Sentence examples for small dimension of features from inspiring English sources

The R-SAE model keeps robust seizure detection ability even with such small dimension of features.

Due to the fair conductivity of the bath and the small dimensions of the features, the overvoltage was shown to be uniform within less than one millivolt over the patterned region of the cathode.

Elimination of the features of the weakest class discrimination ability (treated as the noise) leads to smaller dimension of the feature space and improvement of the generalization ability of the classifier in the testing mode for the data not taking part in learning.

We then consider several feature selection methods to reduce the dimension of feature matrix, thus get a smaller group of more informative features.

DG is the dimension of feature space.

Both of them reduced the dimension of feature space considerably.

To study them, we inevitably had to reduce the actual and diverse reality to a relatively small number of features, dimensions, and categories.

The artificial hairs, with crownlike heads, were reproduced by scaling down (ca. 100 times smaller) the dimensions of natural features, so that microscale hairs with submicrometric resolution were attained.

AFs perform better, and the improvement is more important for feature sets of small dimension.

The existence of a lower-dimension signal subspace is supported by the fact that many of the recorded neurons are encoding a small number of features about the external inputs, acting as linear or non-linear filters.

To this end, the number of training elements with linear independence of each class should not be smaller than the dimension of the feature vector.