Run
1837999

Run 1837999

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
moa.BlastDecayed(9)_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
0.9449
Per class
Confusion matrix
F measure
0.9127
Per class
Kappa
0.8254
KB relative information score
864987.3494
Mean absolute error
0.0607
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9127
Per class
Predictive accuracy
0.9127
Prior entropy
2.3219
Recall
0.9127
Per class
Relative absolute error
0.1896
Root mean prior squared error
0.4
Root mean squared error
0.1761
Root relative squared error
0.4401