Run
1835818

Run 1835818

Task 2244 (Supervised Data Stream Classification) adult Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
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
0.7543
Per class
Confusion matrix
F measure
0.8303
Per class
Kappa
0.5263
KB relative information score
32564
Mean absolute error
0.1666
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8284
Per class
Predictive accuracy
0.8334
Prior entropy
1
Recall
0.8334
Per class
Relative absolute error
0.3333
Root mean prior squared error
0.5
Root mean squared error
0.4082
Root relative squared error
0.8164