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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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1 Sitasi
The Development of Digital Teaching Materials for Basic Excellent Service Based on Google Site for Culinary Vocational Students
International Journal of Research in Education
Vol 4
, No 2
(2024)
The purpose of this study is to find out: 1) the results of the development of basic digital teaching materials for excellent service based on Google site platform; 2) the feasibility of materials and media on the basic digital teaching materials of excellent service based on the google site; 3) Student / User Response of Basic Digital Teaching Materials Excellent Service Based on the Google site. This research used research and development (R&D), especially the 4D model according to Thiagar...
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Pengaruh Promotion Terhadap Buying Decision Dengan Hedonic Shopping Motivation Sebagai Mediasi
Marketing Journal
Vol 5
, No 2
(2024)
The purpose of this study is to analyze the relationship of Promotion to Buying Decision and Hedonic Shopping Motivation as intervening variables. The independent variable analyzed in this study is Promotion. The dependent variable analyzed in this study is Buying Decision. The intervening variable in this research is Hedonic Shopping Motivation. The sample used in this study consisted of 100 tourists from Grand Maerakaca. Sampling was done by purposive sampling method by distributing que...
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Nilai Pendidikan Lingkungan dalam Buku Teks Bahasa Indonesia Kurikulum Merdeka
Klitika: Jurnal Ilmiah Pendidikan Bahasa dan Sastra Indonesia
Vol 6
, No 1
(2024)
Penelitian ini bertujuan untuk mendeskripsikan nilai pendidikan lingkungan hidup bagi siswa yang memakai buku Kombi: Kompeten Berbahasa Indonesia untuk SMA/MA Kelas X yang disusun oleh Mafrukhi, dkk. terbitan Erlangga. Penelitian ini merupakan penelitian kualitatif yang bersifat deskriptif. Pengumpulan data dilakukan dengan studi pustaka dan analisis datanya menggunakan analisis isi dengan model interaktif. Langkah analisis datanya yakni pengumpulan data, reduksi data, penyajian data, dan penari...
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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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Pengaruh Dukungan Sosial terhadap Stress Kerja pada Anggota Polri di Polres Karanganyar
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 3
, No 3
(2024)
The police are a civil intermediary who regulates order and law. The function of the police is a state government function in the field of maintaining and securing public order. Therefore, the police's job is quite difficult, the challenges and pressure at work cause work stress. Social support from various parties is very effective in reducing work stress for police officers. This research aims to determine the effect of social support on work stress among police officers at the Karanganyar Pol...
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The Role of the Financial Services Authority (OJK) in Supervising Illegal Investments in Indonesia
Wacana Hukum
Vol 29
, No 1
(2024)
The purpose of this research is to deepen the extent to which the Financial Services Authority (OJK) has made laws and regulations to control illegal investments in Indonesia. The Financial Services Authority is an institution that regulates and supervises financial institutions in Indonesia. However, there are still many illegal or illegal investment activities in society. Monitoring and eradicating illegal investments in Indonesia is the responsibility of the Financial Services Authority. The...
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The criminal liability of sea freight forwading services in transito narcotics crimes
Wacana Hukum
Vol 30
, No 1
(2024)
This study analyzes the problems in the golden triangle of narcotics and criminal liability of sea freight forwarding services in transito narcotics crimes. The purpose of this research is to find out how the problems in the golden triangle of narcotics and criminal liability of sea freight forwarding services in transito narcotics crime. Based on the results of research and discussion, it can be seen that the golden triangle of narcotics has complex problems and requires assistance from other c...
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Analisis Harga Pokok Produksi Berdasarkan Metode Job Order Costing Terhadap UMKM Bandeng Presto Sidoarjo
Populer: Jurnal Penelitian Mahasiswa
Vol 3
, No 3
(2024)
Presto Milkfish MSME, owned by Ibu Lina, is one of the MSMEs in Indonesia that is growing quickly right now. Founded in 2006, the company currently has three employees. This quick milkfish is a common gift from Sidoarjo. Presto milkfish is frequently served as a side dish to guests during parties. The purpose of this study is to improve knowledge of the cost factors that should be considered when manufacturing pressure-cooked milkfish and to demonstrate how these costs can be added to obtain the...
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Augmented Reality Learning Media with a Problem-Based Learning Model to Enhance the Students' Comprehension on Mathematical Concepts
International Journal of Research in Education
Vol 4
, No 2
(2024)
The aim of this research is to develop augmented reality learning media with a problem-based learning model and analyze the feasibility, practicality, and effectiveness of augmented reality learning media with a problem-based learning model in improving students' understanding of mathematical concepts. This research uses the research and development method with the ADDIE model (Analysis, Design, Development, Implementation, Evaluation). The sampling technique used is a random assignment, namely...
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