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

• 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

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...