Run
528044

Run 528044

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.5166
Per class
Confusion matrix
F measure
0.4676
Per class
Kappa
-0
KB relative information score
55752.2224
Mean absolute error
0.4789
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.3774
Per class
Predictive accuracy
0.6143
Prior entropy
1
Recall
0.6143
Per class
Relative absolute error
0.9578
Root mean prior squared error
0.5
Root mean squared error
0.4871
Root relative squared error
0.9743