Run
528053

Run 528053

Task 160 (Supervised Data Stream Classification) BNG(mushroom) 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
0.4996
Per class
Confusion matrix
F measure
0.354
Per class
Kappa
0
KB relative information score
4233.2387
Mean absolute error
0.4985
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5277
Per class
Predictive accuracy
0.5183
Prior entropy
1
Recall
0.5183
Per class
Relative absolute error
0.9969
Root mean prior squared error
0.5
Root mean squared error
0.5002
Root relative squared error
1.0004