Run
1837933

Run 1837933

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)_k6
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
0.9715
Per class
Confusion matrix
F measure
0.9375
Per class
Kappa
0.8748
KB relative information score
810864.2673
Mean absolute error
0.1007
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9375
Per class
Predictive accuracy
0.9375
Prior entropy
1
Recall
0.9375
Per class
Relative absolute error
0.2014
Root mean prior squared error
0.5
Root mean squared error
0.2318
Root relative squared error
0.4635