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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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Peran Kualitas Bahan Baku dan Kualitas Produk dalam Proses Produksi di PT Adi Satria Abadi
Populer: Jurnal Penelitian Mahasiswa
Vol 3
, No 2
(2024)
Increasing the results of high quality products is one of the main objectives of production process activities carried out in a manufacturing company. This research aims to determine the production process at PT Adi Satria Abadi. This research uses library research, also known as a literature review, while the data analysis technique uses qualitative descriptive techniques. This technique aims to analyze a problem that occurs in a study, namely PT. Adi Satria Abadi. The results of this res...
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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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Tanggung Jawab PPAT (Pejabat Pembuat Akta Tanah) Terhadap Pelaksanaan Pendaftaran Hak Tanggungan Secara Elektronik Dalam Perjanjian Kredit Bank
Jurnal Akta Notaris
Vol 3
, No 1
(2024)
Sehubungan dibuatnya pelayanan Sistem Hak Tanggungan Elektronik dengan diterapkannya Peraturan Menteri Agraria dan Tata Ruang/Kepala Badan Pertanahan Nasional Republik Indonesia Nomor 5 Tahun 2020 tentang Pelayanan Hak Tanggungan Terintregrasi secara elektronik.Penelitian yang disusun oleh penulis ini tentang Tanggung Jawab PPAT(Pejabat Pembuat Akta Tanah) Terhadap Pelaksanaan Pendaftaran Hak Tanggungan Secara Elektronik Dalam Perjanjian Kredit Bank, Rumusan yang dibahas dalam masalah ini:...
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Pengaruh Cita Rasa Dan Kualitas Pelayanan Terhadap Minat Beli Pada Rumah Makan Bebek Senjay Bumbu Hitam “Cak Rizky” Kasihan UMY (Cabang Seturan Yogyakarta)
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 2
(2024)
The author will conduct research entitled "The Effect Of Taste And Service Quality On Buying Interest At The Black Bumbu Bebek Senjay Food House "Cak Rizky" Kasihan UMY (Seturan Branch Yogyakarta)" The research taken is using quantitative research. The research taken is information related to taste, service quality to consumer buying interest. This research is a causal relationship (Causal Explanatory) which proves the usual relationship. Taste, service quality is called the independent variable...
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1 Sitasi
The Influence of Brand Satisfaction on Brand Loyalty with Emotional Brand Attachment and Brand Love as Intervening Variables on Millennial Consumer at Clinic Ms Glow Medan
Proceeding. of The International Conference on Business and Economics
Vol 2
, No 1
(2024)
This research aims to test the influence of Brand Satisfaction on Brands Loyalty with Emotional Brand Attachment and Brand Love as Intervening Variables. In this study, the population was Millennial Consumers at Clinic Ms Glow Medan. Sample used in this research were 150 respondents, sampling technique using purposive sampling. Data collection uses questionnaires and answers assessed using a Likert scale. Data analysis uses SmartPLS with analysis methods SEM (Structural Equation Modeling). The r...
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Pengaruh Kualitas Pelayanan Terhadap Kepuasan Pasien di Puskesmas Batujajar
Jurnal Manajemen Informasi dan Administrasi Kesehatan
Vol 7
, No 1
(2024)
Puskesmas Batujajar is one of 32 Puskesmas in West Bandung Regency whose purpose is to improve the quality of healthy life of the surrounding publics. This study aims to determine how much influence the quality service on patient satisfaction at the Batujajar Public Health Center. This study also uses a type of quantitative method through data collection techniques in the form of distributing questionnaires to 80 respondents. The questionnaire consists of 20 questions that represent each researc...
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