Sentence examples for method of ensemble from inspiring English sources

Using a new method of ensemble of SG k-NN), one could improve the quality of modelSG k-NNif they are clone to being optimal.

This approach is an instance of the machine learning method of ensemble learning, and requires sufficient differences between the systems combined [21].

The method of ensemble refinement was implemented in the Phenix software (Adams et al., 2010).

It is clear that the utility of the VPG falls in between the most accurate but slowest method of ensemble averaging over hundreds to thousands of independent PG runs, and the fastest but least accurate MCC.

The utility of the VPG falls in between the most accurate but slowest method of ensemble averaging over hundreds to thousands of independent PG runs, and the fastest but least accurate MCC.

Balloon is a method of conformer ensemble generation for ligands that aims to reproduce protein-bound ligand conformations [32].

Boosting is a method of combining ensemble classifiers created from a weighted version of learning sample, where weights have been adjusted at each step to provide increased weight to cases misclassified earlier.

Morris created a method of large-ensemble music making that he described as "conduction" — meaning conducted improvisation, which he shaped with specific hand gestures and signals.

There are two kinds of implementation methods of the ensemble classifier in the P2P network, one-by-one ensemble classification and parallel ensemble classification.

Many works are available on binary class software fault prediction (faulty or non-faulty prediction) using ensemble methods, but the use of ensemble methods for the prediction of number of faults has not been explored so far.

However, existing methods simply ensemble the selection of each feature type [13] or concatenate all features types into a single vector [14].