Run
1836847

Run 1836847

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 28-10-2016 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)_k5
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
0.9136
Per class
Confusion matrix
F measure
0.8446
Per class
Kappa
0.6892
KB relative information score
818407.3023
Mean absolute error
0.0765
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8446
Per class
Predictive accuracy
0.8446
Prior entropy
2.3219
Recall
0.8446
Per class
Relative absolute error
0.2391
Root mean prior squared error
0.4
Root mean squared error
0.2119
Root relative squared error
0.5298