Run
542707

Run 542707

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)_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
0.8838
Per class
Confusion matrix
F measure
0.8284
Per class
Kappa
0.6473
KB relative information score
27299.997
Mean absolute error
0.2029
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
0.4057
Root mean prior squared error
0.5
Root mean squared error
0.3636
Root relative squared error
0.7272