Run
1835774

Run 1835774

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.8894
Per class
Confusion matrix
F measure
0.8513
Per class
Kappa
0.7788
KB relative information score
798074.4603
Mean absolute error
0.0983
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.853
Per class
Predictive accuracy
0.8525
Prior entropy
1.585
Recall
0.8525
Per class
Relative absolute error
0.2212
Root mean prior squared error
0.4714
Root mean squared error
0.3136
Root relative squared error
0.6652