Run
528560

Run 528560

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 02-03-2016 by Jan van Rijn
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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
0.5673
Per class
Confusion matrix
F measure
0.5704
Per class
Kappa
0.1575
KB relative information score
312232
Mean absolute error
0.3439
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7336
Per class
Predictive accuracy
0.6561
Prior entropy
1
Recall
0.6561
Per class
Relative absolute error
0.6878
Root mean prior squared error
0.5
Root mean squared error
0.5864
Root relative squared error
1.1728