Run
1836780

Run 1836780

Task 125961 (Supervised Data Stream Classification) BNG(ionosphere) 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)_k3
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
0.9665
Per class
Confusion matrix
F measure
0.936
Per class
Kappa
0.8605
KB relative information score
826677.327
Mean absolute error
0.0898
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9359
Per class
Predictive accuracy
0.9361
Prior entropy
1
Recall
0.9361
Per class
Relative absolute error
0.1797
Root mean prior squared error
0.5
Root mean squared error
0.23
Root relative squared error
0.4601