Run
543809

Run 543809

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 28-03-2016 by Jan van Rijn
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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,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k7
moa.BlastDecayed(1)_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
0.9315
Per class
Confusion matrix
F measure
0.8689
Per class
Kappa
0.741
KB relative information score
817526.3086
Mean absolute error
0.0813
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8721
Per class
Predictive accuracy
0.8719
Prior entropy
2.3219
Recall
0.8719
Per class
Relative absolute error
0.254
Root mean prior squared error
0.4
Root mean squared error
0.2011
Root relative squared error
0.5028