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Analisis perbandingan machine learning untuk prediksi kelayakan kredit perbankan pada Bank BRI Tegal
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 1
(2025)
Predicting credit worthiness is an important step for banks to reduce the risk of bad credit. This research compares the performance of four classification algorithms, namely SVM, Naïve Bayes, Random Forest and Decision Tree using simulated datasets. The results obtained on the metrics of accuracy, precision, recall, F1 score, and AUC-ROC, show that Decision Tree has the best performance with 42.5% accuracy, 48.3% precision, 47.5% recall, 47.5% F1 score, and AUC 0.60, indicating its ability to i...
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Penerapan algoritma K-Nearest Neighbors (KNN) untuk klasifikasi citra medis
Ujianto, Nur Tulus
; Gunawan
; Fadillah, Haris
; Fanti, Azizah Permata
; Saputra, Aryan Dandi
; Ramadhan, Ilham Gema
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 1
(2025)
This study aims to optimize the implementation of the K-Nearest Neighbors (K-NN) algorithm for medical image classification by focusing on selecting the optimal KKK parameter and applying dimensionality reduction techniques to improve accuracy and efficiency. The data used was sourced from public medical image repositories such as The Cancer Imaging Archive (TCIA) and Medical Image Analysis datasets, covering various diseases, including brain tumors, lung cancer, and kidney lesions. The research...
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6 Sitasi
Development of Digital Modules of Comic-based Static Electricity Material Assisted by MOOCs Platform for Class XII High School Students
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 1
(2025)
This research is based on the unavailability of learning media that can increase students’ interest and motivation to learn physics. This study aims to describe the feasibility and describe student responses to the digital module of comic-based static electricity material assisted by the MOOCs platform. This research is development research with reference to the ADDIE model (Analysis, Design, Development, Implementation, Evaluation). The research instruments used include expert validation questi...
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The Impact of Recruitment Strategies and Crew Competencies on Maritime Operational Performance: A Study of PT Sillo Maritime Perdana Tbk
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 30
, No 2
(2025)
The maritime sector is critical for global trade and economic development, yet challenges in workforce development persist, particularly in tanker operations handling dry bulk cargo like agricultural products. This research investigates the interplay between recruitment strategies, crew competencies, and ship operational performance, with a focus on PT Sillo Maritime Perdana Tbk, a key player in Indonesia’s offshore shipping sector. Addressing gaps in aligning workforce development with industry...
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Etika Keguruan dan Peranannya dalam Membangun Kepercayaan Siswa
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 1
(2025)
Teacher ethics serves as a crucial moral foundation for educators in establishing a conducive educational environment. It encompasses relationships between teachers and students, colleagues, parents, and the broader community. This article aims to examine the role of teacher ethics in building student trust, which is an essential aspect of successful teaching and learning processes. Employing a qualitative approach through literature studies, this research identifies key dimensions of teacher et...
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Building Structure Analysis Case Study Of Muhammadiyah Bima 2 Campus Building
Jurnal Teknik Sipil
Vol 17
, No 2
(2024)
. Perancangan dan pemodelan struktur merupakan unsur yang esensial pada suatu bangunan agar dapat menghasilkan struktur yang kuat, stabil, dan awet. Pada dasarnya struktur adalah benda kontinum yang memiliki derajat kebebasan tak terhingga sehingga harus dinyatakan sebagai model derajat kebebasan banyak. Tujuan Penelitian ini dilakukan untuk menganalisis kinerja struktur Gedung 2 Universitas Muhammadiyah Bima. Metode yang digunakan yaitu dengan melakukan pendekatan secara analisis menggunakan pe...
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Gaya Kepemimpinan Transformasional, Kompetensi dan Tingkat Kepuasan Kerja terhadap Kinerja Karyawan PT. Serlok Kopi Surabaya
CiDEA Journal
Vol 3
, No 2
(2024)
This research aims to prove and analyze the influence of transformational leadership, competency and level of job satisfaction on the performance of employees Serlok Kopi Surabaya partially or simultaneously. The population in this study was 55 respondents or all Serlok Kopi Surabaya employees. This research uses a sampling technique, namely a saturated sample using a data collection method through distributing questionnaires using quantitative data types. The method in this research uses the Va...
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Pengaruh Penerapan Kinerja Lingkungan Terhadap Return Saham (Studi Kasus pada Perusahaan-Perusahaan di Negara Berkembang Wilayah ASEAN yang Terdaftar di Bloomberg Periode 2014 – 2022)
Companies must consider environmental performance in the current global economic era in order to compete with other competitors. Environmental performance will provide signals for investors in their investment decisions that will affect the stock returns of related companies. The purpose of this study is to examine the influence of environmental performance on stock returns. The research method used is a quantitative research method using a paired sample t-test to see if there is a difference in...
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DO MACROECONOMICS AND COMMODITIES PREDICT STOCK MARKET? : An Evidence From GARCH Model
The stock market is a leading indicator and barometer of a nation’s economics and is influenced by a wide of factors, including macroeconomic conditions and global commodity prices. One of the consequential effects of the stock market is foreign exchange. International commodity prices, such as tin, may have an impact on the stock market too. Foreign exchange and the stock market are two significant components of the financial system, and the price of commodities has been a concern for industria...
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Pengaruh Gaya Kepemimpinan dan Komitmen Organisasi Kader PKK Terhadap Kinerja di Tim Penggerak PKK Desa Gogik Kecamatan Ungaran Barat
DHARMA EKONOMI
Vol 31
, No 1
(2024)
This study aims to analyze the influence of leadership style and organizational commitment on the performance of PKK cadres in the PKK Mobilization Team of Gogik Village, West Ungaran District. The participants in this study were active PKK cadres involved in organizational activities. The research employed a quantitative approach using multiple linear regression analysis to examine the relationship between the independent variables—leadership style and organizational commitment—and the dependen...
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