Run
528501

Run 528501

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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)_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
0.9778
Per class
Confusion matrix
F measure
0.966
Per class
Kappa
0.9003
KB relative information score
930186
Mean absolute error
0.0349
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9701
Per class
Predictive accuracy
0.9651
Prior entropy
1
Recall
0.9651
Per class
Relative absolute error
0.0698
Root mean prior squared error
0.5
Root mean squared error
0.1868
Root relative squared error
0.3737