Run
1837872

Run 1837872

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 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)_k5
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
0.924
Per class
Confusion matrix
F measure
0.8446
Per class
Kappa
0.6892
KB relative information score
826536.3314
Mean absolute error
0.074
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
0.2312
Root mean prior squared error
0.4
Root mean squared error
0.2068
Root relative squared error
0.5171