Run
528110

Run 528110

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) Uploaded 24-02-2016 by Jan van Rijn
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Flow

moa.StackingAttempt_SPegasos(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SPegasos(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SPegasos(1)_mmoa.classifiers.functions.SPegasos
moa.StackingAttempt_SPegasos(1)_cfalse
moa.SPegasos(2)_l1.0E-4
moa.SPegasos(2)_oLOGLOSS

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
0.6945
Per class
Confusion matrix
F measure
0.6869
Per class
Kappa
0.3212
KB relative information score
13221.067
Mean absolute error
0.3358
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.6937
Per class
Predictive accuracy
0.6829
Prior entropy
1
Recall
0.6829
Per class
Relative absolute error
0.6716
Root mean prior squared error
0.5
Root mean squared error
0.5145
Root relative squared error
1.0289