Run
1836467

Run 1836467

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 27-10-2016 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)_g1000
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.8525
Per class
Confusion matrix
F measure
0.7342
Per class
Kappa
0.7051
KB relative information score
722426.6808
Mean absolute error
0.0531
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.734
Per class
Predictive accuracy
0.7346
Prior entropy
3.3219
Recall
0.7346
Per class
Relative absolute error
0.2949
Root mean prior squared error
0.3
Root mean squared error
0.2304
Root relative squared error
0.768