Run
1831056

Run 1831056

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingAdaptiveTree(2)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(2)_m33554432
moa.HoeffdingAdaptiveTree(2)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(2)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(2)_e1000000
moa.HoeffdingAdaptiveTree(2)_g200
moa.HoeffdingAdaptiveTree(2)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(2)_c1.0E-7
moa.HoeffdingAdaptiveTree(2)_t0.05
moa.HoeffdingAdaptiveTree(2)_bfalse
moa.HoeffdingAdaptiveTree(2)_zfalse
moa.HoeffdingAdaptiveTree(2)_rfalse
moa.HoeffdingAdaptiveTree(2)_pfalse
moa.HoeffdingAdaptiveTree(2)_lNBAdaptive
moa.HoeffdingAdaptiveTree(2)_q0

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
0.9614
Per class
Confusion matrix
F measure
0.782
Per class
Kappa
0.7538
KB relative information score
765181.7937
Mean absolute error
0.0623
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.782
Per class
Predictive accuracy
0.7828
Prior entropy
3.1699
Recall
0.7828
Per class
Relative absolute error
0.3154
Root mean prior squared error
0.3143
Root mean squared error
0.1881
Root relative squared error
0.5985