Run
1835813

Run 1835813

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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)_a0.99
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
0.8739
Per class
Confusion matrix
F measure
0.8729
Per class
Kappa
0.7485
KB relative information score
857294.5247
Mean absolute error
0.0501
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8719
Per class
Predictive accuracy
0.8747
Prior entropy
2.3219
Recall
0.8747
Per class
Relative absolute error
0.1567
Root mean prior squared error
0.4
Root mean squared error
0.2239
Root relative squared error
0.5598