Run
528485

Run 528485

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 02-03-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttemptV2_SPegasos(1)Moa implementation of StackingAttemptV2
moa.SPegasos(2)_l1.0E-4
moa.SPegasos(2)_oHINGE
moa.StackingAttemptV2_SPegasos(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_SPegasos(1)_mmoa.classifiers.functions.SPegasos
moa.StackingAttemptV2_SPegasos(1)_cfalse
moa.StackingAttemptV2_SPegasos(1)_hfalse

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
0.9479
Per class
Confusion matrix
F measure
0.9455
Per class
Kappa
0.8825
KB relative information score
890192
Mean absolute error
0.0549
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.947
Per class
Predictive accuracy
0.9451
Prior entropy
1
Recall
0.9451
Per class
Relative absolute error
0.1098
Root mean prior squared error
0.5
Root mean squared error
0.2343
Root relative squared error
0.4686