Sentence examples for the subset of features from inspiring English sources

We used the subset of features suggested in [15].

Lemma The subset of features identified by EFS-MI is non-redundant and relevant.

Feature selection concerns the task of finding the subset of features that are most relevant to some specific problem in the context of machine learning.

(x_{i, j}) is particle i's current position in dimension j. (S_{i}) denotes the subset of features selected by (P_{i}).

We estimated the classifier parameters using the training data and the subset of features obtained by feature selection methods varying classifier parameter values and evaluating the accuracy.

We estimated α and β coefficients using the test set lesions group, the subset of features retained by feature selection methods, and the optimised classifiers obtained by training data set analysis and evaluating the accuracy of the MCS.

The method combines the subsets of features selected by different feature selection methods using greedy search approach.

Wrapper methods use a learning machine to measure the quality of the subsets of features.

Wrapper Methods : Wrapper methods utilize the classifier as a black box to score the subsets of features based on their predictive power.

Random Forests is a machine learning technique that creates random decision trees based on subsets of the features (e.g., taxa) in the data, then chooses the subsets of features that are best able to classify samples into predefined groups using only part of the data.

Each feature in the subset of OE features represents one kind of amino acid residue; thus computing the entropy values of all chosen features based on the statistical results of subset will prove the effectiveness of chosen features.