Run
1836907

Run 1836907

Task 125958 (Supervised Data Stream Classification) BNG(spambase) Uploaded 28-10-2016 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(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k5
moa.BlastDecayed(9)_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
0.5922
Per class
Confusion matrix
F measure
0.5929
Per class
Kappa
0.1885
KB relative information score
315900.1334
Mean absolute error
0.3435
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7202
Per class
Predictive accuracy
0.6649
Prior entropy
1
Recall
0.6649
Per class
Relative absolute error
0.6871
Root mean prior squared error
0.5
Root mean squared error
0.5652
Root relative squared error
1.1304