Run
1835747

Run 1835747

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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)_a0.9
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
0.9118
Per class
Confusion matrix
F measure
0.9248
Per class
Kappa
0.8343
KB relative information score
850580
Mean absolute error
0.0747
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9251
Per class
Predictive accuracy
0.9253
Prior entropy
1
Recall
0.9253
Per class
Relative absolute error
0.1494
Root mean prior squared error
0.5
Root mean squared error
0.2733
Root relative squared error
0.5467