Run
1835923

Run 1835923

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)_a0.9999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.8953
Per class
Confusion matrix
F measure
0.8247
Per class
Kappa
0.7858
KB relative information score
809153.8953
Mean absolute error
0.0577
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8238
Per class
Predictive accuracy
0.8268
Prior entropy
2.585
Recall
0.8268
Per class
Relative absolute error
0.2079
Root mean prior squared error
0.3727
Root mean squared error
0.2403
Root relative squared error
0.6448