DEVELOPMENT... OpenML
Run
178879

Run 178879

Task 7369 (Supervised Data Stream Classification) BNG(audiology,5000,5) Uploaded 23-02-2015 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
0.9226
Per class
Confusion matrix
F measure
0.6418
Per class
Kappa
0.6032
KB relative information score
664241.8591
Mean absolute error
0.0371
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.6438
Per class
Predictive accuracy
0.6596
Prior entropy
4.585
Recall
0.6596
Per class
Relative absolute error
0.4651
Root mean prior squared error
0.1998
Root mean squared error
0.1451
Root relative squared error
0.726