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The Implementation of a Logistic Regression Algorithm and Gradient Boosting Classifier for Predicting Telco Customer Churn
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 17
, No 1
(2024)
This research aims to predict customer churn in a telecommunications company using Logistic Regression (LR) and Gradient Boosting Classifier (GBC) algorithms. Customer churn poses a significant challenge as acquiring new customers is costlier than retaining existing ones. The dataset from Kaggle comprises 7043 records and 21 attributes. The process includes data pre-processing, cleaning, transformation, and normalization using a Min-Max Scaler. The data is split into features (X) and target (y),...
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Women Education During Crisis: How Do Cosmetic and Health Industries Educate Women for Covid-19 Resilience and Provide Basis for Mitigation Education?
Suryani, Adi
; Soedarso, Soedarso
; Harry Budiutomo Harmadi, Sonny
; Rahmawati, Deti
; Prasetyawati, Niken
; Suarmini, Ni Wayan
International Journal of Research in Education
Vol 4
, No 2
(2024)
COVID-19 virus has been putting many people's health in peril and causing social anxiety, insecurity, and mayhem. It has become a public enemy. Collaboration between all sectors and community involvement are required to control the spread and negative effects of COVID-19. The beauty industry has emerged as one of several crucial sectors in the fight against COVID-19 Because they can make hand sanitizers, cleansers, hand gel, and lotions in large quantities that can protect the community and enco...
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Learning Strategies for Equal Education Programs for Learning Citizen in Non-Formal Education
International Journal of Research in Education
Vol 4
, No 2
(2024)
Equal education programs in non-formal education units are an important means of ensuring access to education for students who have been marginalized from formal education. In facing complex challenges such as the inability to access formal education for various reasons, learning strategies are key in achieving educational equality. This research aims to explore various effective learning strategies in the context of equality education in non-formal education units. This type of research uses a...
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Strategi Pemasaran Digital Makanan Berat: Pembelajaran dari Praktek Kewirausahaan Mahasiswa STIKES Santa Elisabeth Medan 2024
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 3
(2024)
The digital era has transformed marketing strategies in various industries, including culinary. This research examines the implementation of digital marketing strategies in selling heavy food by STIKES Santa Elisabeth Medan students as part of entrepreneurial practice. Involving 7 students who run an online culinary business for one day. Data is obtained through sales performance analysis. The results show that the use of social media and e-commerce websites increases market reach by 50% and sal...
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1 Sitasi
Assessing Survey Data to Study Traffic Flow Characteristics: An in-depth analysis of King Fahad Road, Al-Ahsa, Saudi Arabia
Islam, Md Kamrul
; Mohammed Al-Muaybid, Abdulaziz Ibrahim
; Al-Saqer, Muath Fahad Abdullah
; Al-Nagada, Mohammed Saleh Rashid
; Al-Newaihel, Khaled Saleh Abdulaziz
; Akter, Rocksana
; Gul, Muhammad Aniq
; Rhaman, Muhammad Muhitur
; Shatnawi, Ziad
Forum Geografi
Vol 38
, No 2
(2024)
Traffic volume studies are crucial for understanding vehicle quantity, movements, and classifications at specific sites. This study aims to establish a correlation between flow rate and density, providing in-sights into traffic flow characteristics such as density, velocity, and flow, essential for effective road design. The proposed method combines automated (mobile phones and cars) and manual counts on separate sheets, offering a compelling alternative to traditional traffic study methods. The...
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Peningkatan Partisipasi Memilih Pada Pemilukada 2024 dengan Pendaftaran Pemilih Berkelanjutan
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 3
(2024)
In 2024, two elections will be held, in February the Legislative and Presidential elections while in November the Regional Head Election (Pilkada) will be held. The Legislative and Presidential elections have gone well despite many shortcomings while the Indonesian people will welcome the election of regional heads. In the regional elections, the people will carry out their sovereign functions by electing regional heads. To exercise their sovereignty, they must be ensured to be registered as vot...
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Sistem Pendukung Keputusan Seleksi Pemilihan Perguruan Tinggi Terbaik Menggunakan Metode Topsis
Dinamik
Vol 29
, No 2
(2024)
Decision Support System (SPK) can be used to select the best college in this journal, the author uses the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method which is expected to be a solution for consideration for prospective new students who want to pursue higher education. From the calculation results, it is found that the highest result value from the calculation formula can be used to be the best choice in choosing a college for prospective students. With confusio...
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Pemberdayaan Kesehatan Lansia melalui Pemeriksaan Tekanan Darah, dan Senam Lansia di Kelurahan Partali Toruan Hutabarat
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 3
(2024)
The aim of this research is to assess the effectiveness of the elderly health program run by the Partali Toruan Hutabarat Village, with special emphasis on participatory sessions specifically for the elderly and periodic blood pressure. The analytical method used is an intervention study with data collection both before and after the intervention. The results show a significant increase in understanding of the importance of regularly cleaning and using natural materials for the health of local c...
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State Sovereignty and Refugee Protection
Wacana Hukum
Vol 28
, No 2
(2024)
State sovereignty is often used by some countries as a shield to refuse refugee arrivals and provide protection to them. This is felt detrimental to refugees, even though the original nature of the absolute and exclusive sovereignty of the state can no longer be maintained. In this connection, this paper would like to explain the ideal attitude that countries need to have and take towards refugees so that the international protection goals for refugees can be achieved. This paper is part of the...
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Implementation of Individual Candidate Reviews in the Election of Mayor in Surakarta City
Wacana Hukum
Vol 28
, No 2
(2024)
This study aims to further examine the implementation of individual candidate reviews in the mayoral election in Surakarta City in 2020. The city of Surakarta implemented direct elections in 2020 which were followed by political parties, in this case PDI Perjuangan (Gibran Rakabuming Raka and the individual Teguh Prakoso). ) and individual candidate Bagyo Suparjo who will appear in the direct election according to the decision of the Pilwalkot participants.This study uses a normative legal resea...
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