DEVELOPMENT... OpenML
Run
2011

Run 2011

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.8826
Per class
Confusion matrix
F measure
0.8821
Per class
Kappa
0.7495
KB relative information score
629911.056
Mean absolute error
0.2043
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8829
Per class
Predictive accuracy
0.8831
Prior entropy
1
Ram hours
0
Recall
0.8831
Per class
Relative absolute error
0.4086
Root mean prior squared error
0.5
Root mean squared error
0.3203
Root relative squared error
0.6406
Run CPU time
20.39

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