Rule Pruning and Bayesian Classification in Data Mining

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Question Description

Questions:

1) The rule-based classification can be used to refer to any classification scheme that make use of IF-THEN rules for class prediction. Discuss the rule-based classification schemes and what is Rule Pruning in data mining?

2) Bayesian classification is based on Bayes' Theorem. Bayesian classifiers are the statistical classifiers. Discuss what is Bayesian classification in data mining? How do Bayesian networks work? What do Bayesian networks predict?

Tutor Answer

ChloeL134
School: UIUC

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Running Head: RULE PRUNING AND BAYESIAN CLASSIFICATION IN DATA MINING 1

Rule Pruning and Bayesian Classification in Data Mining
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RULE PRUNING AND BAYESIAN CLASSIFICATION IN DATA MINING

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Rule Pruning and Bayesian Classification in Data Mining
A discussion on the schemes of the rule-based classification and definition of Rule Pruning
in data mining?
Rule-based classification is a term commonly used while making reference to t...

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