Run
1837736

Run 1837736

Task 7316 (Supervised Data Stream Classification) vehicleNorm 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)_k2
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
0.8634
Per class
Confusion matrix
F measure
0.8446
Per class
Kappa
0.6903
KB relative information score
67822.3514
Mean absolute error
0.1558
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8504
Per class
Predictive accuracy
0.8451
Prior entropy
1
Recall
0.8451
Per class
Relative absolute error
0.3116
Root mean prior squared error
0.5
Root mean squared error
0.3769
Root relative squared error
0.7539