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Home Support FAQs SPM What are allowable problem sizes with CART®, Treenet® and RandomForests®?

What are allowable problem sizes with CART®, Treenet® and RandomForests®?

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The following is a table that describes the current set of "sizes" available. Please note that the minimum required RAM is not the same as the learn sample limitation.

Size = minimum required physical memory (RAM) in MB.

Data Limit MB = Licensed learn sample data size in MB (1 MB = 1,048,576 bytes)

Data Limit # of values = Licensed # of learn sample values (rows by columns)

Number of Variables by Sample Size and CART®, Treenet® and RandomForests®

Size
(MB)
Data Limit
(MB)
Data Limit
(# of values)
64184,718,592
1284511,796,480
25610026,214,400
51220052,428,800
1024400104,857,600