Feature selection of the determining factors of family income class using FIES results 2018: A random forest approach with recursive feature elimination, cross-validated

Feature selection of the determining factors of family income class using FIES results 2018: A random forest approach with recursive feature elimination, cross-validated

The inequality in income distribution among Filipino families generates a substantial problem that is ineffectively resolved by administered economic programs in the past. In this research, Recursive-Feature Elimination, Cross-Validated was implemented to obtain the optimal number of features for Ra...

Saved in:

書目詳細資料
Main Authors:	Angue, Krizzia Mae M., Cruz, Keziah Lois M., Hilomen, Jeremy C.
格式:	text
語言:	English
出版:	Animo Repository 2023
主題:	Income Statistics and Probability
在線閱讀:	https://animorepository.dlsu.edu.ph/etdb_math/25 https://animorepository.dlsu.edu.ph/context/etdb_math/article/1023/viewcontent/2023_Angue_Cruz_Hilomen_Feature_selection_of_the_determining_factors_of_family_Full_text.pdf
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	De La Salle University
語言:	English

相似書籍

Statistical matching of income from FIES to CPH: The Central Visayas case study
由: Duazo, Kathleen Joy L., et al.
出版: (2016)

Parametric estimation of Dagum income distribution model applied on the Family Income and Expenditure Survey (FIES) data of the National Capital Region (NCR)
由: Ocampo, Jay Walter B., et al.
出版: (1991)

PERFORMANCE COMPARISON OF DIFFERENT FEATURE SETS FOR NETWORK TRAFFIC CLASSIFICATION USING RECURSIVE FEATURE ELIMINATION FEATURE SELECTION AND ONE-VS-REST RANDOM FOREST ALGORITHM
由: Robbani, Arba

Entrepreneurial income and poverty alleviation in the Philippines: Evidence from the 2012 FIES
由: Pacificador, Karla Jenine P.
出版: (2018)

Analysis of panel data on medical expenditure of Philippine households
由: Capiral, Christine Lois C., et al.
出版: (2016)

Income, income inequality and mortality in Thailand
由: Nipa Rojroongwasinkul
出版: (2023)

The divergent incomes theory, model and income inequality
由: Campos, Jerome Sidney R.
出版: (2018)

Analysis of food consumption patterns of Filipinos, FIES 2000
由: Arce, Veronica Mae, et al.
出版: (2004)

Evaluation of gross income tax scheme of income distribution
由: Sik, Stevens, et al.
出版: (1987)

A probabilistic approach to model resource contention for performance estimation of multi-featured media devices
由: Kumar, A., et al.
出版: (2014)

Evaluation of gross income tax scheme of income distribution
由: Sik, Stevens, et al.
出版: (1987)

Comparison of predictive mean matching and regression multiple imputation methods using the 2006 Family Income and Expenditure Survey (FIES)
由: Hao, Mason Francis T.
出版: (2010)

In silico prediction of spleen tyrosine kinase inhibitors using machine learning approaches and an optimized molecular descriptor subset generated by recursive feature elimination method
由: Li, B.-K., et al.
出版: (2014)

Access to Financial Services and Income Inequality: A Panel Data Analysis
由: Maniable, John Raymond A., et al.
出版: (2021)

Feature extraction for face recognition using recursive Bayesian linear discriminant
由: Huang, D., et al.
出版: (2014)

Value at risk for Philippine fixed income market
由: Rodriguez, Joshanna Mae Carteciano
出版: (2013)

Accounting treatment and taxable income.
由: Ng, Hui Fang., et al.
出版: (2008)

Education and Income Inequality: Evidence from US States
由: Pandej Chintrakarn
出版: (2015)

China: Facing the middle income trap
由: Singapore Management University
出版: (2019)

The effect of female employment on income distribution
由: Co, Jennifer, et al.
出版: (1986)

Income inequality, productivity, and international trade
由: HSU, Wen-Tai, et al.
出版: (2018)

TAXATION OF INCOME ARISING FROM IMMOVABLE PROPERTY
由: TEO BOON TIENG
出版: (2020)

Analysis of panel data on tobacco expenditure of Philippine households using the 1991-2012 family income and expenditure survey
由: Nisay, Gerry Mae S., et al.
出版: (2016)

A limit formula and recursive algorithm for multivariate Normal tail probability
由: Au, Siu-Kui
出版: (2025)

Determinants of the extent and quality of comprehensive income disclosure
由: Jen, Ting Ting, et al.
出版: (2008)

Income sources and inequality among ethic minorities in the Northwest region, Vietnam
由: Tran, Quang Tuyen
出版: (2016)

Determinants of Gini coefficient as indicator of income inequality in the Philippines
由: Robang, Robert I., et al.
出版: (2019)

Poverty classification: A comparative analysis of classification algorithms on poverty in households in the top three richest and poorest regions in the Philippines using the family income and expenditure survey 2021
由: Dy, Jonathan Arthur L., et al.
出版: (2023)

HOME OWNERSHIP FOR MIDDLE INCOME HOUSEHOLDS
由: YEO HONG FEI
出版: (2019)

Regional Economic Interation and Impacts on Growth, Poverty and Income Distribution - The Case of Vietnam
由: Nguyen, Tien Dung, et al.
出版: (2016)

HUMAN CAPITAL, INCOME INEQUALITY AND ECONOMIC GROWTH: THE SINGAPORE CASE
由: KUEK XIAO BIN
出版: (2021)

The effect of female employment on income distribution
由: Co, Jennifer, et al.
出版: (1986)

Unemployment insurance benefits and income smoothing
由: NG, Tee Yong Jeffrey, et al.
出版: (2019)

THE ROLE OF HEALTH IN THE INTERGENERATIONAL TRANSMISSION OF INCOME.
由: JOANNA LEE SI HAN
出版: (2018)

Income ranking and convergence with physical and human capital and income inequality
由: Zhang, J.
出版: (2011)

Singapore’s Growth and Income Inequality
由: HO, Kong Weng
出版: (2013)

Nonfarm employment and household income among ethic minorities in Vietnam
由: Tran, Quang Tuyen
出版: (2016)

Income is more protective against pain in more equal countries
由: Tang, Cheng Keat, et al.
出版: (2024)

Economic zone investments, linkages and income inequality: A panel data analysis across time and space
由: Garcia, Jesucito Mantal
出版: (2009)

Fixed income markets in Asia
由: Ang, Alvin Wei Wen, et al.
出版: (2009)