Sentence examples for optimised classification from inspiring English sources

In the feature domain, chromosomes are constructed to populate the initial generation and further features are extracted to enable the proposed GA to search for optimised classification and detection of microcalcification clusters via regions of 128 × 128 pixels.

To achieve a fully optimised magnetic classification within magnetic separation on a device, some steps must be followed.

The results of this optimised Gabor filter classification scheme are presented for 35 different flawed homogeneous textures.

A powerful feature of OWL is the ability to perform automatic classification using highly optimised OWL reasoners.

By using an optimised kNN training model, the classification of tumour and normal tissue was correctly predicted with 100% sensitivity and specificity (95% confidence interval: 0.679-0.992) in an independent test dataset.

Next, the SVM parameters were optimised and the model was trained for classification of stability changes.

The attempts to reach some sort of magnetic classification are reviewed, and the first optimised magnetic separator and classifier is briefly described.

It can be seen that PRW and RASCAL give similar classification performance once the parameter q has been optimised, with both systematically outperforming the NB.

Instead of building a regression curve that fits all the training data, classification algorithms construct a decision boundary that is optimised usually for separating two classes, that is, best (which can be located at the upper or lower tail of the distribution) and worst lines; thus we expect that they might be an alternative approach to regression methods.

Recently Rehman and Shao [22] have presented a demosaicing method using optimised filters, based on a training process and well-defined content classification.

In addition, it presents the design of a roadway lighting system with optimised LED luminaires, by adjusting pole spacing and mounting height, ensuring the best installation in each classification of road surface.