Run
528280

Run 528280

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 29-02-2016 by Jan van Rijn
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Flow

moa.StackingAttemptV2_SPegasos(1)Moa implementation of StackingAttemptV2
moa.SPegasos(2)_l1.0E-4
moa.SPegasos(2)_oHINGE
moa.StackingAttemptV2_SPegasos(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_SPegasos(1)_mmoa.classifiers.functions.SPegasos
moa.StackingAttemptV2_SPegasos(1)_cfalse
moa.StackingAttemptV2_SPegasos(1)_hfalse

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
0.8895
Per class
Confusion matrix
F measure
0.8862
Per class
Kappa
0.769
KB relative information score
34948
Mean absolute error
0.1144
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8899
Per class
Predictive accuracy
0.8856
Prior entropy
1
Recall
0.8856
Per class
Relative absolute error
0.2287
Root mean prior squared error
0.5
Root mean squared error
0.3382
Root relative squared error
0.6764