Sentence examples for multivariate classifier using from inspiring English sources

Using just this subset of predictors, build a multivariate classifier, using all of the samples except those in fold k.

For each fold k = 1,2,..,K a) Find a subset of "good" predictors that show fairly strong (univariate) correlation with the class labels, using all of the samples except those in fold k.   b) Using just this subset of predictors, build a multivariate classifier, using all of the samples except those in fold k.   c) Use the classifier to predict the class labels for the sample in fold k.    .

Among them, Support Vector Machine (SVM) has appeared as highly reliable one as it can handle large number of features together to derive a suitable classifier using multivariate statistical learning, which is comparatively tough to achieve by rule based approach of classification.

(ii) Multivariate pattern classifiers using a defined local region were trained separately for Heat-Pain versus Warmth and Ex-partner versus Friend with leave-one-subject-out cross-validation.

Here, the primary focus is to identify a small number of key, reproducibly quantifiable, metabolites for a given disease and rigorously assess the performance of the resulting multivariate mathematical classifiers using clinically applicable methods such as receiver operating characteristic (ROC) curve analysis.

Schematic of the CSM4 classifier, using the k-TSP algorithm.

Builds a Random Forest classifier, using waffles_learn.

Train the SVM classifier using selected genes.

The classifier used here was a Gaussian Naïve Bayes (GNB -pooled variance classifier.

The third classifier used is an SVM.

It uses multivariate classifier with capability to transform between non-linear and linear spaces.