Sentence examples for classification the selection from inspiring English sources

When the SVM is used for classification, the selection of the kernel function and the determination of the corresponding parameters become crucial.

The aggregation memberships, the classification, the selection of aggregators are all complexity hidden from the aggregation process of the top level.

Possible limitations of the study relate to the categorisation of diseases, the possible bias in patient classification, the selection of therapeutic groups, the extent of operating costs attributable to the information system, the potential impact of disease under-reporting, the variability of professional practice and information biases related with retrospective observational data.

Since PLS feature extraction in combination with a LMNN transformation reported the best results and, aimed at further improving the accuracy of the classification, the selection of the best kernel-transformation of the input space by means of kernels and SVM was analyzed.

One of the aspects of signal classification is the selection of proper classification features.

The supervised pixel-based classification involved the selection of training areas and a classification using the maximum likelihood classifier algorithm.

The results demonstrate that there are a number of appropriate climatic parameters for sky classification and the selection depends on their availability, accuracy and sensitivity.

The supervised classification requires the selection of labeled training samples and the handling of unlabeled PolSAR image data based on the characteristics of the sample.