Run
528128

Run 528128

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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
0.9744
Per class
Confusion matrix
F measure
0.9406
Per class
Kappa
0.8716
KB relative information score
858133.1807
Mean absolute error
0.0745
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9415
Per class
Predictive accuracy
0.9402
Prior entropy
1
Recall
0.9402
Per class
Relative absolute error
0.149
Root mean prior squared error
0.5
Root mean squared error
0.224
Root relative squared error
0.448