Run
1837796

Run 1837796

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 29-10-2016 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)_k3
moa.BlastDecayed(9)_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
0.8827
Per class
Confusion matrix
F measure
0.8496
Per class
Kappa
0.7006
KB relative information score
66976.3494
Mean absolute error
0.1616
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.857
Per class
Predictive accuracy
0.8503
Prior entropy
1
Recall
0.8503
Per class
Relative absolute error
0.3232
Root mean prior squared error
0.5
Root mean squared error
0.3607
Root relative squared error
0.7214