DEVELOPMENT... OpenML
Run
154973

Run 154973

Task 171 (Supervised Data Stream Classification) BNG(sick,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
0.8665
Per class
Confusion matrix
F measure
0.9192
Per class
Kappa
0.1436
KB relative information score
827821.6931
Mean absolute error
0.0932
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9197
Per class
Predictive accuracy
0.9398
Prior entropy
1
Recall
0.9398
Per class
Relative absolute error
0.1864
Root mean prior squared error
0.5
Root mean squared error
0.218
Root relative squared error
0.436