DEVELOPMENT... OpenML
Run
155013

Run 155013

Task 168 (Supervised Data Stream Classification) BNG(cylinder-bands,nominal,1000000) Uploaded 10-02-2015 by Jason
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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
0.6991
Per class
Confusion matrix
F measure
0.6896
Per class
Kappa
0.3693
KB relative information score
337910.0646
Mean absolute error
0.3354
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6934
Per class
Predictive accuracy
0.6881
Prior entropy
1
Recall
0.6881
Per class
Relative absolute error
0.6708
Root mean prior squared error
0.5
Root mean squared error
0.5252
Root relative squared error
1.0505