Run
543791

Run 543791

Task 2244 (Supervised Data Stream Classification) adult Uploaded 28-03-2016 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)_k7
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
0.8508
Per class
Confusion matrix
F measure
0.8364
Per class
Kappa
0.5347
KB relative information score
27130.9235
Mean absolute error
0.2372
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8356
Per class
Predictive accuracy
0.8435
Prior entropy
1
Recall
0.8435
Per class
Relative absolute error
0.4745
Root mean prior squared error
0.5
Root mean squared error
0.3419
Root relative squared error
0.6839