Run
570822

Run 570822

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)_a0.9999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
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
0.7564
Per class
Confusion matrix
F measure
0.8382
Per class
Kappa
0.5436
KB relative information score
33530
Mean absolute error
0.1568
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8365
Per class
Predictive accuracy
0.8433
Prior entropy
1
Recall
0.8433
Per class
Relative absolute error
0.3135
Root mean prior squared error
0.5
Root mean squared error
0.3959
Root relative squared error
0.7918