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The influence of features of the friction characteristic is also revealed.
Data normalization is a preprocessing step used to balance the influence of features measured at different scales.
In addition, some studies have also demonstrated the positive influence of features selection for any drug development model.
The problem of prediction on feature models when the influence of features on configuration properties depends on the states of other features has been studied in (Siegmund et al. 2013).
All these provided some clues for inferring the influence of features to the localizations of yeast proteins.
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Haur et al. analyze the influence of feature selection methods on functional interpretability of the signatures [20].
Tax and Duin investigated the influence of feature sets and the types of one-class classifiers for the best choice of the combination rule [30].
Anyway, more evaluations remain to be done to study the effectiveness of these functions and the influence of feature interactions on larger models.
This paper mainly studies the influence of feature selection and synonym merging on the accuracy of classification in automatic text classification.
In our study, we evaluated the influence of feature pre-selection on the prediction accuracy of C4.5 using a real-world data set.
And when only a few features are selected, the influence of feature redundancy is not obvious.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com