Run
1837989

Run 1837989

Task 125961 (Supervised Data Stream Classification) BNG(ionosphere) 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)_k6
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
0.9731
Per class
Confusion matrix
F measure
0.9322
Per class
Kappa
0.8518
KB relative information score
786842.6723
Mean absolute error
0.1127
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9327
Per class
Predictive accuracy
0.9327
Prior entropy
1
Recall
0.9327
Per class
Relative absolute error
0.2253
Root mean prior squared error
0.5
Root mean squared error
0.24
Root relative squared error
0.48