Sentence examples for classification a set of from inspiring English sources

Prior to classification, a set of N training documents of the form ({(x_1,l_1),(x_2,ldotsldots,(x_N,l_N }) are generated in which (x_i) is the feature vector of the i-th document and (l_i) is its assigned label.

In order to provide the more accurate evaluation towards wound tissue classification, a set of quantitative color and textural features were computed here as these features provide useful information regarding color and microstructural descriptions of tissues.

The filtered particles were masked, normalized and centred for reference-free 2D classification; a set of 25 characteristic 2D classes was used for multi-reference alignment (MRA) and multivariate statistical analysis [ 25, 26].

In the training stage, we split the image classification into many one-vs.-one classification problems; a set of binary classifiers as weak learners are learned on a local machine, to classify each image in an autonomous system.

The protocol was tested and optimized by comparing software classification of a set of sample images with manual classification.

Mr. Conklin does not see his classification as a set of rigid guidelines.

This makes possible a classification of a set of heat transfer surfaces based on an entropy generation criterion.

After the classification procedure, a set of regions R representing the superpixel map is obtained.

For this purpose we used Geographic Object-Based Image Analysis (GEOBIA) and a Random Forest classification on a set of variables comprising texture, shape, slope, neighbour and spectral information.

The result of color classification is a set of segments (candidate detections) that are likely to represent elephants in the scene.

The primary requirement for classification is a set of data on skills use in all types of jobs, alongside occupational coding.