Run
528137

Run 528137

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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)_oLOGLOSS

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
0.9161
Per class
Confusion matrix
F measure
0.9122
Per class
Kappa
0.7304
KB relative information score
773228.8244
Mean absolute error
0.1219
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9116
Per class
Predictive accuracy
0.9133
Prior entropy
1
Recall
0.9133
Per class
Relative absolute error
0.2438
Root mean prior squared error
0.5
Root mean squared error
0.2682
Root relative squared error
0.5364