Run
1837945

Run 1837945

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.9039
Per class
Confusion matrix
F measure
0.7207
Per class
Kappa
0.6909
KB relative information score
685396.1193
Mean absolute error
0.0781
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7205
Per class
Predictive accuracy
0.7218
Prior entropy
3.3219
Recall
0.7218
Per class
Relative absolute error
0.4341
Root mean prior squared error
0.3
Root mean squared error
0.2109
Root relative squared error
0.7031