Run
543810

Run 543810

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 28-03-2016 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)_k7
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
0.8968
Per class
Confusion matrix
F measure
0.8406
Per class
Kappa
0.6851
KB relative information score
61413.2756
Mean absolute error
0.1955
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8599
Per class
Predictive accuracy
0.8425
Prior entropy
1
Recall
0.8425
Per class
Relative absolute error
0.3911
Root mean prior squared error
0.5
Root mean squared error
0.3585
Root relative squared error
0.7169