Run
538745

Run 538745

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 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)_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
0.8901
Per class
Confusion matrix
F measure
0.832
Per class
Kappa
0.7821
KB relative information score
808459.0985
Mean absolute error
0.0673
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8324
Per class
Predictive accuracy
0.8318
Prior entropy
2.3219
Recall
0.8318
Per class
Relative absolute error
0.2103
Root mean prior squared error
0.4
Root mean squared error
0.2594
Root relative squared error
0.6485