Sentence examples for for a given classification from inspiring English sources

Two equivalent methods exist to theoretically compute the optimal abstaining area for a given classification problem.

In these proceedings we propose a method for selecting the best SVM kernel for a given classification problem.

One such understanding stresses the relation between possessing concepts and being able to justify certain canonical judgments involving that concept, going on to argue that providing justifications is a paradigmatically linguistic activity a matter of identifying and articulating the reasons for a given classification, inference or judgment (McDowell 1994a).

We assumed that this is best revealed by the probability distribution of features in the selected subsets averaged across all subsets selected for a given classification task.

Further, we pointed out [28] that the parameter α can always be determined via an optimization procedure based on a given data set and, hence, is uniquely defined for a given classification problem.

This analytical theory allows to quickly estimate the parameters for optimal training of the distributed cell population based classifier for a given classification problem.

ROCs are usually used in many fields for decision making to validate a given classification method.

Wrapper approaches use a given classification algorithm for the evaluation of a specific subset of features by training and testing it with cross-validation.

Variations on univariate feature-selection methods and choice of classification algorithm have only a modest impact on predictor performance, and several statistically equally good predictors can be developed for any given classification problem.

Thus the algorithm finds which kernels, and hence which features per data type, are most relevant for the given classification problem.

For "no trigger" class, the given classification score is multiplied by β so as to increase the possibility of tokens falling into "trigger" class.