Does not support parallel processing

Limited to binary data

Inefficient for large datasets

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the first step in generating candidates in the Apriori Algorithm?

Self-joining

Calculating confidence levels

Pruning

Scanning the database

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