A feature selection approach to determine obesity using machine learning method

A feature selection approach to determine obesity using machine learning method

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Dades bibliogràfiques
Autors principals:	Antor, Shahidul Alam, Ahmed, Jawad, Nayen, Zulker, Tabassum, Farisha, Mahbub, Rasheda
Altres autors:	Ajwad, Rasif
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2021
Matèries:	Obesity BMI Machine Learning Naive Bayes Random Forest Decision tree K-Nearest Neighbors (KNN) Logistic Regression Obesity.
Accés en línia:	http://hdl.handle.net/10361/14972

Ítems similars

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
per: Sarkar, Ripa, et al.
Publicat: (2024)

Tackling the problem of childhood obesity
per: Abedin, Shireen
Publicat: (2016)

Effectiveness of data mining in predicting heart diseases
per: Afrin, Shahria, et al.
Publicat: (2018)

Flood prediction using machine learning models
per: Syeed, Miah Mohammad Asif, et al.
Publicat: (2022)

Effect Of sodium glucose co-transporter 2 inhibitors on weight reduction in overweight and obese population: A review
per: Mahin, Md. Tamjidur Rahman
Publicat: (2024)

Best feature selection and data visualization for breast cancer prediction
per: Hemel, Tanjim Ahmed, et al.
Publicat: (2020)

Childhood obesity in early years: parental perceptions in Dhaka city
per: Sultana, Sadia
Publicat: (2021)

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
per: Mahmud, Mahmudul Hasan
Publicat: (2021)

An approach to detect epileptic seizure using XAI and machine learning
per: Bijoy, Emam Hasan, et al.
Publicat: (2022)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
per: Mouli, Nazifa, et al.
Publicat: (2023)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
per: Alam, Auninda, et al.
Publicat: (2021)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
per: Saad-Ul-Kabir, Syed, et al.
Publicat: (2021)

Prevalence and associated factors of underweight, overweight, and obesity Among Bangladeshi adults: An analysis of demographic and health survey 2017-18
per: Gupta, Rajat Das, et al.
Publicat: (2022)

Nationally representative surveys show gradual shifting of overweight and obesity towards poor and less-educated women of reproductive age in Nepal
per: Sutradhar, Ipsita, et al.
Publicat: (2022)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
per: Rahee, Arnob, et al.
Publicat: (2021)

Enhancing crops production based on environmental status using machine learning techniques
per: Talukder, Shiyam, et al.
Publicat: (2021)

A survey on childhood obesity: an alarming epidemic of Bangladesh
per: Sohan, Sajid
Publicat: (2020)

Differences in prevalence and associated factors of underweight and overweight/obesity according to rural–urban residence strata among women of reproductive age in Bangladesh: Evidence from a cross-sectional national survey
per: Hashan, Mohammad Rashidul, et al.
Publicat: (2022)

Cardiovascular disease prediction model using Machine Learning Algorithm
per: Arefin Mirdha, MD Shamsul
Publicat: (2023)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
per: Rabbi, Md. Nafis
Publicat: (2024)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
per: Al Amin, Istiak, et al.
Publicat: (2022)

Performance analysis of machine learning algorithms for Malware classification
per: Bushra, Raisa Hasan, et al.
Publicat: (2023)

Automatic classified myocardial infarction detection using machine learning and forewarning system with location of the patient using GSM module
per: Shrestha, Soptorsi Paul, et al.
Publicat: (2021)

Analysis on the effects of wallstreetbets on the stock market
per: Hossain, Abir, et al.
Publicat: (2022)

Overweight and obesity among children and adolescents in Bangladesh: a systematic review and meta-analysis
per: Biswas, Tuhin, et al.
Publicat: (2018)

Frequency of television viewing and association with overweight and obesity among women of the reproductive age group in Myanmar: Results from a nationwide cross-sectional survey
per: Gupta, Rajat Das, et al.
Publicat: (2022)

A comparative study of car image generation quality using DCGAN and VSGAN
per: Shayer, Mirza Ahmad, et al.
Publicat: (2022)

Prevalence of Non-communicable disease risk factors among adolescent girls and boys in Bangladesh: Evidence from the National Nutrition Surveillance Study
per: Urmy, Nushrat Jahan, et al.
Publicat: (2022)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
per: Mahmud, Booshra Nazifa, et al.
Publicat: (2019)

Parking data analysis
per: Ahamed, Kasfi, et al.
Publicat: (2023)

Prediction of earthquakes: a step towards predicting the unpredictable
per: Chowdhury, Maheen, et al.
Publicat: (2023)

Prevalence and associated factors of underweight, overweight and obesity among women of reproductive age group in the Maldives: Evidence from a nationally representative study
per: Hashan, Mohammad Rashidul, et al.
Publicat: (2022)

Heart disease prediction using techniques of classification in machine learning
per: Afrose, Sadia, et al.
Publicat: (2021)

Heterogeneous contributions of change in population distribution of body mass index to change in obesity and underweight
per: NCD Risk Factor Collaboration (NCD-RisC)
Publicat: (2022)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
per: Hossain, Shoumik, et al.
Publicat: (2022)

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
per: Mahmud, Shakib Izaz, et al.
Publicat: (2022)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
per: Farabe, Abdullah Al, et al.
Publicat: (2021)

Association of SIRT6 with obesity and diabetes
per: Tabassum, Sameha
Publicat: (2024)

Association of frequency of television watching with overweight and obesity among women of reproductive age in India: Evidence from a nationally representative study
per: Gupta, Rajat Das, et al.
Publicat: (2022)

Predicting brain age from EEG signals using machine learning and neural network
per: Pratanu, Abul Mushfique Muslah, et al.
Publicat: (2023)