Run
1836694

Run 1836694

Task 2244 (Supervised Data Stream Classification) adult Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k2
moa.BlastDecayed(9)_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
0.8106
Per class
Confusion matrix
F measure
0.831
Per class
Kappa
0.5523
KB relative information score
32490
Mean absolute error
0.1674
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.84
Per class
Predictive accuracy
0.826
Prior entropy
1
Recall
0.826
Per class
Relative absolute error
0.3348
Root mean prior squared error
0.5
Root mean squared error
0.3711
Root relative squared error
0.7423