Run
528405

Run 528405

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 02-03-2016 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.StackingAttemptV2_NaiveBayes(1)Moa implementation of StackingAttemptV2
moa.StackingAttemptV2_NaiveBayes(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_NaiveBayes(1)_mmoa.classifiers.bayes.NaiveBayes
moa.StackingAttemptV2_NaiveBayes(1)_cfalse
moa.StackingAttemptV2_NaiveBayes(1)_hfalse

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
0.581
Per class
Confusion matrix
F measure
0.5882
Per class
Kappa
0.1813
KB relative information score
325095.8013
Mean absolute error
0.3375
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7196
Per class
Predictive accuracy
0.6626
Prior entropy
1
Recall
0.6626
Per class
Relative absolute error
0.6749
Root mean prior squared error
0.5
Root mean squared error
0.5806
Root relative squared error
1.1611