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Find the Best Algorithm for the Problem
MartinLiebig
Administrator, Moderator, Employee-RapidMiner, RapidMiner Certified Analyst, RapidMiner Certified Expert, University Professor Posts: 3,533 
RM Data Scientist
This Building Block combines Optimize Parameters with Select Subprocess to find the best algorithm for the given data. It also optimizes the parameter of k in k-NN internally.
Input: Data with a classifcation label
Output: Usual classification output
- Sr. Director Data Solutions, Altair RapidMiner -
Dortmund, Germany
Dortmund, Germany
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Another good "cheat sheet" filter tool for finding an appropriate algorithm to apply to your data:
http://mod.rapidminer.com/#app
Try the model management extension for another way to look at this problem