Sentence examples for independent of classification from inspiring English sources

Certain equations are found to be independent of classification effects.

Filter methods are relatively independent of classification comparing to other types of methods, and the interactions among features are completely ignored.

Filter Methods: These methods select features based on discriminating criteria that are relatively independent of classification.

We did not use 'wrapper-based' feature-selection because we wanted the selected features to be independent of classification algorithms [ 58].

These methods can be decomposed into two broad classes Filter Methods : These methods select features based on discriminating criteria that are relatively independent of classification.

Another approach for model independent visualization of classification results uses a 2D projection of the predicted dataset with self-organizing maps (SOMs) [29].

To exemplify this, we have herein identified markers that can be used to classify breast cancer into subtypes consistent with independent means of classification and shown these markers to be prognostic of OS and RFS.

The feature measure that is used by the feature selection method is independent of any classification algorithm, thus allowing us to compare the performances of the different classification algorithms.

This suggests that they are independent of the classification method and reflect signatures in the data rather than artifacts of the classification algorithms.

Clearly, a set of organizing principles that is independent of traditional classification could be valuable in linking different structural motifs and identifying common ancestry from seemingly disparate folds.

All definitions are independent of the classification rule; however, applications are only considered for linear and quadratic discriminant analysis, for which there are parametric forms for the optimal discriminants.