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weka.ExtraTree

weka.ExtraTree

Visibility: public Uploaded 05-02-2015 by Jan van Rijn Weka_3.7.12 636 runs
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  • Verified_Learning_Curve,Verified_Supervised_Classification weka weka_3.7.12
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Pierre Geurts, Damien Ernst, Louis Wehenkel (2006). Extremely randomized trees. Machine Learning. 63(1):3-42.

Parameters

-do-not-check-capabilitiesIf set, classifier capabilities are not checked before classifier is built (use with caution).
KNumber of attributes to randomly choose at a node. If values is -1, (m - 1) will be used for regression problems, and Math.rint(sqrt(m - 1)) for classification problems, where m is the number of predictors, as specified in Geurts et al. (default -1).default: -1
NThe minimum number of instances required at a node for splitting to be considered. If value is -1, 5 will be used for regression problems and 2 for classification problems, as specified in Geurts et al. (default -1).default: -1
SRandom number seed. (default 1)default: 1
output-debug-infoIf set, classifier is run in debug mode and may output additional info to the console

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