DNA Barcodes classification with supervised machine learning techniques

The DNA Barcodes sequences classification problem may be approached as a supervised machine learning problem in the following way: given a reference library composed of DNA Barcode specimen sequences of known species and a collection of unknown DNA Barcode sequences (query set) recognize the latter into the species that are present in the library. This problem may be solved with a special software procedure explained in the tutorial and in the paper: "Supervised DNA Barcodes Species Classification: Analysis, Comparisons and Results", Bio DataMining (under revision).
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Sample datasets