Run
1837957

Run 1837957

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)_k6
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
0.9316
Per class
Confusion matrix
F measure
0.8762
Per class
Kappa
0.7557
KB relative information score
836196.2969
Mean absolute error
0.07
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8761
Per class
Predictive accuracy
0.8785
Prior entropy
2.3219
Recall
0.8785
Per class
Relative absolute error
0.2189
Root mean prior squared error
0.4
Root mean squared error
0.1976
Root relative squared error
0.4939