Run
543666

Run 543666

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 26-03-2016 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)_k6
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
0.9557
Per class
Confusion matrix
F measure
0.875
Per class
Kappa
0.8139
KB relative information score
752037.2873
Mean absolute error
0.1322
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8764
Per class
Predictive accuracy
0.8759
Prior entropy
1.585
Recall
0.8759
Per class
Relative absolute error
0.2975
Root mean prior squared error
0.4714
Root mean squared error
0.2611
Root relative squared error
0.5538