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RapidMiner Distributed Data Mining Plugin - A simulation framework


The RapidMiner (formerly YALE) Distributed Data Mining Plugin allows to perform distributed data mining experiments in a simple and flexible way. The experiments are not actually executed on distributed network nodes. The plugins only simulate this. Simulation makes it easy to experiment with diverse network structures and communication patterns. Optimal methods and parameters can be identified efficiently before putting the system into use. The network structure can for example be optimized as part of the general parameter optimization. While this cannot replace testing the system in an actual network, it makes the development stage much more efficient. This follows the general philosophy of Yale as rapid prototyping tool for large scale data mining applications.



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Wurst, Michael