Run
528082

Run 528082

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_SGD(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SGD(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SGD(1)_mmoa.classifiers.functions.SGD
moa.StackingAttempt_SGD(1)_cfalse
moa.SGD(2)_l1.0E-4
moa.SGD(2)_r1.0E-4
moa.SGD(2)_oHINGE

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
0.8426
Per class
Confusion matrix
F measure
0.8411
Per class
Kappa
0.6851
KB relative information score
67506
Mean absolute error
0.1574
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8556
Per class
Predictive accuracy
0.8426
Prior entropy
1
Recall
0.8426
Per class
Relative absolute error
0.3149
Root mean prior squared error
0.5
Root mean squared error
0.3968
Root relative squared error
0.7935