Run
570754

Run 570754

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
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
0.5355
Per class
Confusion matrix
F measure
0.8643
Per class
Kappa
0.1183
KB relative information score
262502.0702
Mean absolute error
0.039
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8634
Per class
Predictive accuracy
0.9026
Prior entropy
2.3219
Recall
0.9026
Per class
Relative absolute error
0.1217
Root mean prior squared error
0.4
Root mean squared error
0.1974
Root relative squared error
0.4935