Run
528521

Run 528521

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.8536
Per class
Confusion matrix
F measure
0.8594
Per class
Kappa
0.6952
KB relative information score
716668
Mean absolute error
0.1417
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8618
Per class
Predictive accuracy
0.8583
Prior entropy
1
Recall
0.8583
Per class
Relative absolute error
0.2833
Root mean prior squared error
0.5
Root mean squared error
0.3764
Root relative squared error
0.7528