Run
1837870

Run 1837870

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) 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)_k5
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
0.9703
Per class
Confusion matrix
F measure
0.9347
Per class
Kappa
0.8691
KB relative information score
827361.2352
Mean absolute error
0.091
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9347
Per class
Predictive accuracy
0.9347
Prior entropy
1
Recall
0.9347
Per class
Relative absolute error
0.182
Root mean prior squared error
0.5
Root mean squared error
0.228
Root relative squared error
0.4561