Run
1836732

Run 1836732

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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)_k2
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
0.9276
Per class
Confusion matrix
F measure
0.8124
Per class
Kappa
0.7713
KB relative information score
822067.7354
Mean absolute error
0.0606
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8213
Per class
Predictive accuracy
0.8155
Prior entropy
2.585
Recall
0.8155
Per class
Relative absolute error
0.218
Root mean prior squared error
0.3727
Root mean squared error
0.2146
Root relative squared error
0.5758