Run
1836674

Run 1836674

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 27-10-2016 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)_k2
moa.BlastDecayed(9)_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
0.8747
Per class
Confusion matrix
F measure
0.8226
Per class
Kappa
0.6433
KB relative information score
28896
Mean absolute error
0.1811
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8334
Per class
Predictive accuracy
0.8215
Prior entropy
1
Recall
0.8215
Per class
Relative absolute error
0.3623
Root mean prior squared error
0.5
Root mean squared error
0.3652
Root relative squared error
0.7304