DEVELOPMENT... OpenML
Run
2791

Run 2791

Task 2128 (Supervised Data Stream Classification) BNG(anneal.ORIG) Uploaded 28-04-2014 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
0.9283
Per class
Confusion matrix
F measure
0.8561
Per class
Kappa
0.635
KB relative information score
837444.869
Mean absolute error
0.0608
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8559
Per class
Predictive accuracy
0.8615
Prior entropy
2.585
Ram hours
0
Recall
0.8615
Per class
Relative absolute error
0.2189
Root mean prior squared error
0.3727
Root mean squared error
0.184
Root relative squared error
0.4936
Run CPU time
34.3744