Run
1837801

Run 1837801

Task 125961 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 29-10-2016 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)_ptrue

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
0.969
Per class
Confusion matrix
F measure
0.936
Per class
Kappa
0.8605
KB relative information score
828208.9474
Mean absolute error
0.0891
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
0.1783
Root mean prior squared error
0.5
Root mean squared error
0.2288
Root relative squared error
0.4575