Run
1836978

Run 1836978

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)_k6
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
0.9083
Per class
Confusion matrix
F measure
0.8546
Per class
Kappa
0.5226
KB relative information score
699063.2102
Mean absolute error
0.1528
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8793
Per class
Predictive accuracy
0.8734
Prior entropy
1
Recall
0.8734
Per class
Relative absolute error
0.3055
Root mean prior squared error
0.5
Root mean squared error
0.3117
Root relative squared error
0.6233