Run
1835788

Run 1835788

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 27-10-2016 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,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
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
0.9448
Per class
Confusion matrix
F measure
0.9002
Per class
Kappa
0.8906
KB relative information score
898121.9985
Mean absolute error
0.0105
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9061
Per class
Predictive accuracy
0.9
Prior entropy
4.2479
Recall
0.9
Per class
Relative absolute error
0.1056
Root mean prior squared error
0.2233
Root mean squared error
0.1026
Root relative squared error
0.4596