DEVELOPMENT... OpenML
Run
2965

Run 2965

Task 2149 (Supervised Data Stream Classification) BNG(bridges_version1) Uploaded 29-04-2014 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
0.8295
Per class
Confusion matrix
F measure
0.5592
Per class
Kappa
0.4153
KB relative information score
477884.1352
Mean absolute error
0.1792
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.5618
Per class
Predictive accuracy
0.5911
Prior entropy
2.585
Ram hours
0.0124
Recall
0.5911
Per class
Relative absolute error
0.6452
Root mean prior squared error
0.3727
Root mean squared error
0.3032
Root relative squared error
0.8136
Run CPU time
675.6841