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Information Gain specifications


Unique identifier OMICS_23072
Name Information Gain


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Publication for Information Gain

Information Gain citation


A Review of Feature Selection and Feature Extraction Methods Applied on Microarray Data

Adv Bioinformatics
PMCID: 4480804
PMID: 26170834
DOI: 10.1155/2015/198363

[…] ture Modelling assumes two different states of the gene on and off and checks whether the underlying binary state of the gene affects the classification using mixture overlap probability.(Univariate) Information Gain Ranking approximates the conditional distribution P(C∣F), where C is the class label and F is the feature vector. Information gain is used as a surrogate for the conditional distribut […]

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Information Gain institution(s)
Department of Computer Science, University of Waikato, Hamilton, New Zealand

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