Run
544181

Run 544181

Task 2244 (Supervised Data Stream Classification) adult Uploaded 30-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k2
moa.BlastDecayed(1)_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
0.8122
Per class
Confusion matrix
F measure
0.8382
Per class
Kappa
0.5443
KB relative information score
32559.9484
Mean absolute error
0.1667
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8364
Per class
Predictive accuracy
0.8429
Prior entropy
1
Recall
0.8429
Per class
Relative absolute error
0.3335
Root mean prior squared error
0.5
Root mean squared error
0.3704
Root relative squared error
0.7409