Run
528023

Run 528023

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.9336
Per class
Confusion matrix
F measure
0.9335
Per class
Kappa
0.8671
KB relative information score
867050
Mean absolute error
0.0665
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9347
Per class
Predictive accuracy
0.9335
Prior entropy
1
Recall
0.9335
Per class
Relative absolute error
0.133
Root mean prior squared error
0.5
Root mean squared error
0.2578
Root relative squared error
0.5157