Run
536400

Run 536400

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 11-03-2016 by Joaquin Vanschoren
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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
0.869
Per class
Confusion matrix
F measure
0.8825
Per class
Kappa
0.7503
KB relative information score
767226
Mean absolute error
0.1164
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8836
Per class
Predictive accuracy
0.8836
Prior entropy
1
Recall
0.8836
Per class
Relative absolute error
0.2328
Root mean prior squared error
0.5
Root mean squared error
0.3412
Root relative squared error
0.6823