Run
1834973

Run 1834973

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)_w10
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
0.8664
Per class
Confusion matrix
F measure
0.873
Per class
Kappa
0.7391
KB relative information score
33858
Mean absolute error
0.1264
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8737
Per class
Predictive accuracy
0.8736
Prior entropy
1
Recall
0.8736
Per class
Relative absolute error
0.2528
Root mean prior squared error
0.5
Root mean squared error
0.3555
Root relative squared error
0.711