Run
543581

Run 543581

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 25-03-2016 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)_k4
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
0.8775
Per class
Confusion matrix
F measure
0.8708
Per class
Kappa
0.7256
KB relative information score
715740.0891
Mean absolute error
0.1443
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8713
Per class
Predictive accuracy
0.8718
Prior entropy
1
Recall
0.8718
Per class
Relative absolute error
0.2887
Root mean prior squared error
0.5
Root mean squared error
0.3437
Root relative squared error
0.6874