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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
Pengaruh Pemotongan Gaji terhadap Tapera (Tabungan Perumahan Rakyat) pada Mahasiswa Kelas Karyawan di Universitas Bina Sarana Informatika
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 3
(2024)
This research aims to analyze the effect of salary cuts for Public Housing Savings (Tapera) on the economic conditions and learning motivation of employee class students at Bina Sarana Informatika University (UBSI). Using a quantitative approach with survey methods, data was collected from 150 respondents who were employee class students at UBSI. The research results show that salary cuts for Tapera have a significant influence on students' economic conditions, but do not significantly influence...
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Analisis Kinerja Kantong Lumpur (Sandtrap) Daerah Irigasi Sragi
Jurnal Teknik Sipil
Vol 17
, No 1
(2024)
Penelitian ini bertujuan untuk menghitung efektivitas desain rencana terhadap kondisi eksistingnya. Penelitian dilakukan di Daerah Irigasi Sragi yang terletak di Desa Brondong, Kecamatan Kesesi, Kabupaten Pekalongan, Provinsi Jawa Tengah. Penelitian ini dimulai dengan melakukan Studi Literatur dan Studi Lapangan kemudian dilakukan Pengumpulan Data. Dari pengumpulan data tersebut didapatkan Data Primer (data yang didapatkan dari hasil survey di lapangan berupa dimensi sandtrap, aliran normal, ali...
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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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Pengaruh Model Pembelajaran Team Assisted Individualization (T.A.I) Terhadap Kemampuan Pemecahan Masalah Matematika
Populer: Jurnal Penelitian Mahasiswa
Vol 3
, No 2
(2024)
The aim of this research is to obtain significant data and analyze the influence of the Team Assisted Individualization (T.A.I) learning model on the ability to solve mathematical problems on the subject of linear programming in class X students at MA Al Ittihad Sawangan Depok. The research method used is a quasi-experimental method (quasi-experiment). Sampling was carried out using a cluster random sampling technique with a research sample of 40 students, namely 20 students in class X IPS 2 as...
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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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Peningkatan Pengetahuan Ibu Tentang Pola Asuh Anak dan Remaja di Era Digital (PAAREDI)
Educate: Journal of Community Service in Education
Vol 4
, No 1
(2024)
Peran orang tua sangatlah krusial dalam membimbing anak di era digital saat ini. Salah satu perannya bisa berupa memilih tontonan atau tayangan sesuai dengan umurnya. Pola asuh anak dan remaja di era digital perlu diterapkan dengan baik oleh orang tua. Era digital memang sudah tidak bisa dihindari, sehingga orangtua perlu beradaptasi dan memilih pola asuh yang tepat guna menghadapi terpaan digital. Salah satu bentuk transfer of knowledge yang dinilai efektif meningkatkan pengetahuan dan kesadara...
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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
Pengambilan Keputusan Seorang Manager Terhadap Perilaku Karyawan
Rini Wijayaningsih
; Kanizah Kanizah
; Mutiara Salsabila
; Nabila Zahra Octaviany
; Sabrina Fitria
; Putri Salsabilla R
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 3
(2024)
This research aims to analyze how a manager makes decisions regarding employee behavior in a company. This research uses a qualitative approach with library research methods. The data used is secondary data using sources from books, journal articles, websites and other trusted sources. The data analysis technique used is qualitative data analysis. The research results show that managers and employees must always work together to achieve new goals and contribute to the company. A profession...
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Analisis Strategi Gender Terhadap Pendidikan Anak Keluarga Petani Jambu Di Demak
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 9
, No 1
(2024)
Women's issues are still an important thing to discuss, in addition to continuing to develop, also many women's problems are never exhausted by a time or era of their presence on the surface of the earth, this is very visible when talking about the low resources of women, the problem of violence against women that occurs a lot either in the public or other sectorsThis research is a type of field research with qualitative research methods. Field research is research carried out at the research...
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