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The Effect of Preprocessing Techniques, Applied to Numeric Features, on Classification Algorithms’ Performance

It is recognized that the performance of any prediction model is a function of several factors. One of the most significant factors is the adopted preprocessing techniques. In other words, preprocessing is an essential process to generate an effective and efficient classification model. This paper i...

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Principais autores: Esra’a Alshdaifat, Doa’a Alshdaifat, Ayoub Alsarhan, Fairouz Hussein, Subhieh Moh’d Faraj S. El-Salhi
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2021-01-01
Serier:Data
Fag:
preprocessing
classification algorithms
normalization
missing values
classification performance
data cleaning
Online adgang:https://www.mdpi.com/2306-5729/6/2/11
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