Run
528126

Run 528126

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.9747
Per class
Confusion matrix
F measure
0.9258
Per class
Kappa
0.8519
KB relative information score
835524.2819
Mean absolute error
0.0847
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9287
Per class
Predictive accuracy
0.9259
Prior entropy
1
Recall
0.9259
Per class
Relative absolute error
0.1693
Root mean prior squared error
0.5
Root mean squared error
0.2479
Root relative squared error
0.4957