Run
542698

Run 542698

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)_k3
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
0.8793
Per class
Confusion matrix
F measure
0.8284
Per class
Kappa
0.6473
KB relative information score
27239.4825
Mean absolute error
0.2035
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8297
Per class
Predictive accuracy
0.8297
Prior entropy
1
Recall
0.8297
Per class
Relative absolute error
0.407
Root mean prior squared error
0.5
Root mean squared error
0.3642
Root relative squared error
0.7285