Run
543871

Run 543871

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 29-03-2016 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)_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
0.9691
Per class
Confusion matrix
F measure
0.9133
Per class
Kappa
0.8267
KB relative information score
802643.717
Mean absolute error
0.1013
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9137
Per class
Predictive accuracy
0.9133
Prior entropy
1
Recall
0.9133
Per class
Relative absolute error
0.2026
Root mean prior squared error
0.5
Root mean squared error
0.2479
Root relative squared error
0.4957