DEVELOPMENT... OpenML
Run
2610

Run 2610

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 25-04-2014 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
0.9576
Per class
Confusion matrix
F measure
0.7395
Per class
Kappa
0.7103
KB relative information score
701212.5046
Mean absolute error
0.0759
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7402
Per class
Predictive accuracy
0.7392
Prior entropy
3.3219
Ram hours
0
Recall
0.7392
Per class
Relative absolute error
0.4217
Root mean prior squared error
0.3
Root mean squared error
0.1929
Root relative squared error
0.6431
Run CPU time
244.52