Run
544244

Run 544244

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 31-03-2016 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)_k1
moa.BlastDecayed(1)_ptrue

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
0.8759
Per class
Confusion matrix
F measure
0.8775
Per class
Kappa
0.7521
KB relative information score
755064
Mean absolute error
0.1225
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8775
Per class
Predictive accuracy
0.8775
Prior entropy
1
Recall
0.8775
Per class
Relative absolute error
0.2449
Root mean prior squared error
0.5
Root mean squared error
0.35
Root relative squared error
0.6999