Run
570745

Run 570745

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,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
0.8638
Per class
Confusion matrix
F measure
0.8778
Per class
Kappa
0.7403
KB relative information score
758106
Mean absolute error
0.1209
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.879
Per class
Predictive accuracy
0.8791
Prior entropy
1
Recall
0.8791
Per class
Relative absolute error
0.2419
Root mean prior squared error
0.5
Root mean squared error
0.3478
Root relative squared error
0.6955