Sentence examples similar to includes a reduced feature set from inspiring English sources

This motivates us to derive a reduced feature set for prediction.

Cpipe can work with a reduced feature set without these tools.

The enriched pathways and their leading edge genes were learned as a reduced feature set using the training data sets, and on this feature set an SVM was trained and then tested on the test set.

Detailed analysis of the classification errors of the multilayer perceptron with two hidden layers, in which a reduced feature set is used as the network input, is also included.

Close to the best feature set could be determined by choosing the reduced feature set with peak performance.

Obviously, the high-layer feature set constitutes a reduced feature space with little redundancy and might provide lower computational cost for classification or regression model.

Feature selection methods have been applied in classification problems to select a reduced feature subset from the original set to achieve a faster and more accurate classification.

The product, described as a "version 1.0" release, doesn't yet include the full feature set.

Plus signs indicate that a feature has been included, minus signs that it was not included in the respective feature set.

A good approach should reduce this feature set to the most meaningful dimensions.   2.

During classifier construction SVM recursive feature elimination (SVM-RFE) [ 16] is used to reduce the feature set to a manageable size.