Base Oils Biodegradability Prediction with Data Mining Techniques

Base Oils Biodegradability Prediction with Data Mining Techniques

In this paper, we apply various data mining techniques including continuous numeric and discrete classification prediction models of base oils biodegradability, with emphasis on improving prediction accuracy. The results show that highly biodegradable oils can be better predicted through numeric mod...

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Bibliographic Details
Main Authors: Malika Trabelsi, Saloua Saidane, Sihem Ben Abdelmelek
Format: Article
Language:English
Published: MDPI AG 2010-02-01
Series:Algorithms
Subjects:
base oils
biodegradability
classification models
data mining
multiple linear regression
machine learning models
predictive models
Online Access:http://www.mdpi.com/1999-4893/3/1/92/

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