Run
528034

Run 528034

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.9319
Per class
Confusion matrix
F measure
0.9409
Per class
Kappa
0.8701
KB relative information score
882220
Mean absolute error
0.0589
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9409
Per class
Predictive accuracy
0.9411
Prior entropy
1
Recall
0.9411
Per class
Relative absolute error
0.1178
Root mean prior squared error
0.5
Root mean squared error
0.2427
Root relative squared error
0.4853