Run
1834691

Run 1834691

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)_k4
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
0.9226
Per class
Confusion matrix
F measure
0.8782
Per class
Kappa
0.7531
KB relative information score
700918.7071
Mean absolute error
0.1545
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8783
Per class
Predictive accuracy
0.8784
Prior entropy
1
Recall
0.8784
Per class
Relative absolute error
0.3091
Root mean prior squared error
0.5
Root mean squared error
0.3154
Root relative squared error
0.6308