Run
1834119

Run 1834119

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 22-10-2016 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)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.872
Per class
Confusion matrix
F measure
0.8738
Per class
Kappa
0.7444
KB relative information score
747598
Mean absolute error
0.1262
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8737
Per class
Predictive accuracy
0.8738
Prior entropy
1
Recall
0.8738
Per class
Relative absolute error
0.2524
Root mean prior squared error
0.5
Root mean squared error
0.3552
Root relative squared error
0.7105