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Table 4 Characteristics of the training data sets of each serotype after oversampling

From: Rapid classification of group B Streptococcus serotypes based on matrix-assisted laser desorption ionization-time of flight mass spectrometry and machine learning techniques

Models of serotypesType of dataOriginal dataPost oversamplingTotal
IaIa41123407
Non-Ia284284
IbIb41123407
Non-Ib284284
IIIIII111111325
Non-III214214
VV41123407
Non-V284284
VIVI74148399
Non-VI251251