Run
543816

Run 543816

Task 170 (Supervised Data Stream Classification) BNG(segment) 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
0.9516
Per class
Confusion matrix
F measure
0.8556
Per class
Kappa
0.8303
KB relative information score
814880.6665
Mean absolute error
0.061
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8598
Per class
Predictive accuracy
0.8546
Prior entropy
2.8074
Recall
0.8546
Per class
Relative absolute error
0.249
Root mean prior squared error
0.3499
Root mean squared error
0.1859
Root relative squared error
0.5312