Run
1838004

Run 1838004

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
moa.BlastDecayed(9)_ptrue

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
0.9038
Per class
Confusion matrix
F measure
0.8093
Per class
Kappa
0.6084
KB relative information score
23761.9631
Mean absolute error
0.2494
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.829
Per class
Predictive accuracy
0.8157
Prior entropy
1
Recall
0.8157
Per class
Relative absolute error
0.4989
Root mean prior squared error
0.5
Root mean squared error
0.3622
Root relative squared error
0.7243