Run
178364

Run 178364

Task 7366 (Supervised Data Stream Classification) BNG(audiology,1000,5) Uploaded 23-02-2015 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
0.8849
Per class
Confusion matrix
F measure
0.5285
Per class
Kappa
0.4675
KB relative information score
570329.6985
Mean absolute error
0.0465
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.5281
Per class
Predictive accuracy
0.5491
Prior entropy
4.585
Recall
0.5491
Per class
Relative absolute error
0.5822
Root mean prior squared error
0.1998
Root mean squared error
0.1601
Root relative squared error
0.8012