Run
1837006

Run 1837006

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)_k7
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
0.8943
Per class
Confusion matrix
F measure
0.816
Per class
Kappa
0.6321
KB relative information score
781976.3983
Mean absolute error
0.0941
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8161
Per class
Predictive accuracy
0.816
Prior entropy
2.3219
Recall
0.816
Per class
Relative absolute error
0.2941
Root mean prior squared error
0.4
Root mean squared error
0.2274
Root relative squared error
0.5686