Run
543381

Run 543381

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 24-03-2016 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)_k2
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
0.8636
Per class
Confusion matrix
F measure
0.8413
Per class
Kappa
0.6851
KB relative information score
67751
Mean absolute error
0.1562
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8543
Per class
Predictive accuracy
0.8426
Prior entropy
1
Recall
0.8426
Per class
Relative absolute error
0.3124
Root mean prior squared error
0.5
Root mean squared error
0.3767
Root relative squared error
0.7535