Run
538723

Run 538723

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 21-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNNwithPAW,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
0.9204
Per class
Confusion matrix
F measure
0.8635
Per class
Kappa
0.8407
KB relative information score
852666.2681
Mean absolute error
0.039
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8645
Per class
Predictive accuracy
0.8635
Prior entropy
2.8074
Recall
0.8635
Per class
Relative absolute error
0.1593
Root mean prior squared error
0.3499
Root mean squared error
0.1975
Root relative squared error
0.5644