Run
1837855

Run 1837855

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)_k4
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
0.9244
Per class
Confusion matrix
F measure
0.9173
Per class
Kappa
0.7352
KB relative information score
764213.7915
Mean absolute error
0.1208
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9277
Per class
Predictive accuracy
0.9234
Prior entropy
1
Recall
0.9234
Per class
Relative absolute error
0.2416
Root mean prior squared error
0.5
Root mean squared error
0.2706
Root relative squared error
0.5412