Run
543720

Run 543720

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 26-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
moa.BlastDecayed(1)_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
0.9667
Per class
Confusion matrix
F measure
0.9232
Per class
Kappa
0.8229
KB relative information score
791488.6606
Mean absolute error
0.1083
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9263
Per class
Predictive accuracy
0.9248
Prior entropy
1
Recall
0.9248
Per class
Relative absolute error
0.2166
Root mean prior squared error
0.5
Root mean squared error
0.2424
Root relative squared error
0.4847