Run
528057

Run 528057

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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
0.9659
Per class
Confusion matrix
F measure
0.9722
Per class
Kappa
0.9165
KB relative information score
943946
Mean absolute error
0.028
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9727
Per class
Predictive accuracy
0.972
Prior entropy
1
Recall
0.972
Per class
Relative absolute error
0.0561
Root mean prior squared error
0.5
Root mean squared error
0.1674
Root relative squared error
0.3348