Run
528505

Run 528505

Task 2244 (Supervised Data Stream Classification) adult 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
0.498
Per class
Confusion matrix
F measure
0.6174
Per class
Kappa
-0.0037
KB relative information score
10114
Mean absolute error
0.3965
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.6346
Per class
Predictive accuracy
0.6035
Prior entropy
1
Recall
0.6035
Per class
Relative absolute error
0.7929
Root mean prior squared error
0.5
Root mean squared error
0.6297
Root relative squared error
1.2593