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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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Pengaruh Model Pembelajaran Problem Based Learning (PBL) Terhadap Hasil Belajar Peserta Didik Pada Sub Materi Daur Biogeokimia Di Kelas X SMA Negeri 1 Darangdan
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 2
(2024)
This research aims to determine the effect of the Problem Based Learning (PBL) learning model on student learning outcomes in the Biogeochemical Cycle sub-material in Class X SMA Negeri 1 Darangdan. This research uses a quantitative approach with a Quasi Experimental research method with a Non Equivalent Control Group Design. The population in this study were all class X students of SMA Negeri 1 Darangdan, Purwakarta Regency. The sampling technique was Purposive Sampling with a sample of class X...
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Water Governance terhadap Optimalisasi Distribusi Air Bersih untuk Kebutuhan Masyarakat di Desa Lembur Kecamatan Kota Komba Kabupaten Manggarai Timur
DHARMA EKONOMI
Vol 31
, No 1
(2024)
This research is entitled Water Governance on Optimizing Clean Water Distribution to Meet Community Needs in Lembur Village, Komba City District, East Manggarai Regency. The purpose of this study is to find out the water governance process in Lembur Village. The method used in this study is a qualitative method. This study examines water governance on community needs using 3 important aspects, namely, the content layer, the institutional layer and the relationship layer. The results of the study...
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Efektivitas Pelayanan Pada Mal Pelayanan Publik Kota Tangerang Selatan
Jurnal Media Administrasi
Vol 9
, No 1
(2024)
Public services organized by the state aim to fulfill the needs of citizens. Therefore, the government has an obligation to improve the quality of services provided. The South Tangerang City Government made innovations in organizing services through the construction of the Public Service Mall. This research aims to find out how the effectiveness of services at the South Tangerang City Public Service Mall. The research method used is descriptive qualitative. The results of this study indicate tha...
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ANALYSIS OF TENSILE STRENGTH AND YIELD STRENGTH OF USED ALUMINUM PISTON FELTING BASED ON ITS HARDNESS VALUE FOR MATERIAL APPLICATIONS PROPHETIC LEG
Teknika
Vol 9
, No 1
(2024)
The majority of prosthetic leg products currently circulating in Indonesia are imported and made from stainless steel. Even though it has several advantages, the price and production costs are relatively expensive. So, it is necessary to introduce other materials to make the prosthetic legs more affordable. One alternative material is aluminum. Aluminum material can be fulfilled by recycling used aluminum. This research conducted a study on the tensile strength and yield strength of remelting us...
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Faktor-Faktor Yang Berhubungan Dengan Tingkat Kecemasan Orang Tua Dengan Anak Kejang Demam Di Rumah Sakit Bakti Timah Karimun
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 1
(2024)
Anxiety is a subjective experience of the individual and cannot be observed directly and is an emotional state without a specific object. This anxiety can occur in parents because parental anxiety can be influenced by several factors, one of which is the life of their child. Febrile seizures are seizures that occur when body temperature rises above 38°C. Objective: to find out what factors are related to the level of anxiety of parents with children with convulsive fever at the Bakti Timah Karim...
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PENGENALAN PROGRAM KESELAMATAN DAN KESEHATAN KERJA MELALUI PENERAPAN 5S PADA SISWA SMK LEONARDO KLATEN
Perwira Journal of Community Development
Vol 4
, No 1
(2024)
SMK Leonardo merupakan salah satu penyelenggara pendidikan jenjang Sekolah Menengah Kejuruan yang terletak di Kecamatan Klaten Utara Kabupaten Klaten. SMK Leonardo memiliki beberapa jurusan, salah satunya jurusan Permesinan dengan pembelajaran praktikum operasional alat-alat seperti mesin bubut, mesin frais, mesin las, serta mesin manufaktur lainnya. Siswa Permesinan kelas XI SMK Leonardo dalam pembelajaran tentang mesin manufaktur belum dibekali dengan program Kesehatan dan Keselamatan Ke...
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IMANoBAS: An Improved Multi-Mode Alert Notification IoT-based Anti-Burglar Defense System
Omede, Edith Ugochi
; Edje, Abel E
; Akazue, Maureen Ifeanyi
; Utomwen, Henry
; Ojugo, Arnold Adimabua
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
Burglary involves forced or unauthorized entry, which leads to damage or loss of property having monetary or emotional value and, more severely, puts lives at risk. The dire need for the safety of lives and properties has attracted so much research on burglary alert system using Internet of Things (IoT) technology. Most of the research focused on alerting the users of burglary attempts using any or a combination of two notification methods: SMS, call, and email. This study emphasizes three-mode...
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22 Sitasi
Kajian Peranan Sektor Ekonomi Basis Terhadap Produk Domestik Regional Bruto (PDRB) Kabupaten Lamongan Tahun 2022
Wawasan : Jurnal Ilmu Manajemenx, Ekonomi dan Kewirausahan
Vol 2
, No 2
(2024)
The improving condition of the regional economy can be seen through economic growth, of course this cannot be separated from the support of an increase in investment value. Lamongan Regency's long-term economic development aims to increase sustainable economic growth by providing investment opportunities for investors. A good investment climate is needed by investors so that their investments have a positive impact. Regional economic development hopes to have good progress and can increase the G...
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UNMASKING FRAUDSTERS: Ensemble Features Selection to Enhance Random Forest Fraud Detection
Akazue, Maureen Ifeanyi
; Debekeme, Irene Alamarefa
; Edje, Abel Efe
; Asuai, Clive
; Osame, Ufuoma John
Journal of Computing Theories and Applications
Vol 1
, No 2
(2023)
Fraud detection is used in various industries, including banking institutes, finance, insurance, government agencies, etc. Recent increases in the number of fraud attempts make fraud detection crucial for safeguarding financial information that is confidential or personal. Many types of fraud problems exist, including card-not-present fraud, fake Marchant, counterfeit checks, stolen credit cards, and others. An ensemble feature selection technique based on Recursive feature elimination (RFE), In...
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36 Sitasi