Run
1837964

Run 1837964

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 29-10-2016 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)_k6
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
0.8336
Per class
Confusion matrix
F measure
0.6173
Per class
Kappa
0.5156
KB relative information score
474929.9519
Mean absolute error
0.2362
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6204
Per class
Predictive accuracy
0.6365
Prior entropy
2
Recall
0.6365
Per class
Relative absolute error
0.63
Root mean prior squared error
0.433
Root mean squared error
0.3586
Root relative squared error
0.8281