Run
1837977

Run 1837977

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)_k6
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
0.9213
Per class
Confusion matrix
F measure
0.8595
Per class
Kappa
0.5375
KB relative information score
709733.6674
Mean absolute error
0.1478
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8916
Per class
Predictive accuracy
0.8789
Prior entropy
1
Recall
0.8789
Per class
Relative absolute error
0.2957
Root mean prior squared error
0.5
Root mean squared error
0.3038
Root relative squared error
0.6076