Run
1836708

Run 1836708

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 27-10-2016 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)_k2
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
0.9198
Per class
Confusion matrix
F measure
0.9588
Per class
Kappa
0.8725
KB relative information score
871027
Mean absolute error
0.0645
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9597
Per class
Predictive accuracy
0.9598
Prior entropy
1
Recall
0.9598
Per class
Relative absolute error
0.129
Root mean prior squared error
0.5
Root mean squared error
0.2208
Root relative squared error
0.4415