DEVELOPMENT... OpenML
Run
154915

Run 154915

Task 6707 (Supervised Data Stream Classification) BNG(wine) 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
0.9838
Per class
Confusion matrix
F measure
0.9338
Per class
Kappa
0.8994
KB relative information score
879148.3965
Mean absolute error
0.0649
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9337
Per class
Predictive accuracy
0.9338
Prior entropy
1.585
Recall
0.9338
Per class
Relative absolute error
0.146
Root mean prior squared error
0.4714
Root mean squared error
0.1893
Root relative squared error
0.4015