Run
1836793

Run 1836793

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)_k4
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.

20 Evaluation measures

Area under ROC curve
0.8813
Per class
Confusion matrix
F measure
0.8753
Per class
Kappa
0.7352
KB relative information score
722484.5633
Mean absolute error
0.1412
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8757
Per class
Predictive accuracy
0.8762
Prior entropy
1
Ram hours
0.0045
Recall
0.8762
Per class
Relative absolute error
0.2824
Root mean prior squared error
0.5
Root mean squared error
0.3382
Root relative squared error
0.6765
Run CPU time
352