Run
528508

Run 528508

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.8496
Per class
Confusion matrix
F measure
0.854
Per class
Kappa
0.6934
KB relative information score
706968
Mean absolute error
0.1465
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8551
Per class
Predictive accuracy
0.8535
Prior entropy
1
Recall
0.8535
Per class
Relative absolute error
0.293
Root mean prior squared error
0.5
Root mean squared error
0.3828
Root relative squared error
0.7655