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weka.ClassificationViaRegression_M5P

weka.ClassificationViaRegression_M5P

Visibility: public Uploaded 15-05-2014 by Joaquin Vanschoren Weka_3.7.10 53 runs
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  • Verified_Supervised_Classification
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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(1)Full name of base classifier. (default: weka.classifiers.trees.M5P)

Parameters

DIf set, classifier is run in debug mode and may output additional info to the console
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

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