Run
528228

Run 528228

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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
0.9158
Per class
Confusion matrix
F measure
0.8781
Per class
Kappa
0.7535
KB relative information score
633297.4159
Mean absolute error
0.199
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8782
Per class
Predictive accuracy
0.878
Prior entropy
1
Recall
0.878
Per class
Relative absolute error
0.398
Root mean prior squared error
0.5
Root mean squared error
0.3198
Root relative squared error
0.6395