Run
536397

Run 536397

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.8523
Per class
Confusion matrix
F measure
0.7338
Per class
Kappa
0.7047
KB relative information score
722061.7114
Mean absolute error
0.0532
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7336
Per class
Predictive accuracy
0.7342
Prior entropy
3.3219
Recall
0.7342
Per class
Relative absolute error
0.2953
Root mean prior squared error
0.3
Root mean squared error
0.2306
Root relative squared error
0.7685