Run
529865

Run 529865

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 04-03-2016 by Jan van Rijn
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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)_cfalse
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
0.5839
Per class
Confusion matrix
F measure
0.6445
Per class
Kappa
0.2088
KB relative information score
430700
Mean absolute error
0.2847
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7676
Per class
Predictive accuracy
0.7154
Prior entropy
1
Recall
0.7154
Per class
Relative absolute error
0.5693
Root mean prior squared error
0.5
Root mean squared error
0.5335
Root relative squared error
1.0671