Obesity Predictor Identification: Comparison of Correlation Based Feature Selection Method and Wrapper Method on Nutrition Dataset

QR Code

Obesity Predictor Identification: Comparison of Correlation Based Feature Selection Method and Wrapper Method on Nutrition Dataset

The prevalence of obesity among Malaysians is estimated by calculating the obesity prevalence percentage using BMI prevalence data from the national health morbidity survey (NHMS). However, the nutrition data from the NHMS has not been used to predict the national obesity prevalence as it was collec...

Full description

Bibliographic Details
Published in:	Journal of Advanced Research in Applied Sciences and Engineering Technology
Main Author:	Daud N.; Noordin N.; Lokman A.
Format:	Article
Language:	English
Published:	Semarak Ilmu Publishing 2025
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85201563120&doi=10.37934%2faraset.49.1.129138&partnerID=40&md5=ea5bb59727260e9dad351a6b37e9fb6a

Similar Items

Enhancing big data feature selection using a hybrid correlation-based feature selection
by: Mohamad M.; Selamat A.; Krejcar O.; Crespo R.G.; Herrera-Viedma E.; Fujita H.
Published: (2021)

Student performance classification: a comparison of feature selection methods based on online learning activities
by: Alias M.A.H.; Aziz M.A.A.; Hambali N.; Taib M.N.
Published: (2024)

Nutritional status as predictors for quality of life among caregivers of children with severe cerebral palsy
by: Kamal, et al.
Published: (2023)

Improved building roof type classification using correlation-based feature selection and gain ratio algorithms
by: Norman M.; Shafri H.Z.M.; Pradhan B.; Yusuf B.
Published: (2019)

A comparison of model-based imputation methods for handling missing predictor values in a linear regression model: A simulation study
by: Hasan H.; Ahmad S.; Osman B.M.; Sapri S.; Othman N.
Published: (2017)

Comparison between PSO, NE, QR, SVD methods for least squares DC motor identification
by: Abdullah S.M.; Yassin I.M.; Tahir N.M.
Published: (2015)

Lung lesion identification using geometrical feature and optical flow method from computed tomography scan images
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Setumin S.; Ani A.I.C.
Published: (2023)

Hybrid embedded and filter feature selection methods in big-dimension mammary cancer and prostatic cancer data
by: Md Noh S.S.; Ibrahim N.; Mansor M.M.; Md Ghani N.A.; Yusoff M.
Published: (2024)

Application of deep learning and feature selection technique on external root resorption identification on CBCT images
by: Reduwan N.H.; Abdul Aziz A.A.; Mohd Razi R.; Abdullah E.R.M.F.; Mazloom Nezhad S.M.; Gohain M.; Ibrahim N.
Published: (2024)

Application of deep learning and feature selection technique on external root resorption identification on CBCT images
by: Reduwan, et al.
Published: (2024)

A systematic review on research trends, datasets, algorithms, and frameworks of children’s nutritional status prediction
by: Swastina L.; Rahmatullah B.; Saad A.; Khan H.
Published: (2024)

Modeling factors and importance of happiness using KJ method
by: Lokman A.M.; Kadir S.A.; Noordin F.; Shariff S.H.
Published: (2018)

Prediction of missing data in rainfall dataset by using simple statistical method
by: Mohd Jafri I.A.; Noor N.M.; Ul-Saufie A.Z.; Suwardi A.
Published: (2020)

Estimation of missing values in air pollution dataset by using various imputation methods
by: Sukatis F.F.; Noor N.M.; Zakaria N.A.; Ul-Saufie A.Z.; Suwardi A.
Published: (2019)

Predicting 30-day mortality after an acute coronary syndrome (acs) using machine learning methods for feature selection, classification and visualisation
by: Aziida N.; Malek S.; Aziz F.; Ibrahim K.S.; Kasim S.
Published: (2021)

A review on features and methods of potential fishing zone
by: Ya’acob N.; Dzulkefli N.N.S.N.; Aziz M.A.A.; Yusof A.L.; Umar R.
Published: (2024)

Comparison between FMAR SD method and NRMI CG method and application
by: Shapiee N.; Hajar N.; Husin S.F.; Ghani N.H.A.; Zullpakkal N.
Published: (2024)

Association rule mining method for the identification of internet use
by: Wibowo W.; Sari N.P.; Wilantari R.N.; Abdul-Rahman S.
Published: (2021)

Comparisons of ADABOOST, KNN, SVM and logistic regression in classification of imbalanced dataset
by: Rahman H.A.A.; Wah Y.B.; He H.; Bulgiba A.
Published: (2015)

Unveiling the stadium turnout: Predictors influencing local spectator attendance in football leagues
by: Nazarudin M.N.; Padli; Abdullah M.F.; Noordin Z.; Abdullah N.M.; Mazalan N.S.
Published: (2023)

