Run
528157

Run 528157

Task 7316 (Supervised Data Stream Classification) vehicleNorm 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)_oLOGLOSS

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
0.8751
Per class
Confusion matrix
F measure
0.834
Per class
Kappa
0.6733
KB relative information score
65284.5845
Mean absolute error
0.1703
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.86
Per class
Predictive accuracy
0.8366
Prior entropy
1
Recall
0.8366
Per class
Relative absolute error
0.3405
Root mean prior squared error
0.5
Root mean squared error
0.3903
Root relative squared error
0.7807