Sentence examples for construct a classifier and from inspiring English sources

In Fig. 1, the solid arrows indicate the training process to construct a classifier, and the dotted arrows show the classifying process of querying high-throughput protein interaction data.

The goal of SVM is to construct a classifier that classifies the data instances in the testing data.

We construct a classifier for each anatomical component and formulate our multi-class problem as a two-class problem.

Furthermore, for some combination of patient subgroup and feature sets, it might not be possible to construct a classifier due to missing data.

To perform a fair comparison, one should carefully choose appropriate parameter values to construct a classifier.

Patterns and, in particular, association rules can be used as a foundation to construct a classifier.

In the third step, temperature data were then used to construct a classifier for detecting the trends.

Feature selection and extraction : due to the large number of features, the feature arrays must be reduced before we can construct a classifier.

To discriminate between the fasted and fed states, we constructed a classifier using the gene expression data and the Elastic Net method (38).

We have used such biclusters as the basis for constructing a classifier that distinguishes between different diseases and tissues (Grothaus and Murali, in preparation).

The alternating decision tree algorithm is used both for identifying discriminating biological features that could be used for assessing protein interaction reliability and for constructing a classifier to identify true positive interacting pairs.