Run
1836815

Run 1836815

Task 2244 (Supervised Data Stream Classification) adult Uploaded 28-10-2016 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)_k4
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
0.8496
Per class
Confusion matrix
F measure
0.8421
Per class
Kappa
0.5682
KB relative information score
32006.7477
Mean absolute error
0.1754
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8429
Per class
Predictive accuracy
0.8413
Prior entropy
1
Recall
0.8413
Per class
Relative absolute error
0.3508
Root mean prior squared error
0.5
Root mean squared error
0.3429
Root relative squared error
0.6859