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weka.LogitBoost_DecisionStump

weka.LogitBoost_DecisionStump

Visibility: public Uploaded 04-04-2014 by Jan van Rijn Weka_3.7.10 339 runs
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  • Verified_Learning_Curve,Verified_Supervised_Classification
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J. Friedman, T. Hastie, R. Tibshirani (1998). Additive Logistic Regression: a Statistical View of Boosting. Stanford University.

Components

Wweka.DecisionStump(1)Full name of base classifier. (default: weka.classifiers.trees.DecisionStump)

Parameters

DIf set, classifier is run in debug mode and may output additional info to the console
FNumber of folds for internal cross-validation. (default 0 -- no cross-validation)default: 0
HShrinkage parameter. (default 1)default: 1.0
INumber of iterations. (default 10)default: 10
LThreshold on the improvement of the likelihood. (default -Double.MAX_VALUE)default: -1.7976931348623157E308
PPercentage of weight mass to base training on. (default 100, reduce to around 90 speed up)default: 100
QUse resampling instead of reweighting for boosting.
RNumber of runs for internal cross-validation. (default 1)default: 1
SRandom number seed. (default 1)default: 1
WFull name of base classifier. (default: weka.classifiers.trees.DecisionStump)default: weka.classifiers.trees.DecisionStump

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