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weka.RotationForest_PrincipalComponents_OneR

weka.RotationForest_PrincipalComponents_OneR

Visibility: public Uploaded 03-06-2014 by Joaquin Vanschoren Weka_3.7.10 5 runs
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  • Verified_Supervised_Classification
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Juan J. Rodriguez, Ludmila I. Kuncheva, Carlos J. Alonso (2006). Rotation Forest: A new classifier ensemble method. IEEE Transactions on Pattern Analysis and Machine Intelligence. 28(10):1619-1630. URL http://doi.ieeecomputersociety.org/10.1109/TPAMI.2006.211.

Components

Wweka.OneR(1)Full name of base classifier. (default: weka.classifiers.trees.J48)
Fweka.PrincipalComponents(1)Full class name of filter to use, followed by filter options. eg: "weka.filters.unsupervised.attribute.PrincipalComponents-R 1.0"

Parameters

ALaplace smoothing for predicted probabilities.
BUse binary splits only.
CSet confidence threshold for pruning. (default 0.25)
DIf set, classifier is run in debug mode and may output additional info to the console
FFull class name of filter to use, followed by filter options. eg: "weka.filters.unsupervised.attribute.PrincipalComponents-R 1.0"default: weka.filters.unsupervised.attribute.PrincipalComponents
GMinimum size of a group of attributes: if numberOfGroups is true, the minimum number of groups. (default: 3)default: 3
HMaximum size of a group of attributes: if numberOfGroups is true, the maximum number of groups. (default: 3)default: 3
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)
NWhether minGroup (-G) and maxGroup (-H) refer to the number of groups or their size. (default: false)
ODo not collapse tree.
PPercentage of instances to be removed. (default: 50)default: 50
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.trees.J48)default: weka.classifiers.rules.OneR
num-slotsNumber of execution slots. (default 1 - i.e. no parallelism)default: 1

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