Run
536465

Run 536465

Task 188 (Supervised Data Stream Classification) CovPokElec 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,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
0.8656
Per class
Confusion matrix
F measure
0.8416
Per class
Kappa
0.735
KB relative information score
1219084.4602
Mean absolute error
0.0311
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8433
Per class
Predictive accuracy
0.8447
Prior entropy
3.3219
Recall
0.8447
Per class
Relative absolute error
0.1726
Root mean prior squared error
0.3
Root mean squared error
0.1763
Root relative squared error
0.5875