Run
542699

Run 542699

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 23-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k4
moa.BlastDecayed(1)_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
0.8872
Per class
Confusion matrix
F measure
0.8249
Per class
Kappa
0.6428
KB relative information score
26438.4111
Mean absolute error
0.2141
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8259
Per class
Predictive accuracy
0.8245
Prior entropy
1
Recall
0.8245
Per class
Relative absolute error
0.4282
Root mean prior squared error
0.5
Root mean squared error
0.3593
Root relative squared error
0.7187