Run
1835915

Run 1835915

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 27-10-2016 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)_g10
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
0.8664
Per class
Confusion matrix
F measure
0.8803
Per class
Kappa
0.7456
KB relative information score
762992
Mean absolute error
0.1185
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8815
Per class
Predictive accuracy
0.8815
Prior entropy
1
Recall
0.8815
Per class
Relative absolute error
0.237
Root mean prior squared error
0.5
Root mean squared error
0.3442
Root relative squared error
0.6885