Run
542704

Run 542704

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)_k6
moa.BlastDecayed(1)_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
0.8963
Per class
Confusion matrix
F measure
0.8284
Per class
Kappa
0.6469
KB relative information score
24849.2532
Mean absolute error
0.235
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.832
Per class
Predictive accuracy
0.8305
Prior entropy
1
Recall
0.8305
Per class
Relative absolute error
0.47
Root mean prior squared error
0.5
Root mean squared error
0.3607
Root relative squared error
0.7213