Run
528486

Run 528486

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 02-03-2016 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)_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
0.8722
Per class
Confusion matrix
F measure
0.9163
Per class
Kappa
0.7455
KB relative information score
832624
Mean absolute error
0.0837
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9162
Per class
Predictive accuracy
0.9163
Prior entropy
1
Recall
0.9163
Per class
Relative absolute error
0.1674
Root mean prior squared error
0.5
Root mean squared error
0.2893
Root relative squared error
0.5786