Run
1836672

Run 1836672

Task 192 (Supervised Data Stream Classification) LED(50000) 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)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k2
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
0.8741
Per class
Confusion matrix
F measure
0.7203
Per class
Kappa
0.6919
KB relative information score
734398.5158
Mean absolute error
0.0555
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7217
Per class
Predictive accuracy
0.7228
Prior entropy
3.3219
Recall
0.7228
Per class
Relative absolute error
0.3086
Root mean prior squared error
0.3
Root mean squared error
0.2197
Root relative squared error
0.7324