Run
543529

Run 543529

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 25-03-2016 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(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k4
moa.BlastDecayed(1)_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
0.8248
Per class
Confusion matrix
F measure
0.6064
Per class
Kappa
0.4936
KB relative information score
504977.8908
Mean absolute error
0.216
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.607
Per class
Predictive accuracy
0.6199
Prior entropy
2
Recall
0.6199
Per class
Relative absolute error
0.576
Root mean prior squared error
0.433
Root mean squared error
0.3693
Root relative squared error
0.8528