Run
1836670

Run 1836670

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 27-10-2016 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)_k2
moa.BlastDecayed(9)_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
0.926
Per class
Confusion matrix
F measure
0.8675
Per class
Kappa
0.7366
KB relative information score
879449.8182
Mean absolute error
0.0483
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8771
Per class
Predictive accuracy
0.8683
Prior entropy
2.3219
Recall
0.8683
Per class
Relative absolute error
0.151
Root mean prior squared error
0.4
Root mean squared error
0.1899
Root relative squared error
0.4747