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Is it a new product / company, or well established?
Open source? Or free trial available?
Price (*)
Can work with big data (*)
Compatible with other products
Ease of use, GUI offered (*)
Can work in batch / programmable mode (*)
Offers an API
Capability to fetch data on the Internet, or from database (SQL supported)
Nice graphic capabilities (to visualize decision trees, for instance) (*)

Read the 17 other criteria at http://bit.ly/18TI7r6 

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