Run
543418

Run 543418

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 24-03-2016 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)_k2
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
0.735
Per class
Confusion matrix
F measure
0.7524
Per class
Kappa
0.3862
KB relative information score
542319
Mean absolute error
0.2288
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.767
Per class
Predictive accuracy
0.7749
Prior entropy
1
Recall
0.7749
Per class
Relative absolute error
0.4577
Root mean prior squared error
0.5
Root mean squared error
0.4429
Root relative squared error
0.8858