Run
570987

Run 570987

Task 2244 (Supervised Data Stream Classification) adult Uploaded 03-05-2016 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)_g1000
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_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
0.7574
Per class
Confusion matrix
F measure
0.838
Per class
Kappa
0.5436
KB relative information score
33476
Mean absolute error
0.1573
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8362
Per class
Predictive accuracy
0.8427
Prior entropy
1
Recall
0.8427
Per class
Relative absolute error
0.3146
Root mean prior squared error
0.5
Root mean squared error
0.3966
Root relative squared error
0.7932