Sentence examples for important for classification from inspiring English sources

Exact(28)

For a fixed number of trees, a variable with a larger importance score relative to other variables indicates that the variable is important for classification.

Antennae and eyes absent; anterior pair of legs elongated and sensory; 8th abdominal segment with paired openings to large abdominal glands; 3 pairs of ventral abdominal appendages; sparse setae (hairs or bristles) important for classification; scales absent.

Whereas the signal-processing theory of robust filtering concentrates on design with full distributional knowledge and a fixed number of observation variables (features), design via training from sample data and feature selection are so important for classification that robustness optimality must be considered from these perspectives in particular, for small samples.

The wavelet localizes frequency information of signal function which was important for classification.

This may have communicated to students that geographic location and habitat are important for classification.

It is very important for classification and clustering problems, which may be quite difficult to solve when the amount of attributes in a given training data is very large.

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Similar(32)

Volume, shape, number of rotatable bonds, and surface turned out to be the most important descriptors for classification.

Among living perissodactyls, body size, form of the upper lip, number and length of horns, structure of the skin and colour pattern are the most important features for classification.

GA and C are two important indicators for classification accuracy.

Although the locally extracted features perform worse than the global descriptor, they carry important information for classification.

In the field of machine learning, accuracy is one of the most important measurements for classification algorithms.

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