Run
528518

Run 528518

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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)_ctrue
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
0.5939
Per class
Confusion matrix
F measure
0.6017
Per class
Kappa
0.1919
KB relative information score
218532
Mean absolute error
0.3907
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6045
Per class
Predictive accuracy
0.6093
Prior entropy
1
Recall
0.6093
Per class
Relative absolute error
0.7815
Root mean prior squared error
0.5
Root mean squared error
0.6251
Root relative squared error
1.2502