Run
1835497

Run 1835497

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 26-10-2016 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)_g10
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
0.8276
Per class
Confusion matrix
F measure
0.8338
Per class
Kappa
0.659
KB relative information score
30298
Mean absolute error
0.1657
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8338
Per class
Predictive accuracy
0.8343
Prior entropy
1
Recall
0.8343
Per class
Relative absolute error
0.3313
Root mean prior squared error
0.5
Root mean squared error
0.407
Root relative squared error
0.8141