Sentence examples for redundant feature from inspiring English sources

After we represented the sequence fragments, we removed redundant feature vectors using the feature vector-based redundancy reduction method, which was developed in our previous study [ 14].

The theatre of revolt that was staged in the streets of Watts became a redundant feature of the period, with successive explosions taking place in many other American cities before the end of the decade.

The issue of noise and redundant feature variables in classification problems has been well addressed in statistical stepwise discriminant analysis.

Compared to unprocessed fingerprints, filtered fingerprints reduce the computational effort and are a more compact and less redundant feature representation.

In this paper, when the mean correlation coefficient is higher than 0.7, the feature will be recognized as a severe redundant feature, and will thus be removed.

This is because if the selected subset of features contains a single redundant feature then the accuracy of the classifier may decrease.

As each channel contains 70 characteristics, removing channel redundancy has more significance than removing redundant features.

(4)(Optional) Choose number of redundant features.

Dimensionality reduction takes care of multicollinearity, by removes redundant features.

That procedure can be used to remove redundant features.

The optimal feature selection method retains the useful features and discards the redundant features.