Run
528083

Run 528083

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_MajorityClass(1)Moa implementation of StackingAttempt
moa.StackingAttempt_MajorityClass(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_MajorityClass(1)_mmoa.classifiers.functions.MajorityClass
moa.StackingAttempt_MajorityClass(1)_cfalse

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
0.5009
Per class
Confusion matrix
F measure
0.5762
Per class
KB relative information score
348155.4144
Mean absolute error
0.3343
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.4897
Per class
Predictive accuracy
0.6998
Prior entropy
1
Recall
0.6998
Per class
Relative absolute error
0.6686
Root mean prior squared error
0.5
Root mean squared error
0.5063
Root relative squared error
1.0126