Run
1838032

Run 1838032

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)_k7
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
0.9068
Per class
Confusion matrix
F measure
0.8492
Per class
Kappa
0.5042
KB relative information score
690412.7303
Mean absolute error
0.1602
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8758
Per class
Predictive accuracy
0.8697
Prior entropy
1
Recall
0.8697
Per class
Relative absolute error
0.3205
Root mean prior squared error
0.5
Root mean squared error
0.3065
Root relative squared error
0.613