Run
1836765

Run 1836765

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)_k3
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
0.9241
Per class
Confusion matrix
F measure
0.9172
Per class
Kappa
0.7349
KB relative information score
801250.7446
Mean absolute error
0.1025
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9271
Per class
Predictive accuracy
0.9232
Prior entropy
1
Recall
0.9232
Per class
Relative absolute error
0.2051
Root mean prior squared error
0.5
Root mean squared error
0.25
Root relative squared error
0.5