Run
528089

Run 528089

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.8819
Per class
Confusion matrix
F measure
0.8652
Per class
Kappa
0.7133
KB relative information score
586911.3889
Mean absolute error
0.226
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8665
Per class
Predictive accuracy
0.8667
Prior entropy
1
Recall
0.8667
Per class
Relative absolute error
0.4519
Root mean prior squared error
0.5
Root mean squared error
0.3325
Root relative squared error
0.6651