Run
543841

Run 543841

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 29-03-2016 by Jan van Rijn
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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)_k6
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
0.9338
Per class
Confusion matrix
F measure
0.8804
Per class
Kappa
0.7576
KB relative information score
684302.8725
Mean absolute error
0.1656
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8805
Per class
Predictive accuracy
0.8806
Prior entropy
1
Recall
0.8806
Per class
Relative absolute error
0.3313
Root mean prior squared error
0.5
Root mean squared error
0.3068
Root relative squared error
0.6137