Run
570737

Run 570737

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 03-05-2016 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)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9415
Per class
Confusion matrix
F measure
0.9455
Per class
Kappa
0.8816
KB relative information score
890860
Mean absolute error
0.0546
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9455
Per class
Predictive accuracy
0.9454
Prior entropy
1
Recall
0.9454
Per class
Relative absolute error
0.1091
Root mean prior squared error
0.5
Root mean squared error
0.2336
Root relative squared error
0.4672