Run
1835771

Run 1835771

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 27-10-2016 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)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.8537
Per class
Confusion matrix
F measure
0.9306
Per class
Kappa
0.7805
KB relative information score
868664
Mean absolute error
0.0657
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9359
Per class
Predictive accuracy
0.9343
Prior entropy
1
Recall
0.9343
Per class
Relative absolute error
0.1313
Root mean prior squared error
0.5
Root mean squared error
0.2563
Root relative squared error
0.5125