Run
528048

Run 528048

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.9265
Per class
Confusion matrix
F measure
0.9263
Per class
Kappa
0.8528
KB relative information score
852792
Mean absolute error
0.0736
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9292
Per class
Predictive accuracy
0.9264
Prior entropy
1
Recall
0.9264
Per class
Relative absolute error
0.1472
Root mean prior squared error
0.5
Root mean squared error
0.2713
Root relative squared error
0.5426