Run
571476

Run 571476

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 04-05-2016 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)_g10
moa.BlastDecayed(1)_k1
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
0.7742
Per class
Confusion matrix
F measure
0.6494
Per class
Kappa
0.5487
KB relative information score
591184.8672
Mean absolute error
0.1693
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6469
Per class
Predictive accuracy
0.6614
Prior entropy
2
Recall
0.6614
Per class
Relative absolute error
0.4514
Root mean prior squared error
0.433
Root mean squared error
0.4114
Root relative squared error
0.9502