Run
528121

Run 528121

Task 7310 (Supervised Data Stream Classification) Stagger1 Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_SPegasos(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SPegasos(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SPegasos(1)_mmoa.classifiers.functions.SPegasos
moa.StackingAttempt_SPegasos(1)_cfalse
moa.SPegasos(2)_l1.0E-4
moa.SPegasos(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
0.9991
Per class
Confusion matrix
F measure
0.9998
Per class
Kappa
0.999
KB relative information score
997754.0263
Mean absolute error
0.0015
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9998
Per class
Predictive accuracy
0.9998
Prior entropy
1
Recall
0.9998
Per class
Relative absolute error
0.0029
Root mean prior squared error
0.5
Root mean squared error
0.0148
Root relative squared error
0.0296