Run
178365

Run 178365

Task 7365 (Supervised Data Stream Classification) BNG(audiology,1000,1) 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
0.9198
Per class
Confusion matrix
F measure
0.6377
Per class
Kappa
0.5968
KB relative information score
660073.3552
Mean absolute error
0.0371
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.6411
Per class
Predictive accuracy
0.6536
Prior entropy
4.585
Recall
0.6536
Per class
Relative absolute error
0.4648
Root mean prior squared error
0.1998
Root mean squared error
0.1466
Root relative squared error
0.7335