Run
528097

Run 528097

Task 7310 (Supervised Data Stream Classification) Stagger1 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
1
Per class
Confusion matrix
F measure
0.9986
Per class
Kappa
0.9929
KB relative information score
901321.1604
Mean absolute error
0.0618
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9986
Per class
Predictive accuracy
0.9986
Prior entropy
1
Recall
0.9986
Per class
Relative absolute error
0.1236
Root mean prior squared error
0.5
Root mean squared error
0.1017
Root relative squared error
0.2034