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Comparative Analysis of Classification Models for Competencies Certification: A Data Mining Approach
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
This study elaborates the application of various machine learning (ML) algorithm models to identify the classification of employee competency to take the competency certification needed to support the work. The goal is to choose the best ML model to improve accuracy, scalability, and fairness. The algorithms to be tested in this study are Logistic Regression, SVM, KNN, and Naive Bayes as traditional algorithms with Random Forest as an ensemble algorithm. This study took data from 13,830 employee...
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EVALUASI MUTU FISIK SEDIAAN KAPSUL GAMAT EMAS (Stichopus Variegatus)
Jurnal Ilmiah Kesehatan Ar-Rum
Vol 10
, No 1
(2025)
Gamat Emas merupakan kekayaan hewani di laut Indonesia dan sering digunakan sebagai obat. Kapsul merupakan sediaan oral yang praktis dan banyak di pasaran maka dari itu Penelitian ini bertujuan untuk mengetahui mutu sediaan secara fisik dan mengevaluasi sediaan kapsul Gamat Emas (Stichopus Variegatus). Pengujian mutu sediaan merupakan evaluasi apakah sediaan tersebut layak atau tidak untuk dipasarkan. Hasil penelitian menunjukkan bahwa uji keseragaman bobot sediaan kapsul memenuhi kriteria bobot...
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Analisis kinerja PT Bank Syariah Indonesia Tbk melalui pendekatan Balanced Scorecard
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 3
, No 2
(2025)
The Balanced Scorecard (BSC) approach enables a more holistic performance evaluation by considering non-financial aspects as equally important as financial indicators. Findings from this study indicate that PT Bank Syariah Indonesia Tbk (BSI) has not only achieved strong financial performance following the merger, but has also demonstrated significant progress in other strategic dimensions. From the financial perspective, BSI recorded solid profitability with an average Net Profit Margin (NPM) o...
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PENDAMPINGAN PENYUSUNAN PETA DESA PAGERANDONG, KECAMATAN KALIGONDANG, KABUPATEN PURBALINGGA
Saputra, Aditya Saputra
; Danardono, Danardono
; Sunariya, M Iqbal Taufiqurrahman
; Hussein, Stevie
; Setiawan, Ilyas Nur
; Farida, Rahma Afifah Nur
Abdi Geomedisains
Vol 5
, No 2
(2025)
Since the emergence of the Minister of Villages, Development of Disadvantaged Regions and Transmigration Regulation Number 4 of 2015 concerning the establishment, management, management and dissolution of Village-Owned Enterprises (BUMDES), villages have been indirectly given full authority to manage and develop their potential to become a successful village. independent with a high level of original village income. Each village will be allocated a certain amount of funds from the central govern...
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Pendampingan Drone Mapping Untuk Membantu Mitigasi Bahaya Banjir Rob di Kawasan Pesisir Kabupaten Tegal, Jawa Tengah
Saputra, Aditya
; Danardono, Danardono
; Wibowo, Afif Ari
; Surachman, Dedi
; Altair, Garin Rachmad
; Al-Ghowazi, Sholakhuddin Akhmad
; Natsir, Muhammad
Abdi Geomedisains
Vol 5
, No 1
(2024)
The phenomenon of tidal flood in the northern coastal areas of Java Island, which frequently occurs nowadays, is likely a consequence of rising sea levels due to global warming. The phenomena of urbanization and industrialization in the northern coastal areas of Tegal Regency can also contribute to the increase in built-up areas, adding pressure to the land surface in the coastal regions. Additionally, intensive groundwater extraction is occurring in densely populated coastal areas due to variou...
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