Sentence examples for useful set of features from inspiring English sources

In addition, it is widely accepted that a useful set of features should not only be individually relevant to class label, but also should not be redundant with respect to each other, that is features should not be highly correlated in the selected subset.

A number of metrics from the co-occurrence matrix are often derived to get a more useful set of features (e.g. Haralick features, which include entropy, contrast, variance, angular moment, correlation, mean and their derivatives).

Fisher's linear discriminant analysis (FLDA) was used to identify the most useful set of morphological features that segregate the two groups [ 21].

(The Heritage Foundation has a useful set of charts about federal spending, for the graphically-inclined).

We are not arguing that we have used the richest set of features possible, but rather that we have incorporated a lot of useful features that reasonably fast can be extracted from forum posts.

As a result of these analyses, the more useful set among a wider set of features for each classifier is obtained.

Although this set of features was also useful for reducing classification delays in a larger group of participants, this is by no means a one-size fits all feature space.

Since many genes exhibit near constant expression levels across the tumor samples, we first carried out a feature selection for each classification to find a minimum set of features that are useful for classification.

Every class or category in a formal ontology is defined by a set of features and labels with possible restrictions useful to restrict the heredity relationships.

You select a limited set of features in your data set that you think will provide the most useful segmentation.

In that case J≥−λ · n. ▪ According to Proposition 3.1, the value of J reveals useful information to determine if the data with different labels or conditions can be well-separated or not given the set of features.