Run
1838000

Run 1838000

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)_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
0.908
Per class
Confusion matrix
F measure
0.8171
Per class
Kappa
0.6342
KB relative information score
795600.1188
Mean absolute error
0.0891
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8171
Per class
Predictive accuracy
0.8171
Prior entropy
2.3219
Recall
0.8171
Per class
Relative absolute error
0.2784
Root mean prior squared error
0.4
Root mean squared error
0.2192
Root relative squared error
0.5481