Sentence examples for select features from inspiring English sources

Filter-based feature selections select features before the data is passed to a learning algorithm.

Filters are feature selection techniques that select features without reference to a classifier by employing various statistical analysis techniques.

Partial least squares (PLS) provides a bilinear representation of data and PLS-based feature selection aims to select features that have the most weight to linear combinations [ 15].

However, because the number of features is larger than the number of classes, one of the ways to select features is using forward selection.

Filter methods select features as a preprocessing step and feature selection part is independent of a machine learning algorithm (classifier).

For a pre-selected classifier, wrappers tend to give superior performance as they select features optimally adapted to the classifier.

As a widely used feature selection method, Minimum Redundancy-Maximum Relevance (mRMR) [14] is designed to select features that best classify the target variable.

For feature selection, we used the scores computed by each prediction method to rank and select features.

Network Feature Selection (NFS) is based on the exploration of protein-protein interaction networks to select features resulting in more biologically coherent models [ 23].

"There are a lot of different ways you can select features and make comparisons".

Panasonic Toughbook® S9: Select Features and Specifications.