Run
1838002

Run 1838002

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.9738
Per class
Confusion matrix
F measure
0.9162
Per class
Kappa
0.8324
KB relative information score
776363.447
Mean absolute error
0.1185
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9164
Per class
Predictive accuracy
0.9162
Prior entropy
1
Recall
0.9162
Per class
Relative absolute error
0.237
Root mean prior squared error
0.5
Root mean squared error
0.2451
Root relative squared error
0.4901