Run
1836936

Run 1836936

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 28-10-2016 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)_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
0.9309
Per class
Confusion matrix
F measure
0.8738
Per class
Kappa
0.7436
KB relative information score
679993.8239
Mean absolute error
0.1679
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8762
Per class
Predictive accuracy
0.8746
Prior entropy
1
Recall
0.8746
Per class
Relative absolute error
0.3358
Root mean prior squared error
0.5
Root mean squared error
0.3082
Root relative squared error
0.6165