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weka.END_ND_J48

weka.END_ND_J48

Visibility: public Uploaded 01-06-2016 by Jan van Rijn Weka_3.7.13 136 runs
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  • Verified_Supervised_Classification weka weka_3.7.13
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Lin Dong, Eibe Frank, Stefan Kramer: Ensembles of Balanced Nested Dichotomies for Multi-class Problems. In: PKDD, 84-95, 2005. Eibe Frank, Stefan Kramer: Ensembles of nested dichotomies for multi-class problems. In: Twenty-first International Conference on Machine Learning, 2004.

Components

Wweka.ND_J48(4)Full name of base classifier. (default: weka.classifiers.meta.nestedDichotomies.ND)

Parameters

-do-not-check-capabilitiesIf set, classifier capabilities are not checked before classifier is built (use with caution).
-doNotMakeSplitPointActualValueDo not make split point actual value.
ALaplace smoothing for predicted probabilities.
BUse binary splits only.
CSet confidence threshold for pruning. (default 0.25)
INumber of iterations. (default 10)default: 10
JDo not use MDL correction for info gain on numeric attributes.
LDo not clean up after the tree has been built.
MSet minimum number of instances per leaf. (default 2)
NSet number of folds for reduced error pruning. One fold is used as pruning set. (default 3)
ODo not collapse tree.
QSeed for random data shuffling (default 1).
RUse reduced error pruning.
SRandom number seed. (default 1)default: 1
UUse unpruned tree.
WFull name of base classifier. (default: weka.classifiers.meta.nestedDichotomies.ND)default: weka.classifiers.meta.nestedDichotomies.ND
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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