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weka.ClassificationViaRegression_M5P

weka.ClassificationViaRegression_M5P

Visibility: public Uploaded 01-06-2016 by Jason Weka_3.7.13 135 runs
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  • Verified_Supervised_Classification weka weka_3.7.13
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E. Frank, Y. Wang, S. Inglis, G. Holmes, I.H. Witten (1998). Using model trees for classification. Machine Learning. 32(1):63-76.

Components

Wweka.M5P(4)Full name of base classifier. (default: weka.classifiers.trees.M5P)

Parameters

-do-not-check-capabilitiesIf set, classifier capabilities are not checked before classifier is built (use with caution).
LSave instances at the nodes in the tree (for visualization purposes)
MSet minimum number of instances per leaf (default 4)
NUse unpruned tree/rules
RBuild regression tree/rule rather than a model tree/rule
UUse unsmoothed predictions
WFull name of base classifier. (default: weka.classifiers.trees.M5P)default: weka.classifiers.trees.M5P
num-decimal-placesThe number of decimal places for the output of numbers in the model (default 2).
output-debug-infoIf set, classifier is run in debug mode and may output additional info to the console

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