DEVELOPMENT... OpenML
Run
57448

Run 57448

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 13-11-2014 by Jason
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_HoeffdingTree(1)_s10

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
0.9724
Per class
Confusion matrix
F measure
0.798
Per class
Kappa
0.7721
KB relative information score
770015.8548
Mean absolute error
0.0651
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7981
Per class
Predictive accuracy
0.799
Prior entropy
3.1699
Recall
0.799
Per class
Relative absolute error
0.3296
Root mean prior squared error
0.3143
Root mean squared error
0.1783
Root relative squared error
0.5673