Run
544004

Run 544004

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 29-03-2016 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)_k5
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
0.8934
Per class
Confusion matrix
F measure
0.8437
Per class
Kappa
0.6903
KB relative information score
65383.4095
Mean absolute error
0.1709
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8583
Per class
Predictive accuracy
0.8452
Prior entropy
1
Recall
0.8452
Per class
Relative absolute error
0.3418
Root mean prior squared error
0.5
Root mean squared error
0.3554
Root relative squared error
0.7107