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Effects of Data Resampling on Predicting Customer Churn via a Comparative Tree-based Random Forest and XGBoost
Ako, Rita Erhovwo
; Aghware, Fidelis Obukohwo
; Okpor, Margaret Dumebi
; Akazue, Maureen Ifeanyi
; Yoro, Rume Elizabeth
; Ojugo, Arnold Adimabua
; Setiadi, De Rosal Ignatius Moses
; Odiakaose, Chris Chukwufunaya
; Abere, Reuben Akporube
; Emordi, Frances Uche
; Geteloma, Victor Ochuko
; Ejeh, Patrick Ogholuwarami
Journal of Computing Theories and Applications
Vol 2
, No 1
(2024)
Customer attrition has become the focus of many businesses today – since the online market space has continued to proffer customers, various choices and alternatives to goods, services, and products for their monies. Businesses must seek to improve value, meet customers' teething demands/needs, enhance their strategies toward customer retention, and better monetize. The study compares the effects of data resampling schemes on predicting customer churn for both Random Forest (RF) and XGBoost ense...
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22 Sitasi
Dampak Makanan Cepat Saji Bagi Kesehatan Tubuh Pada Kalangan Remaja
Anggie Annisa Permatasari
; Fransisca Putri Ardita
; Agista Putri Prasetya
; Nurul Anggraini
; Siti Marpuah
; Erintya Asanti
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 2
(2024)
This counseling focuses on the lack of awareness among teenagers about their body health, where up to now teenagers still seem to be indifferent to their body health. This is because teenagers now tend to prefer consuming fast food over healthy food. The aim of this counseling is to make teenagers aware of efforts to maintain body health by reducing consumption of fast food and to find out the reasons why teenagers don't like healthy food and are reluctant to consume it. This counseling was carr...
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Behavior of Concrete Structures of 5-storey Shopping and Residence Buildings due to Earthquakes using Spectrum Response Analysis
Kusbiantoro, Arief
; Kusumawardani, Rini
; Taveriyanto, Arie
; Agung Hermawan, Indra
; Danuaji Syahdani, Raka
; Jati Priantoro, Wisnu
; Restu Bachtiar, M. Vicky
; Ageng, Sultan
; Rizaldi Fadillah, Akhmad
; Rio Pratama, Anggy
Jurnal Teknik Sipil
Vol 17
, No 1
(2024)
The 5-storey building with 20 meters high and is located in Jakarta, a building that functions as a shop and residence. As a high-rise building, earthquake analysis of the building is required to determine the seismic pattern using the response spectrum method. The spectrum response method is used to determine the structural performance and compare static analysis and dynamic analysis based on SNI 1726-2019. Then the results obtained for each frame use a combination of cases (static + seismic),...
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Kegiatan Pengukuran Komposisi Tubuh Dalam Rangka Deteksi Dini Obesitas Pada Populasi Lanjut Usia
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 3
, No 2
(2024)
Body composition refers to the various components that make up a person's body weight, such as lean mass (muscle, water, bones, ligaments, and tendons) and fat mass. As we age, significant changes occur in body composition, including increased fat mass and decreased muscle and bone mass, which often leads to sarcopenic obesity. This condition, which is common in older adults, is associated with frailty, disability, metabolic syndrome, reduced survival rates in certain cancers, and osteopenia/ost...
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Formulation of Turmeric-Tamarind Jelly Using Psyllium Husk
An International Journal Tourism and Community Review
Vol 1
, No 2
(2024)
The objectives of this study were: 1) to determine the acceptance of color, aroma, texture, and taste of turmeric-tamarind jelly candy with the addition of psyllium husk; and 2) to identify the composition of the selected turmeric-tamarind jelly candy product. The research employed experimental methods, hedonic tests, and ranking tests. Three variants of psyllium husk were used: Product 1 with 1 g, Product 2 with 3 g, and Product 3 with 5 g of psyllium husk added. Data obtained from...
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Integrating Structural Causal Model Ontologies with LIME for Fair Machine Learning Explanations in Educational Admissions
Journal of Computing Theories and Applications
Vol 2
, No 1
(2024)
This study employed knowledge discovery in databases (KDD) to extract and discover knowledge from the Benue State Polytechnic (Benpoly) admission database and used a structural causal model (SCM) ontological framework to represent the admission process in the Nigerian polytechnic education system. The SCM ontology identified important causal relations in features needed to model the admission process and was validated using the conditional independence test (CIT) criteria. The SCM ontology was f...
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5 Sitasi
PENGARUH LITERASI KEUANGAN DAN INOVASI DIGITAL TERHADAP KINERJA UMKM
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 9
, No 1
(2024)
Pelaku UMKM tidak dapat dipisahkan dari isu perkembangan ekonomi digital yang berperan penting dalam menentukan tingkat keberhasilan UMKM. Target riset ini untuk menganalisis bagaimana literasi keuangan dan inovasi digital mempengaruhi kinerja keuangan UMKM. Riset ini mengaplikasikan teknik kuantitatif untuk menilai variabel bebas literasi keuangan (X1) dan inovasi digital (X2) atas variabel terikat kinerja UMKM (Y). Populasi UMKM Kuliner di Kecamatan Semarang Barat. Pengambilan sampel dilakukan...
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Literature Review: Individual Personality Effect on Human Resource Planning Mediated by Organizational Commitment
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 2
(2024)
Organizational commitment is one of the main factors that influence how human resource planning will be taken. This is inseparable from the influence of organizational commitment in many areas of human resource management. On the other hand, personality that influences organizational commitment is an essential part that is inherent in every individual that makes it difficult to change. Therefore, this study aims to determine the effect of individual personality on organizational commitment which...
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Transitivity in Adila Hassim Speech at the ICJ (International Court Justice): South Africa’s Case Against Israel
International Journal of English Linguistic, Literature, and Education
Vol 6
, No 1
(2024)
This study aims to observe and analyse the transitivity process appears in the speech, investigate the construction of ideational meaning from the speech: how the transitivity patterns reflect the messages conveyed by Adila Hassim in her speech at the ICJ (International Court Justice). The transitivity analysis of Adila Hassim's speech at the ICJ reveals a strategic use of different processes to construct ideational meaning. The material process is most prominent (13 or 43.33%), emphasizing acti...
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Analysis of Deixis in The Short Story “The Garden of Paradise”: Pragmatics Study
International Journal of English Linguistic, Literature, and Education
Vol 6
, No 1
(2024)
The study aims to investigate the various forms of deixis and their roles within the short story "The Garden of Paradise." Using a qualitative descriptive approach, the author employs Cresswell's (2013) theoretical framework. The data analysis is based on pragmatic theories by Griffiths (2006) and deixis theories by Yule (1996), Cruse (2000), Bouk (2016), and Levinson (1983). The findings reveal: (1) A total of 202 instances of deixis in the short story, categorized into five types, including 89...
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