Run
178514

Run 178514

Task 7341 (Supervised Data Stream Classification) BNG(anneal.ORIG,5000,1) 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
0.9471
Per class
Confusion matrix
F measure
0.907
Per class
Kappa
0.7664
KB relative information score
881425.6921
Mean absolute error
0.0437
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.906
Per class
Predictive accuracy
0.9093
Prior entropy
2.585
Recall
0.9093
Per class
Relative absolute error
0.1572
Root mean prior squared error
0.3727
Root mean squared error
0.1569
Root relative squared error
0.421