Run
538760

Run 538760

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 22-03-2016 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
0.894
Per class
Confusion matrix
F measure
0.8215
Per class
Kappa
0.783
KB relative information score
806741.0505
Mean absolute error
0.0585
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8199
Per class
Predictive accuracy
0.8246
Prior entropy
2.585
Recall
0.8246
Per class
Relative absolute error
0.2105
Root mean prior squared error
0.3727
Root mean squared error
0.2418
Root relative squared error
0.6488