Run
543494

Run 543494

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 25-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k2
moa.BlastDecayed(1)_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
0.9849
Per class
Confusion matrix
F measure
0.9545
Per class
Kappa
0.868
KB relative information score
847494
Mean absolute error
0.0763
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9615
Per class
Predictive accuracy
0.9528
Prior entropy
1
Recall
0.9528
Per class
Relative absolute error
0.1525
Root mean prior squared error
0.5
Root mean squared error
0.1953
Root relative squared error
0.3906