Run
543491

Run 543491

Task 170 (Supervised Data Stream Classification) BNG(segment) 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
0.9425
Per class
Confusion matrix
F measure
0.8512
Per class
Kappa
0.8258
KB relative information score
835708.1338
Mean absolute error
0.0511
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8541
Per class
Predictive accuracy
0.8507
Prior entropy
2.8074
Recall
0.8507
Per class
Relative absolute error
0.2086
Root mean prior squared error
0.3499
Root mean squared error
0.1885
Root relative squared error
0.5387