Run
529116

Run 529116

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 03-03-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.7521
Per class
Confusion matrix
F measure
0.5216
Per class
Kappa
0.5041
KB relative information score
517482.5834
Mean absolute error
0.0367
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5235
Per class
Predictive accuracy
0.5232
Prior entropy
4.7004
Recall
0.5232
Per class
Relative absolute error
0.4958
Root mean prior squared error
0.1923
Root mean squared error
0.1915
Root relative squared error
0.9958