Run
3234

Run 3234

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 30-04-2014 by Jan van Rijn
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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
0.9589
Per class
Confusion matrix
F measure
0.7102
Per class
Kappa
0.6818
KB relative information score
683569.0709
Mean absolute error
0.0762
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7099
Per class
Predictive accuracy
0.7107
Prior entropy
3.4594
Ram hours
0.0004
Recall
0.7107
Per class
Relative absolute error
0.4608
Root mean prior squared error
0.2875
Root mean squared error
0.1931
Root relative squared error
0.6717
Run CPU time
366.235