Sentence examples for transform the classification from inspiring English sources

To perform multiclasses classification, SLFNs generally utilize the One-Against-All (OAA) method to transform the classification application to a multioutput model regression problem.

It is the application of molecular approaches, as much as cladism, that has transformed the classification business.

The SVM model transforms the classification problem into an optimization problem, as shown in (4).

However, there is much less research regarding transforming the classification outcome to a real valued number when combining multiple models.

For between-subject analysis, we z-transformed the classification accuracies, using a normal approximation to the binomial distribution.

The problem transformation methods transform the multi-label classification problem either into one or more single-label classification or regression problems, and there have been many learning algorithms depending on transformation methods.

Firstly, BR algorithm is used to transform the multi-label classification problem into single-label classification.

They transform the multi-label classification task into one or more single-label classification, regression, or ranking tasks.

The point-wise and pair-wise approaches transform the ranking problem into classification, regression, or ordinal classification.

The last layer, namely the output layer, sums up all the inputs coming from the fourth layer and transforms the fuzzy classification results into a crisp (binary).

In addition to belonging to the margin-maximizer group of classifiers (thus providing a bound on the generalization error), SVM distinguish themselves by the use of so-called kernel functions to transform the input data before classification.