Run
543620

Run 543620

Task 7317 (Supervised Data Stream Classification) AirlinesCodrnaAdult Uploaded 26-03-2016 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.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k5
moa.BlastDecayed(1)_pfalse

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
0.8334
Per class
Confusion matrix
F measure
0.7787
Per class
Kappa
0.5535
KB relative information score
509561.2612
Mean absolute error
0.2709
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.7814
Per class
Predictive accuracy
0.778
Prior entropy
1
Recall
0.778
Per class
Relative absolute error
0.5418
Root mean prior squared error
0.5
Root mean squared error
0.4113
Root relative squared error
0.8225