Run
570859

Run 570859

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9004
Per class
Confusion matrix
F measure
0.8663
Per class
Kappa
0.8007
KB relative information score
818061.5168
Mean absolute error
0.0886
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8673
Per class
Predictive accuracy
0.8671
Prior entropy
1.585
Recall
0.8671
Per class
Relative absolute error
0.1993
Root mean prior squared error
0.4714
Root mean squared error
0.2976
Root relative squared error
0.6314