Run
536423

Run 536423

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.8452
Per class
Confusion matrix
F measure
0.9122
Per class
Kappa
0.7267
KB relative information score
829056
Mean absolute error
0.0855
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.912
Per class
Predictive accuracy
0.9145
Prior entropy
1
Recall
0.9145
Per class
Relative absolute error
0.1709
Root mean prior squared error
0.5
Root mean squared error
0.2924
Root relative squared error
0.5847