Run
1834244

Run 1834244

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 22-10-2016 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)_k2
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
0.9041
Per class
Confusion matrix
F measure
0.8748
Per class
Kappa
0.7456
KB relative information score
746678
Mean absolute error
0.1267
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8775
Per class
Predictive accuracy
0.8757
Prior entropy
1
Recall
0.8757
Per class
Relative absolute error
0.2533
Root mean prior squared error
0.5
Root mean squared error
0.324
Root relative squared error
0.648