Run
528042

Run 528042

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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
0.5432
Per class
Confusion matrix
F measure
0.6349
Per class
Kappa
0.1148
KB relative information score
440390
Mean absolute error
0.2798
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7302
Per class
Predictive accuracy
0.7202
Prior entropy
1
Recall
0.7202
Per class
Relative absolute error
0.5596
Root mean prior squared error
0.5
Root mean squared error
0.529
Root relative squared error
1.0579