Run
1835762

Run 1835762

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.7453
Per class
Confusion matrix
F measure
0.6053
Per class
Kappa
0.4909
KB relative information score
538766.4782
Mean absolute error
0.191
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.603
Per class
Predictive accuracy
0.618
Prior entropy
2
Recall
0.618
Per class
Relative absolute error
0.5093
Root mean prior squared error
0.433
Root mean squared error
0.437
Root relative squared error
1.0092