Run
543842

Run 543842

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 29-03-2016 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
0.9673
Per class
Confusion matrix
F measure
0.9288
Per class
Kappa
0.8422
KB relative information score
787278.9025
Mean absolute error
0.1157
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9321
Per class
Predictive accuracy
0.93
Prior entropy
1
Recall
0.93
Per class
Relative absolute error
0.2314
Root mean prior squared error
0.5
Root mean squared error
0.237
Root relative squared error
0.4739