Run
1836917

Run 1836917

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 28-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k6
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
0.8809
Per class
Confusion matrix
F measure
0.8665
Per class
Kappa
0.7161
KB relative information score
694221.9495
Mean absolute error
0.1569
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8675
Per class
Predictive accuracy
0.8678
Prior entropy
1
Recall
0.8678
Per class
Relative absolute error
0.3137
Root mean prior squared error
0.5
Root mean squared error
0.3431
Root relative squared error
0.6863