Sentence examples for power of features from inspiring English sources

INFUSE [22] is a recent visual analytics tool designed to help the analyst understand the predictive power of features in predictive modeling.

Different from classical criteria, TFDF measures the discrimination power of features based on neurophysiologic phenomena (task-relevant ERD), on which a motor imagery BCI relies, considering both discriminative and common modulations instead of only the statistical distribution of features.

In our case, we have shown that this is not the case as demonstrated by increased discriminatory power of features derived from brain networks as compared to more traditional features derived from behavioral data or voxel intensities.

Thus, the P-values of the wavelet coefficients give an estimate of the discriminative power of features at different scales and positions.

We investigated the efficacy of this strategy by using available knockout experiments to assess the predictive power of features that are easily obtainable from sequence data and then integrating them using machine learning methodologies.

In addition to examining the predictive power of features from our genomic and protein set, we also measured the prediction accuracy of some experimentally derived features previously reported to be indicative of essentiality.

Due to the designed hierarchical strategy, the discriminative power of feature representation can be promoted.

This reference deficiency significantly reduces the power of feature-based parametric modeling, where geometry re-evaluation generates unexpected shapes.

Here genetic algorithm based feature selection is a so called wrapper model, which uses the classifier to measure the discriminative power of feature subsets from the extracted components.

Motivated by the great power of feature extraction methods for unbiased and unsupervised analyses in single datasets [ 18], we proposed a novel integrative approach Based on Feature Extraction (referred to iBFE below).

A classifier can provide a criterion to evaluate the discrimination power of the features for the feature subset selection.