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weka.LWL_IBk

weka.LWL_IBk

Visibility: public Uploaded 03-06-2014 by Joaquin Vanschoren Weka_3.7.10 1 runs
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  • Verified_Supervised_Classification
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Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..

Components

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

Parameters

AThe nearest neighbour search algorithm to use (default: weka.core.neighboursearch.LinearNNSearch).default: true
DIf set, classifier is run in debug mode and may output additional info to the console
KSet the number of neighbours used to set the kernel bandwidth. (default all)default: -1
USet the weighting kernel shape to use. 0=Linear, 1=Epanechnikov, 2=Tricube, 3=Inverse, 4=Gaussian. (default 0 = Linear)default: 0
WFull name of base classifier. (default: weka.classifiers.trees.DecisionStump)default: weka.classifiers.lazy.IBk

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