Run
1836721

Run 1836721

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) Uploaded 27-10-2016 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
0.964
Per class
Confusion matrix
F measure
0.9414
Per class
Kappa
0.8826
KB relative information score
864916.1092
Mean absolute error
0.0688
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9418
Per class
Predictive accuracy
0.9413
Prior entropy
1
Recall
0.9413
Per class
Relative absolute error
0.1376
Root mean prior squared error
0.5
Root mean squared error
0.2233
Root relative squared error
0.4465