Sentence examples for built a classification from inspiring English sources
To solve the class prediction problem, we built a classification tree on the learning set, and then sought the optimal placement of each test sample within the classification tree.
Furthermore, we built a classification model using logistic regression to assess the performance of the purine pathway analytes in separating the groups in space.
This paper attempts to build a classification model according to the research products created by those institutes and hence to design specific evaluation processes.
Our technique, based on Classification Trees, uses the properties of known objects to build a classification analysis which provides the probability for an unidentified source to belong to a given astronomical class (Pulsar, AGN,...).
This paper tackles the sovereign credit rating classification problem within an ordinal classification perspective by employing a pairwise class distances projection to build a classification model based on standard regression techniques.
Recasting the classification task for the sentence level and reusing code from other text analysis projects allowed us to quickly build a classification system that performs with a system F-score of 92.64 based on held-out data tests and of 85.57 on the formal evaluation data.
We also performed a new classification of 584 kinases on the basis of the similarity score which allowed us to build a "classification tree" of the currently known kinases ATP cavities.
To predict tie persistence we build a classification model using simple logistic regression (LogR) models where the positive class is tie persistence, that is, that we observe at least a communication event in (Omega_{mathrm{after}}).
Effectively this procedure builds a classification model with 90% of the spectra and then tests the remaining 10% to assess classification accuracy.
A slightly more sophisticated category of multivariate analysis is supervised methods, whereby a calibration dataset of known identity is required to build a classification model.
