Run
544105

Run 544105

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 30-03-2016 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)_k3
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
0.8834
Per class
Confusion matrix
F measure
0.8839
Per class
Kappa
0.7532
KB relative information score
754308.7221
Mean absolute error
0.124
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8853
Per class
Predictive accuracy
0.8851
Prior entropy
1
Recall
0.8851
Per class
Relative absolute error
0.2479
Root mean prior squared error
0.5
Root mean squared error
0.3311
Root relative squared error
0.6621