Run
528112

Run 528112

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_SPegasos(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SPegasos(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SPegasos(1)_mmoa.classifiers.functions.SPegasos
moa.StackingAttempt_SPegasos(1)_cfalse
moa.SPegasos(2)_l1.0E-4
moa.SPegasos(2)_oLOGLOSS

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
0.8808
Per class
Confusion matrix
F measure
0.8734
Per class
Kappa
0.7317
KB relative information score
664452.4211
Mean absolute error
0.1796
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8734
Per class
Predictive accuracy
0.874
Prior entropy
1
Recall
0.874
Per class
Relative absolute error
0.3593
Root mean prior squared error
0.5
Root mean squared error
0.3344
Root relative squared error
0.6688