Run
1837839

Run 1837839

Task 2244 (Supervised Data Stream Classification) adult 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)_k4
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
0.8502
Per class
Confusion matrix
F measure
0.8409
Per class
Kappa
0.5537
KB relative information score
32024.3891
Mean absolute error
0.1752
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8391
Per class
Predictive accuracy
0.8447
Prior entropy
1
Recall
0.8447
Per class
Relative absolute error
0.3505
Root mean prior squared error
0.5
Root mean squared error
0.343
Root relative squared error
0.686