Run
528080

Run 528080

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_SPegasos(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SPegasos(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SPegasos(1)_mmoa.classifiers.functions.SPegasos
moa.StackingAttempt_SPegasos(1)_cfalse
moa.SPegasos(2)_l1.0E-4
moa.SPegasos(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
0.9809
Per class
Confusion matrix
F measure
0.9707
Per class
Kappa
0.9137
KB relative information score
940028
Mean absolute error
0.03
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9738
Per class
Predictive accuracy
0.97
Prior entropy
1
Recall
0.97
Per class
Relative absolute error
0.06
Root mean prior squared error
0.5
Root mean squared error
0.1732
Root relative squared error
0.3463