Run
528122

Run 528122

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_SGD(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SGD(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SGD(1)_mmoa.classifiers.functions.SGD
moa.StackingAttempt_SGD(1)_cfalse
moa.SGD(2)_l1.0E-4
moa.SGD(2)_r1.0E-4
moa.SGD(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
0.5853
Per class
Confusion matrix
F measure
0.5703
Per class
Kappa
0.1548
KB relative information score
270571.1712
Mean absolute error
0.3695
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7206
Per class
Predictive accuracy
0.6544
Prior entropy
1
Recall
0.6544
Per class
Relative absolute error
0.739
Root mean prior squared error
0.5
Root mean squared error
0.5533
Root relative squared error
1.1067