Run
528282

Run 528282

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)_ctrue
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
0.8845
Per class
Confusion matrix
F measure
0.881
Per class
Kappa
0.7587
KB relative information score
34480
Mean absolute error
0.1195
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8851
Per class
Predictive accuracy
0.8805
Prior entropy
1
Recall
0.8805
Per class
Relative absolute error
0.2391
Root mean prior squared error
0.5
Root mean squared error
0.3457
Root relative squared error
0.6915