Sentence examples for informative feature from inspiring English sources

The phyletic retention measure was, as in yeast, found to be the most informative feature when ranking by conditional mutual information [ Additional file 1].

Moreover, both quantization and informative feature selection on a long-tail distribution will incur a large information loss.

(The DVD set has a more informative feature on the making of the movie).

Too embarrassed to ask? Fear not, for here's an informative feature on the Danish champions that was written by Mr Fifield in the build-up to Chelsea's visit to the Parken Stadium, where they won 4-0 athehe beginning of October.

A novel informative feature samples extraction model is proposed to approximate massive original samples (OSs) by using a small number of informative feature samples (IFSs).

It is designed to find the most informative feature subset to facilitate data visualization, clustering, classification, and ranking.

It ranks features according to certain information criteria and only the most informative features are used for classification.

The final ranking of all features does not give the information about the cut-off value that separates informative features from the non-informative ones.

When, e.g., setting the information gain parameter to 50, the fifty percent "most informative features" are kept, reducing the size of the resulting model.

The classifier screens the informative features to build decision trees based on the information entropy concept.

Hence, FSIM analyzes the high phase congruency extracting highly informative features and the gradient magnitude, to encode the contrast information.