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The News of Altai State University
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Content of 1(39) 2006
Mathematics and Computer Science
Physics
 
1(39)2006
Physics

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O.V. Zhurenkov

Classification of primary nuclei by space-temporal distribution of EAS Cherenkov light with use of SVM method

The analysis of an opportunity of classification of primary nuclei of cosmic rays using space-temporary distributions of Cherenkov light air shower is carried out. For this aim the full information of space-temporary distributions was used. The method of Support Vector Machine was used for classification. This technique allows realizing good classification for three-component model of cosmic rays. The probability of true classification gets ∼60÷80% for O and H nuclei and ∼80÷100% for Fe nuclei.

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