Run
528022

Run 528022

Task 7315 (Supervised Data Stream Classification) codrnaNorm 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
0.9438
Per class
Confusion matrix
F measure
0.9491
Per class
Kappa
0.8856
KB relative information score
438783
Mean absolute error
0.0509
Mean prior absolute error
0.5
Number of instances
488565
Per class
Precision
0.9492
Per class
Predictive accuracy
0.9491
Prior entropy
1
Recall
0.9491
Per class
Relative absolute error
0.1019
Root mean prior squared error
0.5
Root mean squared error
0.2257
Root relative squared error
0.4514