Run
1835814

Run 1835814

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 27-10-2016 by Jan van Rijn
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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
0.8712
Per class
Confusion matrix
F measure
0.8737
Per class
Kappa
0.744
KB relative information score
747736
Mean absolute error
0.1261
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8737
Per class
Predictive accuracy
0.8739
Prior entropy
1
Recall
0.8739
Per class
Relative absolute error
0.2523
Root mean prior squared error
0.5
Root mean squared error
0.3552
Root relative squared error
0.7103