Run
536408

Run 536408

Task 2132 (Supervised Data Stream Classification) BNG(lymph) 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
0.9088
Per class
Confusion matrix
F measure
0.9027
Per class
Kappa
0.8183
KB relative information score
882801.8527
Mean absolute error
0.0485
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.903
Per class
Predictive accuracy
0.9029
Prior entropy
2
Recall
0.9029
Per class
Relative absolute error
0.1294
Root mean prior squared error
0.433
Root mean squared error
0.2203
Root relative squared error
0.5087