Sentence examples similar to the selection available features from inspiring English sources

View the selection available at the BBC Shop.

Look through the selection available.

In such situations, ranking the features and selecting a group of top ranked features can be used for both the dimensionality reduction and selection of the best available features for classification.

Feature selection provides an advantage over dimensionality reduction methods because of its ability to distinguish and select the best available features in a data set [6 10, 16].

Given the vast selection available online, I needed guidance.

Feature selection is the step where the classifier examines all available features (67 in our case) with respect to the training data, and selects a subset to use on test data.

This chapter aims to study methodologies related to the selection of features that are available prior to the design of the classifier.

However, most ensemble-based feature selection methods do not consider redundancy among the selected features during feature selection.

At each level of feature selection, R-SVM first applies the SVM on all available features.

When the relative area of overlap for all the features is small, applying the threshold based selection results in the use of almost all available features for classification.

When the goal is discrimination or the selection of features that discriminate, the analysis should make use of the available information.