Run
543837

Run 543837

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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)_k6
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
0.8164
Per class
Confusion matrix
F measure
0.4943
Per class
Kappa
0.48
KB relative information score
527894.5299
Mean absolute error
0.0474
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5
Per class
Predictive accuracy
0.5001
Prior entropy
4.7004
Recall
0.5001
Per class
Relative absolute error
0.6405
Root mean prior squared error
0.1923
Root mean squared error
0.165
Root relative squared error
0.8581