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1623

Run 1623

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 23-04-2014 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
0.9894
Per class
Confusion matrix
F measure
0.9645
Per class
Kappa
0.9252
KB relative information score
117820.6927
Mean absolute error
0.0552
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9645
Per class
Predictive accuracy
0.9645
Prior entropy
1
Ram hours
0
Recall
0.9645
Per class
Relative absolute error
0.1104
Root mean prior squared error
0.5
Root mean squared error
0.1722
Root relative squared error
0.3445
Run CPU time
3.37

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