Run
1837915

Run 1837915

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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)_k5
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
0.9219
Per class
Confusion matrix
F measure
0.8541
Per class
Kappa
0.5205
KB relative information score
732945.6248
Mean absolute error
0.1367
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8811
Per class
Predictive accuracy
0.8736
Prior entropy
1
Recall
0.8736
Per class
Relative absolute error
0.2734
Root mean prior squared error
0.5
Root mean squared error
0.2879
Root relative squared error
0.5758