Run
528028

Run 528028

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)_oHINGE

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
0.8609
Per class
Confusion matrix
F measure
0.8715
Per class
Kappa
0.7277
KB relative information score
744074
Mean absolute error
0.128
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8714
Per class
Predictive accuracy
0.872
Prior entropy
1
Recall
0.872
Per class
Relative absolute error
0.2559
Root mean prior squared error
0.5
Root mean squared error
0.3577
Root relative squared error
0.7154