Run
1837721

Run 1837721

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 28-10-2016 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)_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
0.8106
Per class
Confusion matrix
F measure
0.6459
Per class
Kappa
0.5473
KB relative information score
571397.8002
Mean absolute error
0.19
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6448
Per class
Predictive accuracy
0.6605
Prior entropy
2
Recall
0.6605
Per class
Relative absolute error
0.5067
Root mean prior squared error
0.433
Root mean squared error
0.3801
Root relative squared error
0.8778