Run
528204

Run 528204

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) 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
0.6531
Per class
Confusion matrix
F measure
0.7195
Per class
Kappa
0.3606
KB relative information score
514106
Mean absolute error
0.2429
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7831
Per class
Predictive accuracy
0.7571
Prior entropy
1
Recall
0.7571
Per class
Relative absolute error
0.4859
Root mean prior squared error
0.5
Root mean squared error
0.4929
Root relative squared error
0.9858