Run
1838026

Run 1838026

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)_k7
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
0.8332
Per class
Confusion matrix
F measure
0.6233
Per class
Kappa
0.5209
KB relative information score
454300.9341
Mean absolute error
0.2469
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6262
Per class
Predictive accuracy
0.6406
Prior entropy
2
Recall
0.6406
Per class
Relative absolute error
0.6583
Root mean prior squared error
0.433
Root mean squared error
0.3582
Root relative squared error
0.8272