Run
543669

Run 543669

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 26-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
moa.BlastDecayed(1)_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
0.9532
Per class
Confusion matrix
F measure
0.8308
Per class
Kappa
0.7946
KB relative information score
784708.3166
Mean absolute error
0.0785
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8341
Per class
Predictive accuracy
0.8345
Prior entropy
2.585
Recall
0.8345
Per class
Relative absolute error
0.2826
Root mean prior squared error
0.3727
Root mean squared error
0.2041
Root relative squared error
0.5476