Run
528466

Run 528466

Task 199 (Supervised Data Stream Classification) SEA(50) 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)_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
0.8736
Per class
Confusion matrix
F measure
0.8839
Per class
Kappa
0.7539
KB relative information score
768836
Mean absolute error
0.1156
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8839
Per class
Predictive accuracy
0.8844
Prior entropy
1
Recall
0.8844
Per class
Relative absolute error
0.2312
Root mean prior squared error
0.5
Root mean squared error
0.34
Root relative squared error
0.6799