Run
536296

Run 536296

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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)_bfunctions.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
0.9403
Per class
Confusion matrix
F measure
0.9457
Per class
Kappa
0.882
KB relative information score
891526
Mean absolute error
0.0542
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9457
Per class
Predictive accuracy
0.9458
Prior entropy
1
Recall
0.9458
Per class
Relative absolute error
0.1085
Root mean prior squared error
0.5
Root mean squared error
0.2329
Root relative squared error
0.4658