Classification System Determining Stress Level Using K-Nearest Neighbors Method

Tapidingan, Y. C. and Paseru, Debby and Turang, Rinaldo (2018) Classification System Determining Stress Level Using K-Nearest Neighbors Method. The 3 rd International Conference on Operations Research. ISSN 2685-1911

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Abstract

Stress is generally viewed as condition in which a person experoences a psychic disorder in response to the stresses it faces. Unlike adult who can recognize the stress they face and manage it, junior high student are often unware of the stress they are experiencing, which usually happen arround them. This study aims to design a classification system to determine the level of stress experienced by student by applying th K-Nearest Neighbors method. The data of this study came from 254 respondents of SMP Katolik Don Bosco Bitung. The determination criteria were taken from age, class, sex, number of siblings including the student himself, the child to which he or she and the 20 questionnaire questions parameter K, we take K = 5 value for the nearest neighbors of the data test against the train data. The training data for this system itself was taken from a questionnare distributed to 254 students of SMP Katolik Don Bosco Bitung. The result of this study suggest that the classification system is sucessfully implemented and can determine the stres level of junior high school level in SMP Katolik Don Bosco Bitung.

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