Run
1837992

Run 1837992

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)_k7
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
0.972
Per class
Confusion matrix
F measure
0.9292
Per class
Kappa
0.8581
KB relative information score
793656.2974
Mean absolute error
0.1111
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9293
Per class
Predictive accuracy
0.9292
Prior entropy
1
Recall
0.9292
Per class
Relative absolute error
0.2221
Root mean prior squared error
0.5
Root mean squared error
0.2357
Root relative squared error
0.4715