Sentence examples for strategy for classification from inspiring English sources

In this paper we propose a resampling strategy for classification algorithms that use multiple subsamples.

We developed a novel mathematical strategy for classification of the gene expression status in cell populations based on the increase in fluorescence over time in each individual.

We used the pairwise strategy for classification (one-against-one), i.e., the classifier will build K K-1)/2 binary classifiers in which K K-1the numbinary classifiers thin case K = 13).

Examples of the use of CFDF modes in DTSMD are the uses of different actor modes to implement alternative strategies for classification and feature extraction.

It achieves highest performance than any local region strategies for classification.

A powerful strategy for the classification of multiple classes is to create a classifier ensemble that decomposes the polychotomy into several dichotomies.

Finally, the experimental study pertained to the fault diagnostics for the rotor-bearing system is given and the results presented show that the proposed evolutionary strategy for the classification problem is feasible and effective.

These pulses are then fed to a novel multi-layered neural recognizer which (i) invokes template matching with a distinctly implemented architecture; and (ii) achieves robustness (to noise and pattern deformation) by virtue of its overlapping strategy for code classification.

In this research, our primary focus is in proposing a hybrid strategy for efficient classification of human activities from a given video sequence.

This result underscores the relevance of the two-metabolite ratio classifiers as a promising strategy for diagnostic classification.

Our method is a probe-wise, platform-independent, model-free strategy for subtype classification that does not rely on altering the study cohort by augmenting, removing or resampling it.