DEVELOPMENT... OpenML
Run
154955

Run 154955

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) 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
0.966
Per class
Confusion matrix
F measure
0.7906
Per class
Kappa
0.764
KB relative information score
767654.2763
Mean absolute error
0.0631
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7904
Per class
Predictive accuracy
0.7919
Prior entropy
3.1699
Recall
0.7919
Per class
Relative absolute error
0.3193
Root mean prior squared error
0.3143
Root mean squared error
0.1839
Root relative squared error
0.5852

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