Run
527414

Run 527414

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 22-02-2016 by Jan van Rijn
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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
0.8791
Per class
Confusion matrix
F measure
0.8772
Per class
Kappa
0.7503
KB relative information score
34138
Mean absolute error
0.1233
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8798
Per class
Predictive accuracy
0.8767
Prior entropy
1
Recall
0.8767
Per class
Relative absolute error
0.2466
Root mean prior squared error
0.5
Root mean squared error
0.3511
Root relative squared error
0.7023