Run
1835061

Run 1835061

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)_w100
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
0.8392
Per class
Confusion matrix
F measure
0.8456
Per class
Kappa
0.6831
KB relative information score
31378
Mean absolute error
0.1538
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8459
Per class
Predictive accuracy
0.8462
Prior entropy
1
Recall
0.8462
Per class
Relative absolute error
0.3075
Root mean prior squared error
0.5
Root mean squared error
0.3921
Root relative squared error
0.7842