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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 Persentase Penambahan Mayonnaise Pada Pembuatan Sambal Mayo-Matah Terhadap Lama Penyimpanan Dan Daya Terima Konsumen Di Kitcheroo Cafe
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 16
, No 1
(2024)
This study aims to identify the length of storage and consumer acceptance of complementary foods, namely chili sauce matah which has been given a percentage of mayonnaise as much as 10%, 20% and 30%. And this fusion food chili sauce is called mayo-matah. This research uses a quantitative approach with a survey method. This research was conducted at Kitcheroo Café. The samples of this study were 4 Culinary Education Expert Panelists and 30 Kitcheroo Cafe Customers using the data statistical analy...
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Analisis Keputusan Pembelian Konsumen Berdasarkan Bauran Pemasaran pada Produk Soft Cookies di Kaje Nibbles Jakarta
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 16
, No 1
(2024)
The culinary business is one of the rapidly growing sectors with potential for continuous expansion. This study aims to analyze the purchasing decisions of soft cookies products through a marketing mix survey at Kaje Nibbles Jakarta. Data collection for this research utilized a questionnaire in the form of a Google Form containing 19 statements that have passed validity and reliability tests. The marketing mix instrument consists of four indicators: Product, with sub-indicators including product...
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Peran Pendidikan Kewarganegaraan dalam Membangun Identitas Nasional
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 3
, No 2
(2024)
Civic Education (PKn) plays an important role in shaping national identity in the midst of a diverse society. This study aims to explore how PKn in schools contributes to the development of national identity, understand the challenges faced, and identify effective strategies in the implementation of the PKn curriculum. The results of the study show that PKn can strengthen the sense of nationality and national unity, but also requires adjustment to face the social and cultural dynamics that conti...
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Peningkatan Hasil Belajar Siswa Melalui Penggunaan Media Benda Asli Pada Bangun Ruang Sisi Lengkung Siswa Kelas IX SMPN 2 Telukjambe Barat
Populer: Jurnal Penelitian Mahasiswa
Vol 3
, No 2
(2024)
Student learning outcomes at SMP Negeri 2 Telukjambe Barat in mathematics was poor, which prompted this study. Consequently, educational tools that enhance pupils' mathematical understanding must be put into place. The purpose of this classroom action study is to determine whether the ninth graders at SMPN 2 Teluk Jambe Barat can enhance their learning outcomes by using actual object media into curved sided space constructing materials. Of the total number of pupils, 39 are female and 16 are mal...
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Memperkuat Integrasi Nasional di Tengah Keberagaman Indonesia
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 3
(2024)
Indonesia is an archipelagic country rich in cultural, ethnic, religious, and linguistic diversity. This diversity is both a potential and a challenge in maintaining the unity of the nation. This article aims to analyze efforts to strengthen national integration amidst the diversity of Indonesia. The method used is a literature study by collecting and analyzing reliable sources related to national integration. The analysis shows that national integration in Indonesia can be strengthened through...
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Penerapan Teknik Relaksasi Genggam Jari terhadap Penurunan Rasa Nyeri pada Pasien Post Operasi Kraniotomi
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 2
(2024)
Craniotomy is a neurosurgical procedure for treating diseases or disorders in the head or brain. The craniotomy procedure can cause side effects in the form of pain. Pain is a sensation that arises due to tissue damage, involving a person's physical, emotional and mental reactions. Pain management is a non-pharmacological treatment used in the health world to reduce pain after patients undergo medical procedures. One of the pain management used in this case study is finger grip. This study aims...
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Perlindungan Hukum Terhadap Anak Yang Tidak Cakap Hukum Dalam Pembagian Harta Waris (Study Kasus Penetapan Perkara Nomor 99/PDT.P/2022/PN.SMR)
Jurnal Akta Notaris
Vol 3
, No 1
(2024)
Permasalahan tentang waris sering muncul saat akan dilakukan pembagian harta warisan salah satunya apabila terdapat ahli waris yang merupakan anak yang tidak cakap hukum. Masalah warisan telah menjadi sebuah permasalahan dalam masyarakat Indonesia yang sangat beragam. Sebagai masyarakat tentunya kita akan berpegang teguh pada aturan maupun ketentuan hukum mengenai waris seperti ketentuan Hukum Perdata (B.W.) khususnya menyangkut permasalahan Hukum Waris. Di dalam suatu peraturan perundang-undang...
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Peran Auditor Internal Dalam Pendanaan Dukungan Operasi Sekolah (Bos)
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 3
(2024)
The aim of this research is to identify and explain the role of internal audit in the allocation of BOS funds. This research uses a qualitative approach with library or library research. Audit is an operational process carried out by a qualified and independent auditor, whose aim is to ensure compliance with the conditions relating to the operation of an economic entity and its standards. Auditors carry out examinations by collecting and presenting evidence systematically, analytically, critical...
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Analyzing Translation Methods by English Department Students in North Sumatra: Poetry Translation Case Study
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 3
(2024)
Poetry translation is a complex and challenging process, as poetry is a rich and unique form of language that often uses poetic words and sentence structures. This study aims to analyze the translation methods used by students of English Language Education Study Program in translating poetry from Indonesian to English. This research uses a case study method involving 15 students of English Education in North Sumatera who are currently undergoing a translation course. The research data were obtai...
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