Run
538726

Run 538726

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 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
0.937
Per class
Confusion matrix
F measure
0.9019
Per class
Kappa
0.8735
KB relative information score
888560.6295
Mean absolute error
0.0391
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9024
Per class
Predictive accuracy
0.9021
Prior entropy
2.3219
Recall
0.9021
Per class
Relative absolute error
0.1223
Root mean prior squared error
0.4
Root mean squared error
0.1979
Root relative squared error
0.4946