Run
528454

Run 528454

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) Uploaded 02-03-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttemptV2_SPegasos(1)Moa implementation of StackingAttemptV2
moa.SPegasos(2)_l1.0E-4
moa.SPegasos(2)_oHINGE
moa.StackingAttemptV2_SPegasos(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_SPegasos(1)_mmoa.classifiers.functions.SPegasos
moa.StackingAttemptV2_SPegasos(1)_cfalse
moa.StackingAttemptV2_SPegasos(1)_hfalse

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
0.692
Per class
Confusion matrix
F measure
0.7065
Per class
Kappa
0.3684
KB relative information score
15876
Mean absolute error
0.2984
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7167
Per class
Predictive accuracy
0.7016
Prior entropy
1
Recall
0.7016
Per class
Relative absolute error
0.5967
Root mean prior squared error
0.5
Root mean squared error
0.5462
Root relative squared error
1.0924