Run
1834631

Run 1834631

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)_k3
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
0.9145
Per class
Confusion matrix
F measure
0.8782
Per class
Kappa
0.753
KB relative information score
731772.7868
Mean absolute error
0.1359
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
0.2718
Root mean prior squared error
0.5
Root mean squared error
0.3183
Root relative squared error
0.6366