Run
543762

Run 543762

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)_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
0.9517
Per class
Confusion matrix
F measure
0.855
Per class
Kappa
0.8298
KB relative information score
799244.967
Mean absolute error
0.068
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8592
Per class
Predictive accuracy
0.8541
Prior entropy
2.8074
Recall
0.8541
Per class
Relative absolute error
0.2776
Root mean prior squared error
0.3499
Root mean squared error
0.1859
Root relative squared error
0.5314