Run
528143

Run 528143

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) 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
0.778
Per class
Confusion matrix
F measure
0.7265
Per class
Kappa
0.3758
KB relative information score
506370.7247
Mean absolute error
0.248
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7868
Per class
Predictive accuracy
0.7617
Prior entropy
1
Recall
0.7617
Per class
Relative absolute error
0.496
Root mean prior squared error
0.5
Root mean squared error
0.4819
Root relative squared error
0.9639