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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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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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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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Analisis Kelayakan Usaha Pengemasan Minyak Goreng Kelapa Sawit PT Java Agri Sukses Makmur
Fina Alfiani
; Imroatul Afwa
; Galuh Ayu Wandira
; Irine Selviana Alda
; Amilia Susanti
; Sri Widayanti
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 3
(2024)
There are two types of cooking oil circulating in the community, namely bulk and packaged cooking oil. PT Jawa Agri Sukses Makmur is a branded cooking oil packaging company with the trademarks Sayana, Master Chef and Minyakita. The strategy to be able to compete with other similar companies is to provide a good image through packaging. The aim of this research was to analyze the feasibility of a cooking oil packaging business. The method used is R/C ratio analysis. The research results show that...
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Analisis Keterampilan Passing Atas Permainan Bola Voli Pada Extrakurikuler di SMA Negeri 1 Toboali
Populer: Jurnal Penelitian Mahasiswa
Vol 3
, No 2
(2024)
This research aims to determine passing skills in extracurricular volleyball games at SMA Negeri 1 Toboali. In this research, the method used is a quantitative method which tries to describe the passing skills of SMA Negeri 1 Toboali. The population in this study were students who took part in extracurricular volleyball at SMA Negeri 1 Toboali, totaling 23 students, and the sample in this study was 23 people, there were 13 men while there were 10 women. The data collection technique used in this...
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Memperjelas Konsep Bahasa Maskulin Melalui Analisis Pengunaan Gaya Bahasa Pada Lagu Noah Seperti Kemarin
Klitika: Jurnal Ilmiah Pendidikan Bahasa dan Sastra Indonesia
Vol 6
, No 1
(2024)
Penelitian ini bertujuan untuk memperjelas konsep Bahasa maskulin melalui analisis penggunaan gaya Bahasa pada lagu Noah “Seperti Kemarin”. Penelitian ini menggunakan pendekatan deskriptif kualitatif. Data penelitian adalah Bahasa maskulin yang berupa kosakata, frasa, kalimat dari lagu yang berjudul “Seperti Kemarin”milik band Noah. Pemilihan lagu tersebut didasarkan karena lagu tersebut sangat mencerminkan maskulinitas dan menginspirasi. Data diambil dengan cara me...
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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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Analisis Manfaat Pemberian Asi Eksklusif Bagi Ibu Menyusui dan Perkembangan Anak
Khotimah, Khusnul
; As Satillah, Sadrah
; Fitriani, Vira
; Miranti, Miranti
; Maulida, Maulida
; Hasmalena, Hasmalena
; Pagarwati, Lia Dwi Ayu
; Zulaiha, Dara
Paudia
Vol 13
, No 2
(2024)
Exclusive breastfeeding (ASI) provides many benefits for breastfeeding mothers and the growth and development of children who receive breast milk from infancy. Such as increasing antibodies, protection from infection, and other benefits that can support the development of the child's brain and immune system. This research aims to explore exclusive breastfeeding for the health and development of babies and mothers. The research method used is a literature study which involves analysis of various...
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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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