Run
536330

Run 536330

Task 174 (Supervised Data Stream Classification) BNG(soybean) 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
0.9456
Per class
Confusion matrix
F measure
0.9016
Per class
Kappa
0.892
KB relative information score
899456.0533
Mean absolute error
0.0104
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9083
Per class
Predictive accuracy
0.9013
Prior entropy
4.2479
Recall
0.9013
Per class
Relative absolute error
0.1042
Root mean prior squared error
0.2233
Root mean squared error
0.1019
Root relative squared error
0.4565