首页|Eskisehir Osmangazi University Reports Findings in Machine Learning (Predicting mothers' exclusive breastfeeding for the first 6 months: Interface creation stud y using machine learning technique)
Eskisehir Osmangazi University Reports Findings in Machine Learning (Predicting mothers' exclusive breastfeeding for the first 6 months: Interface creation stud y using machine learning technique)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Machine Learning is th e subject of a report. According to news reporting originating from Eskisehir, T urkey, by NewsRx correspondents, research stated, "Machine learning techniques ( MLT) build models to detect complex patterns and solve new problems using big da ta. The present study aims to create a prediction interface for mothers breastfe eding exclusively for the first 6 months using MLT." Our news editors obtained a quote from the research from Eskisehir Osmangazi Uni versity, "All mothers who had babies aged 6-24 months between 15.09.2021 and 15. 12.2021 and to whom the surveys could be delivered were included. 'Personal Info rmation Form' created by the researchers was used as a data collection tool. Dat a from 514 mothers participating in the study were used for MLT. Data from 70% of mothers were used for educational purposes, and a prediction model was create d. The data obtained from the remaining 30% of the mothers were us ed for testing. The best MLT algorithm for predicting exclusive breastfeeding fo r the first 6 months was determined to be the Random Forest Classifier. The top five variables affecting the possibility of mothers breastfeeding exclusively fo r the first 6 months were as follows: 'the mother not having any health problems during pregnancy,' 'there were no people who negatively affected the mother's m orale about breastfeeding,' 'the amount of water the mother drinks in a day,' 't hinking that her milk supply is insufficient,' 'having no problems breastfeeding the baby'. Using created prediction model may allow early identification of mot hers with a risk of not breastfeeding their babies exclusively for the first 6 m onths."
EskisehirTurkeyEurasiaBreastfeedin gCyborgsEmerging TechnologiesHealth and MedicineMachine LearningPregna ncyWomen's Health
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