Run
1837775

Run 1837775

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)_k3
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
0.9121
Per class
Confusion matrix
F measure
0.8766
Per class
Kappa
0.7559
KB relative information score
861763.7499
Mean absolute error
0.0539
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8758
Per class
Predictive accuracy
0.8785
Prior entropy
2.3219
Recall
0.8785
Per class
Relative absolute error
0.1685
Root mean prior squared error
0.4
Root mean squared error
0.2032
Root relative squared error
0.508