DEVELOPMENT... OpenML
Run
154993

Run 154993

Task 187 (Supervised Data Stream Classification) BNG(zoo,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
0.9938
Per class
Confusion matrix
F measure
0.931
Per class
Kappa
0.9104
KB relative information score
919462.1914
Mean absolute error
0.0264
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9309
Per class
Predictive accuracy
0.9314
Prior entropy
2.8074
Recall
0.9314
Per class
Relative absolute error
0.1078
Root mean prior squared error
0.3499
Root mean squared error
0.1208
Root relative squared error
0.3451

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