Run
542867

Run 542867

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 23-03-2016 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)_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
0.8691
Per class
Confusion matrix
F measure
0.8824
Per class
Kappa
0.7501
KB relative information score
766968
Mean absolute error
0.1165
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8834
Per class
Predictive accuracy
0.8835
Prior entropy
1
Recall
0.8835
Per class
Relative absolute error
0.233
Root mean prior squared error
0.5
Root mean squared error
0.3413
Root relative squared error
0.6827