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To exclude the possibility that this different feature we observed in obesity was caused by the different methylation platforms used in this study (Illumina 450K) compared with previous cancer studies (Illumina 27K), we redid this analysis limited to the CpG sites on the Illumina 27K chip (Fig. 3b).
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The legend marks the different feature selections.
In this method, different feature extraction algorithms are applied to the same biometric data.
In this part, different feature selection techniques were applied on datasets to see their probable effects on the results and evaluation metrics.
This work studies the different features that an MO Evolutionary Algorithm MOEAA) should have and which Constraint-Handling Techniques (CHTs) are suitable for solving MOWFLOP.
One individual constitutes a category in itself that includes all the different features of this distinct individual.
In this work we described the different features (variations) in the body pattern of the monogamist Crown Butterfly fish Chaetodon paucifasciatus and examined fish preference for specific features.
This paper will introduce all these different features.
For the purpose of this research, two different feature selection techniques were chosen.
To illustrate the robustness of this method, two different feature sets, namely, geometry features and principle components were employed.
To fill this gap, three different feature engineering approaches, namely exploratory data analysis (EDA) as a feature visualization method, random forest (RF) as a feature selection method and principal component analysis (PCA) as a feature extraction method, are investigated in the paper.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com