Sentence examples for classification purposes to from inspiring English sources

Thus, Congo red staining was initially used for classification purposes to ascertain if an aggregate is amyloidogenic in nature [ 21, 96, 97].

Partial Least Square Discriminant Analysis (PLS-DA) [ 17] was applied for classification purposes to obtain a first selection of the discriminating variables by using a binary coded Y variable (−1 for control samples and +1 for pathological samples).

A vector space model is then applied to treat time series as documents for classification purposes, similarly to what is done in information retrieval.

This backward approach for refining a series of highly discriminative gene clusters for classification purpose proves to be very consistent and stable when applied to various types of training samples.

For classification purposes, the time to blood-culture was calculated as the time from admission to the time of receipt of blood culture in the laboratory, allowing for overnight delay in transport for cultures obtained in the evening or at night.

More precisely, two models were designed for classification purpose according to both the type of matrix and the range of lead concentrations.

Previous work [44] also found that the modified immersion technique is more suitable for automated classification purposes as compared to the classical image capturing technique.

For classification purposes, it is desirable to further reduce the number of variables and keep only the most pertinent for building an accurate classifier.

For tissue classification purposes, tm-scores need to be evaluated in terms how well they differentiate each tissue from all the reference sample types.

For the classification purposes where the ANN tries to predict the correct label of conceptual reservoir models from the normalized pressure derivative data, the corresponding labels (i.e., reservoir classes) of the input data are used as the main targets for the trained networks.

Then, after the best ICA score for classification purposes is selected, and according with to the values in the ICA space, a probability of tumor can be calculated.