DEVELOPMENT... OpenML
Run
154976

Run 154976

Task 169 (Supervised Data Stream Classification) BNG(dermatology,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
0.9974
Per class
Confusion matrix
F measure
0.9706
Per class
Kappa
0.9633
KB relative information score
961017.5349
Mean absolute error
0.0147
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9707
Per class
Predictive accuracy
0.9707
Prior entropy
2.585
Recall
0.9707
Per class
Relative absolute error
0.053
Root mean prior squared error
0.3727
Root mean squared error
0.0898
Root relative squared error
0.2409