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62results about "Recognition of DNA microarray pattern" patented technology

Method and device for classifying chromosome sequences and plasmid sequences

The invention is applicable to the technical field of data mining and provides a method and a device for classifying chromosome sequences and plasmid sequences. The method comprises steps: chromosome sequences and plasmid sequences are acquired, and a first training sample and a second training sample are obtained; frequency characteristics of all k character short strings and reverse complementary sequence pairs thereof are extracted and a first frequency characteristic table and a second frequency characteristic table are generated, wherein k is no less than 2 but no more than 5; a training set and a test set are extracted from the first frequency characteristic table and the second frequency characteristic table, and a chi-square test algorithm is adopted to calculate weight values of all characteristic data in the training set; a random forests algorithm is adopted and according to the characteristic data whose weight values meet preset conditions, a classification model is trained; and according to the classification model, the chromosome sequences and the plasmid sequences are classified. Thus, the training efficiency and the training effects of the classification model are improved, and accuracy on classification on the chromosome sequences and the plasmid sequences is improved.
Owner:SHENZHEN INST OF ADVANCED TECH
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