Run
528018

Run 528018

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) 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
0.9421
Per class
Confusion matrix
F measure
0.942
Per class
Kappa
0.8838
KB relative information score
884032
Mean absolute error
0.058
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9421
Per class
Predictive accuracy
0.942
Prior entropy
1
Recall
0.942
Per class
Relative absolute error
0.116
Root mean prior squared error
0.5
Root mean squared error
0.2408
Root relative squared error
0.4816