Run
542702

Run 542702

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)_k7
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
0.8889
Per class
Confusion matrix
F measure
0.7991
Per class
Kappa
0.5877
KB relative information score
22393.1237
Mean absolute error
0.2642
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.82
Per class
Predictive accuracy
0.8063
Prior entropy
1
Recall
0.8063
Per class
Relative absolute error
0.5283
Root mean prior squared error
0.5
Root mean squared error
0.3766
Root relative squared error
0.7531