Run
570721

Run 570721

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.8297
Per class
Confusion matrix
F measure
0.8287
Per class
Kappa
0.6595
KB relative information score
64976
Mean absolute error
0.1703
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8377
Per class
Predictive accuracy
0.8297
Prior entropy
1
Recall
0.8297
Per class
Relative absolute error
0.3405
Root mean prior squared error
0.5
Root mean squared error
0.4126
Root relative squared error
0.8253