Run
1837753

Run 1837753

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)_k3
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
0.9331
Per class
Confusion matrix
F measure
0.8912
Per class
Kappa
0.7824
KB relative information score
861948.033
Mean absolute error
0.0582
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8914
Per class
Predictive accuracy
0.8912
Prior entropy
2.3219
Recall
0.8912
Per class
Relative absolute error
0.1819
Root mean prior squared error
0.4
Root mean squared error
0.1921
Root relative squared error
0.4803