Run
1837856

Run 1837856

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 29-10-2016 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)_k4
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
0.8901
Per class
Confusion matrix
F measure
0.8496
Per class
Kappa
0.7005
KB relative information score
66205.259
Mean absolute error
0.1661
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8569
Per class
Predictive accuracy
0.8503
Prior entropy
1
Recall
0.8503
Per class
Relative absolute error
0.3323
Root mean prior squared error
0.5
Root mean squared error
0.3555
Root relative squared error
0.711