Run
1834626

Run 1834626

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 23-10-2016 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)_g1
moa.BlastDecayed(9)_k3
moa.BlastDecayed(9)_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
0.9147
Per class
Confusion matrix
F measure
0.8722
Per class
Kappa
0.7408
KB relative information score
717336.449
Mean absolute error
0.1434
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.873
Per class
Predictive accuracy
0.8727
Prior entropy
1
Recall
0.8727
Per class
Relative absolute error
0.2868
Root mean prior squared error
0.5
Root mean squared error
0.3214
Root relative squared error
0.6427