Run
1838021

Run 1838021

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 29-10-2016 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,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
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
0.9315
Per class
Confusion matrix
F measure
0.869
Per class
Kappa
0.7411
KB relative information score
817536.9023
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