Run
1835618

Run 1835618

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)_g1000
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
0.8239
Per class
Confusion matrix
F measure
0.8309
Per class
Kappa
0.6528
KB relative information score
30056
Mean absolute error
0.1683
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8312
Per class
Predictive accuracy
0.8317
Prior entropy
1
Recall
0.8317
Per class
Relative absolute error
0.3367
Root mean prior squared error
0.5
Root mean squared error
0.4103
Root relative squared error
0.8206