Sentence examples for approach of supervised from inspiring English sources

Even though showing a good performance for hyperspectral image analysis, using a marker-controlled approach of supervised segmentation is challenging due to the issue of marker selection.

In addition, the marker-based approach of supervised segmentation which suffers from an issue of marker selection does not exist in this new method.

Methods involving a simultaneous use of more than one classifier in the so-called multiple classifier system (MCS) which is very common in the approach of supervised classification have not been conducted in the unsupervised classification of optical remote sensing data.

The recent availability of computational environments to functionally connect submodels without having to write ad hoc computer code is well complemented by the development of approaches to supervised "monolithic" [ 30] model integration.

The aim of this paper is to present a knowledge-based approach to supervised classifier design.

Of course this does not mean that the naïve Bayes technique is the best approach for supervised classification problems.

Among the existing neural approaches for supervised learning of a function, we have selected the grow and learn network for its properties adapted to robotic problems: incrementality and flexible structure.

GLAD algorithms are distinct from previous approaches of semi-supervised learning in that the datasets analyzed may have very different statistical distributions, such as would arise in datasets collected independently by labs using different measurement technology.

Linear Discriminant Analysis (LDA) is one of the most popular approaches for supervised feature extraction and dimension reduction.

Blaschko et al. [1] presented a comparison of supervised approaches to learning and classifying plankton.

However, classification accuracy of supervised approaches is significantly affected if the size of the training set is small.