Run
543125

Run 543125

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 24-03-2016 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)_k2
moa.BlastDecayed(1)_pfalse

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
0.9308
Per class
Confusion matrix
F measure
0.8426
Per class
Kappa
0.8164
KB relative information score
841937.2178
Mean absolute error
0.0466
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8457
Per class
Predictive accuracy
0.8426
Prior entropy
2.8074
Recall
0.8426
Per class
Relative absolute error
0.1902
Root mean prior squared error
0.3499
Root mean squared error
0.1952
Root relative squared error
0.5578