Run
528529

Run 528529

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)_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
0.571
Per class
Confusion matrix
F measure
0.6938
Per class
Kappa
0.127
KB relative information score
357390
Mean absolute error
0.3213
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.714
Per class
Predictive accuracy
0.6787
Prior entropy
1
Recall
0.6787
Per class
Relative absolute error
0.6426
Root mean prior squared error
0.5
Root mean squared error
0.5668
Root relative squared error
1.1337