Run
544159

Run 544159

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 30-03-2016 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)_k3
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
0.7528
Per class
Confusion matrix
F measure
0.7671
Per class
Kappa
0.427
KB relative information score
532666.5221
Mean absolute error
0.2356
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7695
Per class
Predictive accuracy
0.7797
Prior entropy
1
Recall
0.7797
Per class
Relative absolute error
0.4712
Root mean prior squared error
0.5
Root mean squared error
0.4303
Root relative squared error
0.8605