Run
1834912

Run 1834912

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_pfalse

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
0.8298
Per class
Confusion matrix
F measure
0.8359
Per class
Kappa
0.6632
KB relative information score
30484
Mean absolute error
0.1636
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8359
Per class
Predictive accuracy
0.8364
Prior entropy
1
Recall
0.8364
Per class
Relative absolute error
0.3272
Root mean prior squared error
0.5
Root mean squared error
0.4045
Root relative squared error
0.809