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weka.RandomForest

weka.RandomForest

Visibility: public Uploaded 10-11-2015 by Jason Weka_3.7.13 2925 runs
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  • study_15 study_20 study_34 study_73 Verified_Learning_Curve,Verified_Supervised_Classification weka weka_3.7.13
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Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.

Parameters

-do-not-check-capabilitiesIf set, classifier capabilities are not checked before classifier is built (use with caution).
BBreak ties randomly when several attributes look equally good.
INumber of trees to build. (default 100)default: 100
KNumber of features to consider (<1=int(log_2(#predictors)+1)). (default 0)default: 0
ODon't calculate the out of bag error.
SSeed for random number generator. (default 1)default: 1
depthThe maximum depth of the trees, 0 for unlimited. (default 0)
num-decimal-placesThe number of decimal places for the output of numbers in the model (default 2).
num-slotsNumber of execution slots. (default 1 - i.e. no parallelism)default: 1
output-debug-infoIf set, classifier is run in debug mode and may output additional info to the console
printPrint the individual trees in the output

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