Run
1836831

Run 1836831

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 28-10-2016 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)_k4
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
0.9119
Per class
Confusion matrix
F measure
0.8939
Per class
Kappa
0.6705
KB relative information score
753464.9833
Mean absolute error
0.1252
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8932
Per class
Predictive accuracy
0.8969
Prior entropy
1
Recall
0.8969
Per class
Relative absolute error
0.2505
Root mean prior squared error
0.5
Root mean squared error
0.2779
Root relative squared error
0.5558