Run
528073

Run 528073

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.5691
Per class
Confusion matrix
F measure
0.574
Per class
Kappa
0.1614
KB relative information score
313646
Mean absolute error
0.3432
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7258
Per class
Predictive accuracy
0.6568
Prior entropy
1
Recall
0.6568
Per class
Relative absolute error
0.6864
Root mean prior squared error
0.5
Root mean squared error
0.5858
Root relative squared error
1.1716