Run
528127

Run 528127

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 24-02-2016 by Jan van Rijn
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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
0.9958
Per class
Confusion matrix
F measure
0.9809
Per class
Kappa
0.9618
KB relative information score
845964.2245
Mean absolute error
0.0918
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9809
Per class
Predictive accuracy
0.9809
Prior entropy
1
Recall
0.9809
Per class
Relative absolute error
0.1836
Root mean prior squared error
0.5
Root mean squared error
0.1545
Root relative squared error
0.309