"build an ensemble" is a correct and usable phrase in written English.
You can use it in a variety of contexts, including when discussing constructing a team or bringing together components to complete a task. For example: We need to build an ensemble of experts to help create our new project.
Since the SOHN facilitates the combination of different learning methods it also provides a mechanism to build an ensemble of models at the knowledge level.
For topic trend prediction, we propose a combined random under-sampling of topics framework to build an ensemble of forecasters for time series forecasting in topic prediction (identify a future trend of the pattern).
On the other hand, the changeable and different reshaping ways can naturally give birth to a set of MatLSSVCs with diversity and it is the diversity that provides a means to build an ensemble of classifiers.
A comprehensive model for these proteins requires one to build an ensemble consisting of a finite collection of structures, and their corresponding relative stabilities, which adequately capture the range of accessible states of the protein.
As Sandy's windy tentacles ease their strangle-hold on New England, the Pentagon is calling on the country's top engineers to build an ensemble of rescue robots that would deploy when the next big one hits.
For each alternative alignment, the MODELLER program [11] is used to build an ensemble of one hundred models, all solutions of the same distance geometry problem, but with different initial conditions for the molecular dynamics optimization step.
This busy, multi-tasking approach builds an ensemble that is unusually tight-knit – and Hall keeps it that way by offering actors a part in Propeller's next production automatically, as a reward for their efforts.
The two main points arise when one builds an ensemble of linear classifiers.
Accordingly, we have built an ensemble learning algorithm based on deep spiking convolutional neural network and hierarchical latent Dirichlet allocation.
Over the past decade Artistic Director Michael Pink has built an ensemble that deliberately eschews the cookie-cutter look of traditional ballet companies; these are dancers of striking individuality, many of whom have risen through the ranks of Milwaukee Ballet's second company, and many who hail from other countries.
The most common boosting algorithm is AdaBoost [ 27], which iteratively builds an ensemble of models with weighted samples.
