Run
1835783

Run 1835783

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
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
0.9151
Per class
Confusion matrix
F measure
0.9318
Per class
Kappa
0.8441
KB relative information score
864830
Mean absolute error
0.0676
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9322
Per class
Predictive accuracy
0.9324
Prior entropy
1
Recall
0.9324
Per class
Relative absolute error
0.1352
Root mean prior squared error
0.5
Root mean squared error
0.26
Root relative squared error
0.5199