Abstract:

In this study, by using three of the machine learning algorithms, a group of students studying in the associate degree electronic communication technology program, is it a vocational high school of the type of high school they graduated? or is it a high school other than vocational high school? Has been estimated. Considering the grade point end of term averages from the five courses determined during the associate degree process, the type of high school they came from was estimated. Two of these determined courses are courses close to the courses taught in vocational high schools and three are general courses taught in all high schools. Aim; It is to reveal how accurately three different machine learning algorithms make predictions on the same sample. In addition, it is foreseen that the pre-professional knowledge of normal high school students who are placed in vocational high school-based associate degree programs will be determined, and necessary precautions will be taken.

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