Run
528019

Run 528019

Task 2244 (Supervised Data Stream Classification) adult Uploaded 24-02-2016 by Joaquin Vanschoren
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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)_oHINGE

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
0.7691
Per class
Confusion matrix
F measure
0.8205
Per class
Kappa
0.5172
KB relative information score
30972
Mean absolute error
0.1829
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8253
Per class
Predictive accuracy
0.8171
Prior entropy
1
Recall
0.8171
Per class
Relative absolute error
0.3659
Root mean prior squared error
0.5
Root mean squared error
0.4277
Root relative squared error
0.8554