Sentence examples for ensemble of trees from inspiring English sources

There is no ensemble of trees.

We also took advantage of the well-known performance improvements that are obtained by growing an ensemble of trees and averaging.

Random forests generates an ensemble of trees by treating the tree parameters as fixed but the data as random — data and predictors are sampled.

Even though this concept may be similar to the one of an ensemble of trees, we do not make use of any voting scheme for combining predictions.

Random Forests is an ensemble of trees created by using bootstrap samples of training data and random feature selection in tree induction [45].

Within this context, this article presents GENIE3 (for "GEne Network Inference with Ensemble of trees"), a new GRN inference method based on variable selection with ensembles of regression trees.

A forest is a collection of trees, and a RF consists of a collection or ensemble of simple tree predictors, each capable of producing a response when presented with a set of predictor values.

Recently, ensemble of oblique decision trees has attracted much research interests.

The result is an ensemble of tree-structured classifiers {(h({{mathbf {x}}}_{{{mathbf {i}}}}), (y_{i}))} where the output of the ensemble is the majority vote of the individual classifiers.

RF is a classification algorithm that uses an ensemble of tree-structured classifiers (Breiman, 2001).

The random forest (RF) algorithm [ 12] is a classification algorithm that uses an ensemble of tree-structured classifiers, which has been used successfully in many applications for data classification and achieves high performance.