Run
179034

Run 179034

Task 7367 (Supervised Data Stream Classification) BNG(audiology,1000,10) Uploaded 23-02-2015 by Jan van Rijn
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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.

18 Evaluation measures

Area under ROC curve
0.9004
Per class
Confusion matrix
F measure
0.5689
Per class
Kappa
0.5113
KB relative information score
601858.4963
Mean absolute error
0.0439
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.5677
Per class
Predictive accuracy
0.5826
Prior entropy
4.585
Recall
0.5826
Per class
Relative absolute error
0.5493
Root mean prior squared error
0.1998
Root mean squared error
0.1553
Root relative squared error
0.7771