Run
536432

Run 536432

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 11-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bfunctions.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
0.8547
Per class
Confusion matrix
F measure
0.7749
Per class
Kappa
0.7096
KB relative information score
745733.3189
Mean absolute error
0.0893
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7746
Per class
Predictive accuracy
0.7767
Prior entropy
2.3219
Recall
0.7767
Per class
Relative absolute error
0.2791
Root mean prior squared error
0.4
Root mean squared error
0.2989
Root relative squared error
0.7472