Sentence examples for building a prediction model from inspiring English sources

The results of our experiment show that the multiclass SVM-RFE process is not only very useful for identifying critical form features with minimum generalization errors but also can be used to select the smallest feature subset for building a prediction model with a given discrimination capability.

This will provide guidance for developers and researchers working in the field of ontology-based question generators, and help building a prediction model using machine learning techniques.

Each player chooses a strategy for building a prediction model.

A sensitive strategy is thus crucial for building a prediction model which avoids over-fitting and leads to reproducible results.

Using the method described, we selected eight gene properties as candidates for building a prediction model.

Briefly, genomic selection entails building a prediction model through associating marker information with phenotypic information in a "model training" step.

We are actually building a prediction and intervention model so basically we can predict in advance, 15 mins from now, what the demand will be.

The GBM modeling approach is a machine learning technique for building a multivariable prediction model by incorporating all of the variables without variable selection.

Although there is abundant literature to help researchers perform this type of research [ 1- 5], there is still no widely agreed approach to building a multivariable prediction model [ 6].

These findings will be useful in building a risk prediction model for identifying patients with high-risk of thrombosis in PC.

Random Forests is not only a learning algorithm for building a class prediction model, but it calculates useful characteristics about samples, such as outlier measurements for each sample or proximity matrixes representing the similarity between all pairs of samples.