Run
528060

Run 528060

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.4993
Per class
Confusion matrix
F measure
0.5083
Per class
Kappa
-0
KB relative information score
100771.5063
Mean absolute error
0.4606
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5195
Per class
Predictive accuracy
0.647
Prior entropy
1
Recall
0.647
Per class
Relative absolute error
0.9212
Root mean prior squared error
0.5
Root mean squared error
0.4781
Root relative squared error
0.9562