Sentence examples for build a classifier using from inspiring English sources

An incremental QR update scheme is used to build a classifier using a subset of these points as radial basis function centers.

The aim was to design and develop a decision support system with a graphical user interface for the prediction of the case of peripheral nerve disorder and to build a classifier using artificial neural networks that can distinguish between carpal tunnel syndrome, neuropathy and normal peripheral nerve conduction.

To further expand phishGILLNET to handle labeled and unlabeled email data, the third layer (phishGILLNET3) employs Co-Training to build a classifier using topic distributions as features and the best classification technique obtained in the second layer.

In high-dimensional applications, it is often desirable to build a classifier using only a subset of features due to the fact that (i) many of the features are not informative for classification and (ii) the number of training samples available for building the classifier is substantially smaller than the number of possible features.

The first step in self-training is to build a classifier using the labeled data.

Genes identified by t test with P < 0.03 (n = 253) were used to build a classifier using the nearest shrunken centroids method.

For completeness, we also built a classifier using Geisinger data (which had 0.88 PPV, 0.74 sensitivity, and 0.99 specificity) and tested its ability to classify Stanford patients.

The method takes gene expression data and PPI network knowledge as the input, builds a classifier using a network-constrained support vector machine (netSVM), and then predicts the outcome of new samples based on the trained classifier.

Use the training set L to build a classifier h1 using x1.

A recent study attempted to build a diagnostic classifier using microarray expression profiling of peripheral blood from infants and toddlers with ASD [ 76].

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