Run
502746

Run 502746

Task 2244 (Supervised Data Stream Classification) adult Uploaded 22-12-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.WeightedEnsemble(1)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(1)_b,bayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(1)_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
0.5
Per class
Confusion matrix
F measure
0.0924
Per class
KB relative information score
-25468
Mean absolute error
0.7607
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.0573
Per class
Predictive accuracy
0.2393
Prior entropy
1
Recall
0.2393
Per class
Relative absolute error
1.5214
Root mean prior squared error
0.5
Root mean squared error
0.8722
Root relative squared error
1.7444