Run
535814

Run 535814

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 09-03-2016 by Joaquin Vanschoren
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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,trees.HoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k5
moa.BlastDecayed(1)_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
0.9164
Per class
Confusion matrix
F measure
0.8686
Per class
Kappa
0.7403
KB relative information score
797092.3441
Mean absolute error
0.0899
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.869
Per class
Predictive accuracy
0.8715
Prior entropy
2.3219
Recall
0.8715
Per class
Relative absolute error
0.281
Root mean prior squared error
0.4
Root mean squared error
0.2134
Root relative squared error
0.5335