Run
1834753

Run 1834753

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 24-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k5
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
0.9225
Per class
Confusion matrix
F measure
0.8709
Per class
Kappa
0.7377
KB relative information score
634380.4339
Mean absolute error
0.1955
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8734
Per class
Predictive accuracy
0.8718
Prior entropy
1
Recall
0.8718
Per class
Relative absolute error
0.391
Root mean prior squared error
0.5
Root mean squared error
0.3201
Root relative squared error
0.6401