Run
528093

Run 528093

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)_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
0.8368
Per class
Confusion matrix
F measure
0.8342
Per class
Kappa
0.6736
KB relative information score
66372
Mean absolute error
0.1632
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8597
Per class
Predictive accuracy
0.8368
Prior entropy
1
Recall
0.8368
Per class
Relative absolute error
0.3264
Root mean prior squared error
0.5
Root mean squared error
0.404
Root relative squared error
0.8079