Run
528026

Run 528026

Task 7310 (Supervised Data Stream Classification) Stagger1 Uploaded 24-02-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

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

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
0.9922
Per class
Confusion matrix
F measure
0.9982
Per class
Kappa
0.9911
KB relative information score
996504
Mean absolute error
0.0017
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9983
Per class
Predictive accuracy
0.9983
Prior entropy
1
Recall
0.9983
Per class
Relative absolute error
0.0035
Root mean prior squared error
0.5
Root mean squared error
0.0418
Root relative squared error
0.0836