Run
544148

Run 544148

Task 178 (Supervised Data Stream Classification) BNG(trains) 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)_k2
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
0.966
Per class
Confusion matrix
F measure
0.9396
Per class
Kappa
0.8791
KB relative information score
862736.6727
Mean absolute error
0.0687
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9396
Per class
Predictive accuracy
0.9396
Prior entropy
1
Recall
0.9396
Per class
Relative absolute error
0.1373
Root mean prior squared error
0.5
Root mean squared error
0.2213
Root relative squared error
0.4426