Run
524607

Run 524607

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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.BLAST(2)Moa implementation of BLAST
moa.BLAST(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BLAST(2)_w1000

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
0.9142
Per class
Confusion matrix
F measure
0.5212
Per class
Kappa
0.5037
KB relative information score
564157.756
Mean absolute error
0.0435
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5231
Per class
Predictive accuracy
0.5228
Prior entropy
4.7004
Recall
0.5228
Per class
Relative absolute error
0.5887
Root mean prior squared error
0.1923
Root mean squared error
0.1559
Root relative squared error
0.8108