DEVELOPMENT... OpenML
Run
5315

Run 5315

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 01-05-2014 by Jason
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
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.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_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
0.9598
Per class
Confusion matrix
F measure
0.7105
Per class
Kappa
0.6822
KB relative information score
685236.4163
Mean absolute error
0.0755
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7103
Per class
Predictive accuracy
0.7111
Prior entropy
3.4594
Ram hours
0.0003
Recall
0.7111
Per class
Relative absolute error
0.4567
Root mean prior squared error
0.2875
Root mean squared error
0.1928
Root relative squared error
0.6705
Run CPU time
258.7721