Run
524555

Run 524555

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 17-02-2016 by Jan van Rijn
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Flow

moa.WeightedEnsemble(2)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(2)_a0.99

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
0.9434
Per class
Confusion matrix
F measure
0.7959
Per class
Kappa
0.736
KB relative information score
389345.337
Mean absolute error
0.2447
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.807
Per class
Predictive accuracy
0.7977
Prior entropy
2.3219
Recall
0.7977
Per class
Relative absolute error
0.7648
Root mean prior squared error
0.4
Root mean squared error
0.3193
Root relative squared error
0.7983