Sentence examples for reduced sets of from inspiring English sources

We augmented our feature sets with gender and age to train minimal and interpretable classifiers capable of robust detection of ASD from non-ASD.By applying 17 unique supervised learning methods across 5 classification families tuned for sparse use of features and to be within 1 standard error of the optimal model, we find reduced sets of 10 and 5 features used in a majority of models.

Irrelevant columns are dropped, missing values and outliers are resolved, variables are transformed, and reduced sets of variables are plugged into the model to create the first set of models.

Combined with many peephole optimizations, these techniques allow the back-end to generate reduced sets of constraints that facilitate the work of the SAT solver.

GP studies were carried out by GBLUP [ 60, 61], using CV within different F2 sets: (i) all F2 families; (ii) different clusters of F2 families, previously identified during the PCA; (iii) reduced sets of randomly chosen F2s, differing for size of the training populations.

Also, this methodology allows designers to apply radiation tolerance techniques on reduced sets of internal nodes.

The solution methodology complements a heuristic concentration procedure, where sub-problems with reduced sets of decision variables are iteratively solved to optimality.

Some suffixes in Tibeto-Burman are syllabic, thus adding a syllable to a word, but they have a highly reduced set of vowels and tones ("minor syllables").

The emergency management use-case shows that the resulting reduced set of scenarios leads to the same ranking of decision alternatives as the entire set of scenarios.

In which each subsystem is controlled by a local MPC and these controllers exchange a reduced set of information with each other by network.

5 The reduced set of available destinations exclude Belgium, Brazil, Denmark, Finland, Ireland, Luxembourg, Portugal, Russia and Thailand.

Here, Φ is a (reduced) set of features and Ψ is a set of labels of musical instruments or channels (pitch candidates).