Sentence examples for build the classifier model from inspiring English sources

Then, a Support Vector Machine (SVM) is used to build the classifier model and predict the type of defect.

The features to build the classifier are the topic distribution probabilities obtained from the PLSA model.

Finally 81 predictors are included to build the classifier.

These features are used to build the classifier.

The former subset was used to build the classifier whereas the latter was employed for validation.

The training set consisting of 120 patients (50.2%) was used to build the classifier.

To build the classifier, we chose rules-based methods, particularly class association rules or decision trees.

To build the classifier, Pro-Gyan selected 24 relevant features through an automated process.

The Support Vector Machine (SVM) was adopted to build the classifiers.

To generate novel potential interactions given the gold-standard data, we apply the classifier model built on D to the rest of the protein pairs: (U\ D) and report the positive pairs predicted by the classifier.

The sensitivity, specificity, accuracy and correlation coefficient of M1 and M2 during these testing experiments are summarized in Tables 6 and 7. When the histone modification information is incorporated, the classifier model built on the CD4 lymphocyte data can be applied to most of the other tissues and cell types (except for sperm) with little or no performance deterioration.