Sentence examples for classify patterns from inspiring English sources

For decades, constructing a pattern recognition or machine learning system required a careful engineering and considerable domain expertise to design a feature extractor that transformed the raw data (such as the pixel values of an image) into a suitable internal representation or feature vector which the learning subsystem, often a classifier, could detect or classify patterns in the input [1].

The k-nearest neighbor algorithm (k-NN) is a supervised nonparametric classifier [39, 40] used to classify patterns based on closest training pattern vectors in the feature space.

This classifier is described to find the decision hyperplanes to classify patterns of different classes in the feature space.

And what constitutes a pattern is too often a matter of opinion rather than a statistically rigorous fact.It is this desire to find and classify patterns which gives the DSM its power.

The resulting networks are able to classify patterns defined in a real domain.

Machine learning (ML) can be used to classify patterns in monitoring data to differentiate real alerts from artifact.

More usefully, he put the nascent practice of fingerprinting on a rigorous basis by classifying patterns and proving that no two fingerprints were exactly the same — a great step forward for Victorian police work.

Table 4 showed the percentage of correctly classified patterns of various prediction models.

We did not observe any significant difference of medications prescribed by practitioners between different classified patterns of PTH (p>0.05).

Here, we present a conceptual framework for classifying patterns of incidence and prevalence, and review recent scientific advances that allow us to study and manage reservoirs simultaneously.

Ideally the bigger this information (the so-called mutual information between feature x(_{l}) and class (omega _{j})) the more useful the feature becomes for accurately classifying patterns.