Run
543241

Run 543241

Task 2244 (Supervised Data Stream Classification) adult Uploaded 24-03-2016 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)_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
0.8108
Per class
Confusion matrix
F measure
0.8317
Per class
Kappa
0.5537
KB relative information score
32544
Mean absolute error
0.1668
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8404
Per class
Predictive accuracy
0.8268
Prior entropy
1
Recall
0.8268
Per class
Relative absolute error
0.3337
Root mean prior squared error
0.5
Root mean squared error
0.3706
Root relative squared error
0.7412