Run
543600

Run 543600

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 25-03-2016 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)_k5
moa.BlastDecayed(1)_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
0.9278
Per class
Confusion matrix
F measure
0.879
Per class
Kappa
0.7547
KB relative information score
702617.5166
Mean absolute error
0.1541
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8791
Per class
Predictive accuracy
0.8792
Prior entropy
1
Recall
0.8792
Per class
Relative absolute error
0.3083
Root mean prior squared error
0.5
Root mean squared error
0.309
Root relative squared error
0.618