Debellor

Debellor is an outstanding open source extensible data mining platform that offers a common architecture for various types of data processing algorithms. The platform enables users to combine algorithms together to create data processing schemes with large complexities.

One of the unique features of Debellor is data streaming that facilitates efficient processing of vast data volumes. Besides, implementing composite data mining algorithms is more comfortable with Debellor. The platform already has over 120 algorithms available as building blocks, including all classifiers from Weka and Rseslib libraries, all filters from Weka, and a reader of arff files.

All algorithms in Debellor are accessible through a simple interface of a Cell, giving users control over their data processing. Due to the stream architecture, algorithms can handle data on the fly without buffering in memory, making it easier to control significant amounts of data.

Users also enjoy freedom in designing arbitrarily complex algorithms, thanks to the efficient handling of large data volumes. Additionally, Debellor allows defining new data types specific to a particular application domain. In summary, Debellor is an excellent data mining platform that offers great features for data processing.