Run
529065

Run 529065

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 03-03-2016 by Joaquin Vanschoren
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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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,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
0.9435
Per class
Confusion matrix
F measure
0.9496
Per class
Kappa
0.8857
KB relative information score
899076
Mean absolute error
0.0505
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9496
Per class
Predictive accuracy
0.9495
Prior entropy
1
Recall
0.9495
Per class
Relative absolute error
0.1009
Root mean prior squared error
0.5
Root mean squared error
0.2246
Root relative squared error
0.4493