Run
528479

Run 528479

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 02-03-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.StackingAttemptV2_SPegasos(1)Moa implementation of StackingAttemptV2
moa.SPegasos(2)_l1.0E-4
moa.SPegasos(2)_oHINGE
moa.StackingAttemptV2_SPegasos(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_SPegasos(1)_mmoa.classifiers.functions.SPegasos
moa.StackingAttemptV2_SPegasos(1)_cfalse
moa.StackingAttemptV2_SPegasos(1)_hfalse

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
0.9291
Per class
Confusion matrix
F measure
0.9288
Per class
Kappa
0.858
KB relative information score
857936
Mean absolute error
0.071
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9324
Per class
Predictive accuracy
0.929
Prior entropy
1
Recall
0.929
Per class
Relative absolute error
0.1421
Root mean prior squared error
0.5
Root mean squared error
0.2665
Root relative squared error
0.533