Run
528536

Run 528536

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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
0.5307
Per class
Confusion matrix
F measure
0.53
Per class
Kappa
0.0605
KB relative information score
57520
Mean absolute error
0.4712
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5363
Per class
Predictive accuracy
0.5288
Prior entropy
1
Recall
0.5288
Per class
Relative absolute error
0.9425
Root mean prior squared error
0.5
Root mean squared error
0.6865
Root relative squared error
1.3729