Run
524542

Run 524542

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 17-02-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9681
Per class
Confusion matrix
F measure
0.8285
Per class
Kappa
0.7789
KB relative information score
631899.9068
Mean absolute error
0.1594
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.834
Per class
Predictive accuracy
0.8303
Prior entropy
2.3219
Recall
0.8303
Per class
Relative absolute error
0.498
Root mean prior squared error
0.4
Root mean squared error
0.2409
Root relative squared error
0.6022