Mr. Hik - Academia.edu (original) (raw)

Papers by Mr. Hik

Pregnancy is a natural process in a woman, pregnancy usually has a period of 9 months 1 week divi... more Pregnancy is a natural process in a woman, pregnancy usually has a period of 9 months 1 week divided into 3 trimesters. The discussion of this study on pregnancy focused on determining the health of pregnant women with the help of data mining processing on classification methods, data processing is done by the iterative dichotomized three (ID3) algorithm, there are 14 parameters measured in processing the dataset including stages of pregnancy, nausea and vomiting , flatulence, heartburn, sensitivity to smell, vaginal blood, urination, urination, blood pressure, pulse, body temperature and dehydration, tightness in the uterus, odor of vaginal discharge, color of vaginal discharge , and the result parameter as the label. In its calculation algorithm, ID3 produces an accuracy of 80.33%. The application of the ID3 algorithm in diagnosing pregnancy health is expected to produce useful information, the results of this study are implemented in an Android-based mobile application.

Pregnancy is a natural process in a woman, pregnancy usually has a period of 9 months 1 week divi... more Pregnancy is a natural process in a woman, pregnancy usually has a period of 9 months 1 week divided into 3 trimesters. The discussion of this study on pregnancy focused on determining the health of pregnant women with the help of data mining processing on classification methods, data processing is done by the iterative dichotomized three (ID3) algorithm, there are 14 parameters measured in processing the dataset including stages of pregnancy, nausea and vomiting , flatulence, heartburn, sensitivity to smell, vaginal blood, urination, urination, blood pressure, pulse, body temperature and dehydration, tightness in the uterus, odor of vaginal discharge, color of vaginal discharge , and the result parameter as the label. In its calculation algorithm, ID3 produces an accuracy of 80.33%. The application of the ID3 algorithm in diagnosing pregnancy health is expected to produce useful information, the results of this study are implemented in an Android-based mobile application.