Run
528058

Run 528058

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) 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
0.4998
Per class
Confusion matrix
F measure
0.3579
Per class
KB relative information score
7140.8098
Mean absolute error
0.4974
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.2724
Per class
Predictive accuracy
0.5219
Prior entropy
1
Recall
0.5219
Per class
Relative absolute error
0.9948
Root mean prior squared error
0.5
Root mean squared error
0.5011
Root relative squared error
1.0022