Run
544051

Run 544051

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 29-03-2016 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)_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
0.9667
Per class
Confusion matrix
F measure
0.9353
Per class
Kappa
0.8394
KB relative information score
910703.6862
Mean absolute error
0.0351
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9364
Per class
Predictive accuracy
0.9391
Prior entropy
2.585
Recall
0.9391
Per class
Relative absolute error
0.1263
Root mean prior squared error
0.3727
Root mean squared error
0.1352
Root relative squared error
0.3628