Run
1837714

Run 1837714

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 28-10-2016 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)_k2
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
0.8968
Per class
Confusion matrix
F measure
0.878
Per class
Kappa
0.7586
KB relative information score
864808.0666
Mean absolute error
0.0504
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.877
Per class
Predictive accuracy
0.8797
Prior entropy
2.3219
Recall
0.8797
Per class
Relative absolute error
0.1576
Root mean prior squared error
0.4
Root mean squared error
0.2104
Root relative squared error
0.5261