Table 2 The mean cross-validation scores, standard deviation (SD), and the accuracy from different algorithms for the SMOTE and original datasets. The table illustrates the mean K-fold cross-validation scores the corresponding SDs acquired by each classification algorithm with and without the application of the SMOTE.

From: Machine learning-based classification of histological subtypes of invasive breast cancer using MRI contralateral breast texture features