Run
528032

Run 528032

Task 182 (Supervised Data Stream Classification) BNG(vote) 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
0.4997
Per class
Confusion matrix
F measure
0.4665
Per class
KB relative information score
10330.0485
Mean absolute error
0.4691
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.3763
Per class
Predictive accuracy
0.6135
Prior entropy
1
Recall
0.6135
Per class
Relative absolute error
0.9382
Root mean prior squared error
0.5
Root mean squared error
0.4875
Root relative squared error
0.9751