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weka.ClassificationViaRegression_M5P

weka.ClassificationViaRegression_M5P

Visibility: public Uploaded 07-10-2014 by Joaquin Vanschoren Weka_3.7.12-SNAPSHOT 57 runs
0 likes downloaded by 2 people 0 issues 0 downvotes , 2 total downloads
  • study_2 study_37 Verified_Learning_Curve,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(2)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
output-debug-infoIf set, classifier is run in debug mode and may output additional info to the console

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