Run
528606

Run 528606

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 03-03-2016 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)_cfalse
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
0.708
Per class
Confusion matrix
F measure
0.7802
Per class
Kappa
0.4869
KB relative information score
613526
Mean absolute error
0.1932
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8436
Per class
Predictive accuracy
0.8068
Prior entropy
1
Recall
0.8068
Per class
Relative absolute error
0.3865
Root mean prior squared error
0.5
Root mean squared error
0.4396
Root relative squared error
0.8792