DEVELOPMENT... OpenML
Run
1996

Run 1996

Task 131 (Supervised Data Stream Classification) BNG(bridges_version2,nominal,1000000) Uploaded 24-04-2014 by Jason
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(1)_zfalse

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
0.8243
Per class
Confusion matrix
F measure
0.596
Per class
Kappa
0.4697
KB relative information score
555817.5382
Mean absolute error
0.1457
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.5897
Per class
Predictive accuracy
0.6162
Prior entropy
2.585
Ram hours
0
Recall
0.6162
Per class
Relative absolute error
0.5245
Root mean prior squared error
0.3727
Root mean squared error
0.3074
Root relative squared error
0.8248
Run CPU time
61.86