Run
528517

Run 528517

Task 7315 (Supervised Data Stream Classification) codrnaNorm 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
0.9545
Per class
Confusion matrix
F measure
0.9528
Per class
Kappa
0.8947
KB relative information score
442121
Mean absolute error
0.0475
Mean prior absolute error
0.5
Number of instances
488565
Per class
Precision
0.9541
Per class
Predictive accuracy
0.9525
Prior entropy
1
Recall
0.9525
Per class
Relative absolute error
0.0951
Root mean prior squared error
0.5
Root mean squared error
0.218
Root relative squared error
0.436