Run
543552

Run 543552

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 25-03-2016 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)_k4
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
0.8908
Per class
Confusion matrix
F measure
0.8435
Per class
Kappa
0.6908
KB relative information score
66400.1072
Mean absolute error
0.1651
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8628
Per class
Predictive accuracy
0.8454
Prior entropy
1
Recall
0.8454
Per class
Relative absolute error
0.3303
Root mean prior squared error
0.5
Root mean squared error
0.3534
Root relative squared error
0.7069