DEVELOPMENT... OpenML
Run
1492

Run 1492

Task 184 (Supervised Data Stream Classification) BNG(vowel,nominal,1000000) Uploaded 23-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.9765
Per class
Confusion matrix
F measure
0.7687
Per class
Kappa
0.7463
KB relative information score
753911.9952
Mean absolute error
0.061
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7684
Per class
Predictive accuracy
0.7694
Prior entropy
3.4594
Ram hours
0.0009
Recall
0.7694
Per class
Relative absolute error
0.3692
Root mean prior squared error
0.2875
Root mean squared error
0.172
Root relative squared error
0.5985
Run CPU time
225.37