Browsing LSP-Conference Proceeding by Author "RAMADHANI, Evi"
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Analysis of Identification of Food Insecure Household Characteristics Based on Regional Status in Aceh Province
RAMADHANI, Evi; MERASHKY, Syarifah H; SARTONO, Bagus; HADI, Alfian F; SAFITRI, Winny D; AKHDANSYAH, Teuku (AIP Conference Proceedings, 2021-09-22)The status of regions in Indonesia is divided into two categories, namely rural areas and urban areas. According to the Badan Pusat Statistik (2010), Aceh is ranked as the 12th most food insecure province in Indonesia, the ... -
An Analysis of the Relationship between Social Protection Program Status and the Incidence of Food Insecure Households in Aceh Province
RAMADHANI, Evi; MUSTAQIMA, Shafira; SARTONO, Bagus; HADI, Alfian F; SAFITRI, Winny D; YUSUF, Raudhatul M (ICSDS 2021, 2022-12-22)One of the government's targets in achieving social development is to reduce food insecurity. Limited economic access for households to obtain sufficient food can cause food insecurity. The social protection program is ... -
Study of Features Importance Level Identification of Machine Learning Classification Model in Sub-Populations for Food Insecurity
YULIANI, Endang; SARTONO, Bagus; WIJAYANTO, Hari; HADI, Alfian Futuhul; RAMADHANI, Evi (East Kalimantan, Indonesia, 2022-10-11)To explain a complicated machine-learning model, data scientists work a lot with identifying the importance of predictor features of the model. Shapley Additive Explanation (SHAP) and Permutation Feature Importance (PFI) ...