| Item type |
Book Section |
| Subjects |
300 Social sciences > 305 Social groups |
| Division/Agency |
LPPKN - National Population and Family Development Board, Malaysia: Population and Family Research Division |
| Keywords |
Family well-being, Malaysian, Tree-based, Decision tree, Bagging decision tree |
| Additional Information |
The original publication is available at http://pubs.aip.org/aip/acp/article-pdf/doi/10.1063/5.0053232/13815224/040010_1_online.pdf
Noor Azlin Muhammad Sapri1,2,a), Kamarulzaman Ibrahim2,b) Mohd Aftar Abu Bakar2,c) and Noratiqah Mohd Ariff2,d)
1Research Division on Population and Family
National Population and Family Development Board, 50712 Kuala Lumpur, Malaysia.
2Department of Mathematical Sciences, Faculty of Science and Technology,
Universiti Kebangsaan Malaysia, 43600 UKM Bangi, Selangor, Malaysia.
a)azlin@lppkn.gov.my
b)kamarulz@ukm.edu.my
c)Corresponding author: aftar@ukm.edu.my
d)tqah@ukm.edu.my |
| Abstract |
Tree-based classification techniques were used to identify the crucial factors influencing the Malaysian family well-being. Data from the nationwide survey, conducted by the National Population and Family Development Board (NPFDB) of Malaysia in 2011 were used for the analysis. Two types of tree-based classification techniques, which are the decision tree and bagging decision tree, were considered for this study. |
