Run
543543

Run 543543

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 25-03-2016 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)_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
0.9364
Per class
Confusion matrix
F measure
0.8465
Per class
Kappa
0.8204
KB relative information score
837303.3966
Mean absolute error
0.0494
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8502
Per class
Predictive accuracy
0.8461
Prior entropy
2.8074
Recall
0.8461
Per class
Relative absolute error
0.2017
Root mean prior squared error
0.3499
Root mean squared error
0.1926
Root relative squared error
0.5505