DEVELOPMENT... OpenML
Run
4619

Run 4619

Task 2252 (Supervised Data Stream Classification) BNG(breast-w) Uploaded 30-04-2014 by Jason
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_HoeffdingTree(1)_s10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9944
Per class
Confusion matrix
F measure
0.9761
Per class
Kappa
0.9473
KB relative information score
36583.4409
Mean absolute error
0.0386
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.9763
Per class
Predictive accuracy
0.9761
Prior entropy
1
Ram hours
0
Recall
0.9761
Per class
Relative absolute error
0.0772
Root mean prior squared error
0.5
Root mean squared error
0.1365
Root relative squared error
0.273
Run CPU time
2.82

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