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weka.J48

weka.J48

Visibility: public Uploaded 23-04-2014 by Jan van Rijn Weka_3.7.5 8 runs
0 likes downloaded by 3 people 0 issues 0 downvotes , 3 total downloads
  • Verified_Learning_Curve,Verified_Supervised_Classification
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Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.

Parameters

ALaplace smoothing for predicted probabilities.
BUse binary splits only.
CSet confidence threshold for pruning. (default 0.25)default: 0.25
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)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.
SDon't perform subtree raising.
UUse unpruned tree.

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