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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
Penerapan Teknik Slashing dalam Pembuatan Ready To Wear Look Harajuku
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 16
, No 1
(2024)
Beautifying the appearance of a garment requires modifications in dress. One way of beautifying clothing is fabric manupulation or fabric manipulation. The author chose the slashing technique, this technique is one of the fabric manipulation techniques by stacking several fabrics and then cutting one or several layers of the cloth pile so that it only makes the basic layer. The author compares many layers of fabric used. The goal is to know application of slahsing method creation in making ready...
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Analysis of Air Shot Blasting Machine Effectiveness using Overall Equipment Effectiveness (OEE)
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
The effectiveness of a machine is one of the main factors for a production process to run smoothly so that it can meet its demand. Companies must always ensure that their production machines have high effectiveness. The shot blasting machine is one of the production machines used at PT. X. This machine has been in use for quite some time. Additionally, the machine often experiences breakdowns. This study was conducted to measure the effectiveness of the shot blasting machine at PT. X in order to...
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1 Sitasi
Optimalisasi Metode Pembelajaran Bagi Guru untuk Siswa Berkebutuhan Khusus pada Hambatan Pendengaran
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 2
(2024)
This community service was carried out by the SLB Global School teacher Jalan H. Agus Salim, Alue Berawa Village, Langsa District, Langsa City. The problem faced is that learning methods for students with special needs are not yet optimal. The aim of the research is to optimize the ability of special education teachers to use learning methods for students with special needs. The method used is descriptive with accompanying presentation, discussion and training techniques for particip...
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PENDAMPINGAN PENGEMBANGAN BAHAN AJAR MATEMATIKA UNTUK SEKOLAH DASAR SE-DABIN II KORWIL BIDIK KECAMATAN BLORA KABUPATEN BLORA
Abdi Masya
Vol 5
, No 1
(2024)
Permasalahan guru sekolah dasar pada daerah binaan II koordinator wilayah Kecamatan Blora Kabupaten Blora adalah minimnya bahan ajar yang dikembangkan oleh guru untuk siswa dalam membelajarkan matematika di kelas. Adanya program pendampingan ini bertujuan untuk memberikan pengetahuan guru tentang pengembangan bahan ajar matematika dan memberikan contoh tentang kreativitas guru tentang pengembangan bahan ajar matematika. Daerah binaan II ini membawahi 12 sekolah yaitu SD Islam Baitunnur, SDN 1 Ku...
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Kegiatan Penapisan Kadar Hemoglobin untuk Mencegah Kejadian Anemia pada Populasi Lanjut Usia di Gereja St. Fransiskus Asisi
Wijaya, Christian
; Setia, Nicholas
; Alvianto, Fidelia
; Kurniawan, Joshua
; Nathaniel, Fernando
; Santoso, Alexander Halim
Jurnal Suara Pengabdian 45
Vol 3
, No 2
(2024)
The World Health Organisation (WHO) estimates that the global population aged over 60 years will increase from 900 million in 2015 to 2 billion in 2050. This demographic is particularly vulnerable to disease and disability, with declining haemoglobin levels long considered a consequence of aging. Nutritional deficiencies, chronic diseases, kidney disease, haematological malignancies, and anemia of unknown cause can all contribute to anemia in the elderly. This significantly impacts physical perf...
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The Relationship Between Leg Length Discrepancy and Scoliosis in Children Aged 4-6 Years
Naufal, Adnan Faris
; Pristianto, Arif
; Dewangga, Mahendra Wahyu
; Setiawan, Arif
; Arifah, Izzatul
; Susilo, Taufik Eko
; Karyanto, Muhammad Dhaffa
FISIO MU: Physiotherapy Evidences
Vol 5
, No 2
(2024)
Introduction: Scoliosis is defined as the lateral curvature of the spine reaching an angle of 10 degrees or more on coronal radiographs when an individual is standing. According to data from the World Health Organization (WHO), around 3% of the global population is at risk of experiencing scoliosis, while in Indonesia, the prevalence of scoliosis ranges between 3% and 5%. Leg length discrepancy is a situation where the length of both lower extremities is unbalanced. Leg length discrepancy can le...
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Karakteristik Snack Bar Kombinasi Tepung Jawawut (Setaria italica L. P. Beauv.) dan Tepung Garut (Maranta Arundinacae L.)
Jurnal Agrifoodtech
Vol 3
, No 1
(2024)
Snack bar is a stick-shaped snack made from flour, seeds and nuts. This research aims to determine snack bar products made from a mixture of millet flour ad arrowroot flour with the addition of walnuts, including physical properties (L*a*b* color values), chemical properties (water, ash, fat, protein and crude fiber contents), and sensory properties based on hedonic test. This study was experimental using Complete Randomized Design (CRD) with the percentage ratio treatments of millet flour and a...
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STUDY OF VARIATION OF WEIGHT FRACTION ON THE TENSILE STRENGTH OF GLASS FIBER REINFORCED POLYMER HYBRID COCONUT COIR
Teknika
Vol 9
, No 1
(2024)
This research is about studying a hybrid composite that combines synthetic and natural fibres to achieve optimal strength while utilizing natural fibres, which are abundant on the Indonesian coast. The synthetic fibre used in this research is glass fiber in the form of woven roving, while the natural fibre uses coconut fibre in the form of a mat. The use of glass fibre, which is known to be strong and has good flexibility, aims to improve the mechanical properties of coconut fibre. Hybrid compos...
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Spatial and Epidemiological Analysis of Tuberculosis Incidence in Children in Palembang City in 2022
Nurqanita, Ajeng Fathia
; Najmah, Najmah
; Setiawan, Yudhi
; Idrus, Muhammad
; Murniati, Happy
; Fajri, Rahmat
; Aprina, Fenty
Jurnal Kesehatan
Vol 17
, No 1
(2024)
Pendahuluan: Tuberkulosis tidak diderita oleh kelompok dewasa saja, tetapi juga pada anak-anak yang terjadi saat usia 0-14 tahun. Menurut WHO, di tahun 2021, 1,2 juta anak jatuh sakit karena TBC secara global. Tujuan penelitian ini adalah untuk melihat analisa spasial dengan persebaran wilayah penyakit tuberkulosis pada anak di Kota Palembang tahun 2022 serta melakukan perhitungan epidemiologi. Metode: Penelitian ini menggunakan analisis deskriptif dengan pendekatan desain studi penelitian ekolo...
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