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Moreover, the feature selection algorithm is applied to select more relevant features between them according to the part of speech.
As a result, the classifier may use a much smaller set of features, even though there are many more relevant features are available.
A revision of the GA can be found in a tutorial [24], where the authors provide the revision's more relevant features.
The results of the selected features based models (SF-models) of all target proteins clearly indicate large reduction of the total number of features (F) into more relevant features (SF) in all data sets.
We assume that an optimal feature subset not only has excellent performance of prediction but also contains more relevant features and less irrelevant features.
Here, we employ more comprehensive measures such as power spectra or autocorrelations [ 7, 8, 12, 29, 30, 33, 34, 69, 70] and full distributions [ 2, 6, 9, 27, 28, 35- 37, 40] that are known to reveal many more relevant features.
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The third step includes extraction of more relevant biological features entitles as feature selection.
All password managers perform largely the same duties — but different apps will have more or relevant features to you than others.
Short-term culture of patient-derived cells retained more clinically relevant features of breast cancer compared to established cell lines.
The smaller the index is, the more relevant the feature is.
On the other hand, CF relevance metrics showed the opposite pattern, with loss-based features more relevant than gain-based features, in accordance with expectations.
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CEO of Professional Science Editing for Scientists @ prosciediting.com