Run
1833133

Run 1833133

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 18-10-2016 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,trees.HoeffdingTree
moa.BlastDecayed(9)_g100
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
0.8761
Per class
Confusion matrix
F measure
0.8777
Per class
Kappa
0.7525
KB relative information score
755538
Mean absolute error
0.1222
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8777
Per class
Predictive accuracy
0.8778
Prior entropy
1
Recall
0.8778
Per class
Relative absolute error
0.2445
Root mean prior squared error
0.5
Root mean squared error
0.3496
Root relative squared error
0.6992