Run
528620

Run 528620

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 03-03-2016 by Joaquin Vanschoren
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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)_ctrue
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
0.5291
Per class
Confusion matrix
F measure
0.5879
Per class
Kappa
0.0705
KB relative information score
313896
Mean absolute error
0.3431
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6078
Per class
Predictive accuracy
0.6569
Prior entropy
1
Recall
0.6569
Per class
Relative absolute error
0.6861
Root mean prior squared error
0.5
Root mean squared error
0.5857
Root relative squared error
1.1714