DEVELOPMENT... OpenML
Run
2351

Run 2351

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 24-04-2014 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
0.6674
Per class
Confusion matrix
F measure
0.5959
Per class
Kappa
0.1921
KB relative information score
197318.9719
Mean absolute error
0.4091
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7162
Per class
Predictive accuracy
0.6656
Prior entropy
1
Ram hours
0.0029
Recall
0.6656
Per class
Relative absolute error
0.8183
Root mean prior squared error
0.5
Root mean squared error
0.4519
Root relative squared error
0.9038
Run CPU time
403.09