Sentence examples for by testing its classification from inspiring English sources

The class I wrapper or group optimization algorithms evaluate a feature subset by testing its classification performance with a learning algorithm.

The remaining 1/3 samples were used to test its classification performances.

This assumption was experimentally validated by testing several classification methods (mixture of Gaussians, PCA, Parzen, and K-Means) in the initiation/termination modules yielding to a drop in the MOTA score proportional to their ability to correctly classify a blob as person/no-person.

Following a manipulation of state, the subjects' judgment is probed by testing their classification of novel stimuli with sensory properties intermediate between the two trained stimuli.

The predictive index was then evaluated by testing goodness-of-fit and classification accuracy.

The selection of predictors can be either preselected by testing or chosen based on classification algorithm, and the final identified predictors are also considered as differential expressed.

We describe a method of quick evaluation of these new findings for potential clinical practice by designing a new predictive genetic test, estimating its classification accuracy, and determining the sample size required for the verification of this accuracy.

MiRNAClassify is compared with several state-of-the-art methods and some well-known classification models by testing the datasets about human, animal, and plant.

We therefore asked whether some of the investigated variables may be more valuable for interneuron classification than others by testing whether the distribution of morphological variables depicted from the reconstructed interneuron population can be best fitted with one, two or more Gaussian functions, using MLA (Materials and Methods).

We assigned Gene Ontology classifications to modules by testing for enrichment at GO nodes using a hyper-geometric distribution and a 0.01 p-value threshold.

The weight of each base classifier is estimated by its classification accuracy in a test set.