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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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Pelatihan Pengendalian Bahan Baku dalam Perencanaan Keuntungan Pada Bisnis Kuliner di Kota Batam
Puspita Rama Nopiana
; Merline Julianti
; Putu Rani Susanthi
; Yelva Marsella
; Ardina laia
; Sallahudin Sallahudin
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 3
(2024)
This PKM activity started with complaints from business actors about the remaining raw materials every time they opened a business. This results in losses that cannot cover the fixed costs that must always be incurred. Lecture, exercise and discussion methods are used to explain this training activity. The results of the training provide positive studies so that participants can increase their knowledge and insight into raw material control, participants can independently calculate Economic Orde...
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Perbedayaan Masyarakat Berbasis Sustainable Development Goals (SDGS) di Desa Srimukti
Alya Syafikah Rani
; Elia rossa
; Dara Dinanti
; Fitri Sabiyla Yassarah
; Khofidah Pujilestari
; Muhammad Maulana Hafizh
; Puthree Maria Situmorang
; Radina Amalia Maharani
; Yuyun Yuyun
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 3
(2024)
Real Work Lectures (KKN) is a learning process for students at Bayankara University, Jakarta Raya. This KKN activity is carried out as part of community service and aims to gain new learning experiences that expand knowledge, skills and awareness in social life. The presence of students fosters motivation and innovation in society, this is in line with the role of universities as innovators. Students are committed to helping local communities overcome the challenges they face in the economic, ed...
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Intervensi Spiritual Care untuk Menurunkan Insomnia pada Pasien yang Menjalani Hemodialisis
Hambali, Fitri Hanifah
; Susdanarto, Susdanarto
; Utami, Nur Ainiyah Setyo
; Aminudin, Muhammad
; Lazuardi, Nugroho
ASJN (Aisyiyah Surakarta Journal of Nursing)
Vol 5
, No 1
(2024)
Latar belakang: Penyakit Ginjal Kronik (PGK) merupakan kondisi medis serius dengan komplikasi yang signifikan, salah satunya adalah insomnia. Hemodialisis, terapi umum untuk PGK, juga dapat memperburuk kualitas tidur pasien. Gangguan tidur ini dapat berdampak negatif pada kesehatan fisik, mental, dan spiritual pasien. Tujuan: Penelitian ini bertujuan untuk meneliti pengaruh terapi spiritual care terhadap tingkat insomnia pada pasien PGK yang menjalani hemodialisis. Metode: Penelitian ini menggun...
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The Effectiveness of Using Macbox Media to Improve Students’Grammar Mastery
International Journal of Research in Education
Vol 4
, No 2
(2024)
Grammar as essential aspect of English component helps students to recognize pattern and avoid errors. Alternative media is needed to make grammar learning more successful since students find it challenging to master grammar when it is taught using conventional method. This research aimed to find out about how effectively Macbox media works to help students in improving their grammar mastery. True-experimental research design was used in this research by using class X MA Matholi'ul Huda Bugel st...
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Faktor Pendorong dan Penghambat Keberhasilan Kewirausahaan
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 2
, No 3
(2024)
Entrepreneurship is an ability that has a creative and innovative nature. This creative and innovative ability is used as the basis for an entrepreneur's intentions and tips for finding opportunities and improving the quality of life. Entrepreneurship has become a very important part in developing economic growth, innovation and competitiveness in various regions. Encouraging and inhibiting factors are important elements in the success of an entrepreneur which enable an entrepreneur to eva...
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PENGEMBANGAN GAME PEMBELAJARAN INTERAKTIF MATEMATIKA BANGUN RUANG SISWA KELAS 6 SD
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 17
, No 1
(2024)
Mathematics is one of the important subjects. Mathematics is also a subject that is difficult to understand. Understanding concepts is the most important part of learning mathematics, meaning that in studying mathematics students must first understand mathematical concepts in order to be able to solve problems and be able to apply this learning in the real world.
Based on direct observations and interviews with grade 6 teachers at SD Negeri 02 Getas, teachers have difficulties in the theme of le...
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Pengaruh Penerapan Asesmen Formatif dengan Metode Peer Assessment Terhadap Hasil Belajar Siswa pada Pembelajaran Matematika
JURNAL PENDIDIKAN
Vol 33
, No 2
(2024)
Penelitian ini dilatarbelakangi oleh rendahnya hasil belajar siswa pada pembelajaran matematika. Penelitian ini dilakukan bertujuan untuk mengetahui ada atau tidaknya pengaruh asesmen formatif dengan metode Peer Assessment terhadap hasil belajar siswa. Penelitian ini merupakan penelitian kuantitatif yang dilakukan dalam bentuk eksperimen semu (quasi experiment). Sampel dari penelitian ini adalah siswa kelas VIII MTs Assa’adah I pada tahun ajaran 2023/2024 yang terdiri dari dua kelas, satu kelas...
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Lora Communication Sistem Peringatan Dini Bencana Banjir Menggunakan Line Of Sight
Jurnal Elektronika dan Komputer
Vol 17
, No 1
(2024)
Indonesia merupakan negara dengan iklim tropis. Salah satu musim di Indonesia adalah musim hujan. Curah hujan yang sangat tinggi dapat menimbulkan bencana banjir di berbagai wilayah Indonesia yang menimbulkan kerugian akhir maupun korban jiwa. Sistem peringatan dini bencana banjir menjadi salah satu solusi agar masyarakat Indonesia dapat mempersiapkan diri sejak dini ketika terjadi bencana. Penelitian sebelumnya telah membuat sistem bencana banjir dengan menggunakan GSM 900, namun permasalahanny...
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Peningkatan minat baca anak melalui program Reading fun for kids
Dina Rotua Sitanggang
; Rogate Wahyuni Lumbantobing
; Stefani Halgera Pakpahan
; Endang Junita Sinaga
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 3
(2024)
The majority of people living in Kelurahan Batang Beruh, Sidikalang Sub-district, Dairi Regency are school-age children between 6 and 12 years old. Children at this age are active learners. Therefore, innovation is needed in the organization of tutoring and reading terraces to increase insight, information and knowledge. Because with knowledge, children can at least begin to understand what they have ignored and considered unimportant, and turn it into something useful to improve their lives. Th...
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