OpenML
536404

Run 536404

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 11-03-2016 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,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.rules.OneR -B 6)) -c 1000,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l weka.classifiers.trees.DecisionStump) -c 1000,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.6341
Per class
Confusion matrix
F measure
0.5278
Per class
Kappa
0.2687
KB relative information score
19556.4212
Mean absolute error
0.3147
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5278
Per class
Predictive accuracy
0.5279
Prior entropy
1.585
Recall
0.5279
Per class
Relative absolute error
0.7081
Root mean prior squared error
0.4714
Root mean squared error
0.561
Root relative squared error
1.1901