Run
154989

Run 154989

Task 184 (Supervised Data Stream Classification) BNG(vowel,nominal,1000000) Uploaded 10-02-2015 by Jan van Rijn
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Flow

moa.HoeffdingOptionTree(1)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(1)_o5
moa.HoeffdingOptionTree(1)_m33554432
moa.HoeffdingOptionTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(1)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(1)_e1000000
moa.HoeffdingOptionTree(1)_g200
moa.HoeffdingOptionTree(1)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(1)_c1.0E-7
moa.HoeffdingOptionTree(1)_w0.1
moa.HoeffdingOptionTree(1)_t0.05
moa.HoeffdingOptionTree(1)_bfalse
moa.HoeffdingOptionTree(1)_rfalse
moa.HoeffdingOptionTree(1)_pfalse
moa.HoeffdingOptionTree(1)_z2
moa.HoeffdingOptionTree(1)_lNBAdaptive
moa.HoeffdingOptionTree(1)_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
0.9634
Per class
Confusion matrix
F measure
0.7147
Per class
Kappa
0.687
KB relative information score
709414.9407
Mean absolute error
0.0678
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7147
Per class
Predictive accuracy
0.7154
Prior entropy
3.4594
Recall
0.7154
Per class
Relative absolute error
0.4105
Root mean prior squared error
0.2875
Root mean squared error
0.1874
Root relative squared error
0.652