Run
528106

Run 528106

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.9657
Per class
Confusion matrix
F measure
0.9345
Per class
Kappa
0.8555
KB relative information score
775450.9965
Mean absolute error
0.1261
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9356
Per class
Predictive accuracy
0.9352
Prior entropy
1
Recall
0.9352
Per class
Relative absolute error
0.2522
Root mean prior squared error
0.5
Root mean squared error
0.2302
Root relative squared error
0.4604