Run
524468

Run 524468

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.9363
Per class
Confusion matrix
F measure
0.7372
Per class
Kappa
0.7082
KB relative information score
711671.6097
Mean absolute error
0.0682
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7373
Per class
Predictive accuracy
0.7374
Prior entropy
3.3219
Recall
0.7374
Per class
Relative absolute error
0.3787
Root mean prior squared error
0.3
Root mean squared error
0.2026
Root relative squared error
0.6753