Run
1836909

Run 1836909

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.9694
Per class
Confusion matrix
F measure
0.9121
Per class
Kappa
0.8244
KB relative information score
790409.6224
Mean absolute error
0.1091
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9143
Per class
Predictive accuracy
0.9122
Prior entropy
1
Recall
0.9122
Per class
Relative absolute error
0.2182
Root mean prior squared error
0.5
Root mean squared error
0.2473
Root relative squared error
0.4946