Run
529620

Run 529620

Task 2244 (Supervised Data Stream Classification) adult Uploaded 03-03-2016 by Joaquin Vanschoren
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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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,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
0.759
Per class
Confusion matrix
F measure
0.8388
Per class
Kappa
0.5464
KB relative information score
33550
Mean absolute error
0.1565
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8371
Per class
Predictive accuracy
0.8435
Prior entropy
1
Recall
0.8435
Per class
Relative absolute error
0.3131
Root mean prior squared error
0.5
Root mean squared error
0.3957
Root relative squared error
0.7913