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Weka is a profound Data Mining software, written in Java and containing several machine learning algorithms applied to datasets directly or from the Java code, and thus extremely well-suited for the creation of new machine learning schemes. The toolkit contains data classification and pre-processing means; regression, classification and clustering rules, and data visualization tools. This allows to successfully use it in most complex Big Data and Data mining projects.