DEVELOPMENT OF PCR-BASED GENOTYPING METHOD FOR FAT MASS OBESITY-ASSOCIATED (FTO) GENE POLYMORPHISM RS9939609
by: Yusof H.; Mohd Rodzi N.A.; Shakir N.S.; Mohd Ali A.B.; Kareem Z.J.; Hatta F.H.M.
Published: (2023)

Identification of the nonlinearity in mass-spring system via experimental method
by: Bahari A.R.; Yunus M.A.; Rani M.N.A.; Shah M.A.S.A.; Iskandar Mirza W.I.I.W.; Salleh N.
Published: (2019)

Nutritional status and eating practices among university students in selected universities in Selangor, Malaysia
by: Abdull Hakim N.H.; Muniandy N.D.; Danish A.
Published: (2012)

Comparisons of conventional and novel anthropometric obesity indices to predict metabolic syndrome among vegetarians in Malaysia
by: Ching Y.K.; Chin Y.S.; Appukutty M.; Gan W.Y.; Chan Y.M.
Published: (2020)

Supervised feature selection using principal component analysis
by: Rahmat F.; Zulkafli Z.; Ishak A.J.; Abdul Rahman R.Z.; Stercke S.D.; Buytaert W.; Tahir W.; Ab Rahman J.; Ibrahim S.; Ismail M.
Published: (2024)

Evaluation of dataset metamodel for describing the structure of datasets
by: Rosli M.M.
Published: (2018)

A Review of Image and Text Feature Extraction Methods in Fake News Detection Tasks
by: Li F.; Rosli M.M.; Wang Y.
Published: (2024)

Image segmentation and feature extraction method for lung lesion detection in computed tomography images
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Setumin S.; Karim N.K.A.; Sahimi F.A.; Ani A.I.C.
Published: (2023)

Exploring feature selection and support vector machine in text categorization
by: Abdul-Rahman S.; Mutalib S.; Khanafi N.A.; Ali A.M.
Published: (2013)

Method of Selective Literature Review in Defining Social Sustainability of Sustainable Development
by: Abd Rashid M.H.S.; Zakaria R.; Aminudin E.; Adzar J.A.; Shamsuddin S.M.; Munikanan V.; Mustafa N.A.
Published: (2022)

GEOMETRICAL FEATURE OF LUNG LESION IDENTIFICATION USING COMPUTED TOMOGRAPHY SCAN IMAGES
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Setumin S.; Isa I.S.; Ani A.I.C.
Published: (2023)

SYSTEMATIC LITERATURE REVIEW: AFFECTIVE EXPERIENCES AS A PREDICTOR OF COUNTERPRODUCTIVE WORK BEHAVIOUR; [REVISÃO DA LITERATURA SISTEMÁTICA: EXPERIÊNCIAS AFETIVAS COMO PREDITOR DE COMPORTAMENTO CONTRAPRODUTIVO NO TRABALHO]; [REVISIÓN LITERATURA SISTEMÁTICA: EXPERIENCIAS AFECTIVAS COMO PREDICTOR DE CONDUCTAS LABORALES CONTRAPRODUCTIVAS]
by: Ibrahim N.H.; Makhbul Z.K.M.; Ayob A.H.; Lokman A.M.
Published: (2023)

Comparison of Sampling Methods for Rao-Blackwellized Particle Filter with Neural Network
by: Mohamad Yatim N.; Jamaludin A.; Mohd Noh Z.; Buniyamin N.
Published: (2022)

Human gait recognition using orthogonal least square as feature selection
by: Sahak R.; Tahir N.M.; Yassin A.I.M.; Kamaruzaman F.H.
Published: (2019)

Preliminary study on multiple imputation for nonresponse in survey data with feature selection
by: Jasin A.M.; Asmat A.
Published: (2023)

Binary particle swarm optimization for feature selection in detection of infants with hypothyroidism
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2011)

An orthogonal least square approach to select features of infant cry with asphyxia
by: Sahak R.; Mansor W.; Khuan L.Y.; Yassin A.I.M.; Zabidi A.
Published: (2010)

Adaptive threshold optimisation for online feature selection using dynamic particle swarm optimisation in determining feature relevancy and redundancy
by: Zaman, et al.
Published: (2024)

Adaptive threshold optimisation for online feature selection using dynamic particle swarm optimisation in determining feature relevancy and redundancy
by: Zaman E.A.K.; Ahmad A.; Mohamed A.
Published: (2024)

Identification of V59L and A953G genotypes distribution in AQP7 and their association with glycerol in overweight/obese Malay patients
by: Masri M.; Razali R.H.; Rahman T.A.; Mohamad F.; Chen X.W.; Ismail A.M.; Ghani R.A.; Adnan R.A.; Azizi A.F.
Published: (2024)