Run
1835752

Run 1835752

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.8536
Per class
Confusion matrix
F measure
0.853
Per class
Kappa
0.7087
KB relative information score
834901.8951
Mean absolute error
0.058
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.852
Per class
Predictive accuracy
0.855
Prior entropy
2.3219
Recall
0.855
Per class
Relative absolute error
0.1812
Root mean prior squared error
0.4
Root mean squared error
0.2408
Root relative squared error
0.6021