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Balancing the dataset by generating new synthetic data based on heinz mean in medical data
(Afyon Kocatepe Üniversitesi, 30.06.2022)
Advances in science and technology have caused data sizes to increase at a great rate. Thus, unbalanced data has arisen. A dataset is unbalanced if the classes are not nearly equally represented. In this case, classifying ...
An application of feature selection methods to compare the performances of classification algorithms
(Afyon Kocatepe Üniversitesi, 28.12.2022)
In this study, it is aimed to determine fewer and significant variables with the help of feature selection methods among a large number of variables in the data discussed. Feature selection methods are effective methods ...