Titlebook: Discovery Science; 19th International C Toon Calders,Michelangelo Ceci,Donato Malerba Conference proceedings 2016 Springer International Pu

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Ensemble Diversity in Evolving Data Streamscting changes with the Page-Hinkley test. Experimental results demonstrate that the . interrater agreement, disagreement, and double fault measures, although designed to quantify diversity, provide a means of detecting changes competitive to that using classification accuracy.

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https://doi.org/10.1007/978-3-642-35012-2dividually and combined together. We successfully use under-sampling to deal with the high skew in the data set. We find that combining the approaches significantly improves the similar results obtained by each method individually.

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Weitere Spielarten der strukturellen Kraftal pairwise label ranking behavior. As proof of concept, we explore five datasets. The results confirm that the new task EPM can deliver interesting knowledge. The results also illustrate how the visualization of the preferences in a Preference Matrix can aid in interpreting exceptional preference subgroups.