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Enhancing Lung Cancer Classification Effectiveness Through Hyperparameter-Tuned Support Vector Machine
Gomiasti, Fita Sheila
; Warto, Warto
; Kartikadarma, Etika
; Gondohanindijo, Jutono
; Setiadi, De Rosal Ignatius Moses
Journal of Computing Theories and Applications
Vol 1
, No 4
(2024)
This research aims to improve the effectiveness of lung cancer classification performance using Support Vector Machines (SVM) with hyperparameter tuning. Using Radial Basis Function (RBF) kernels in SVM helps deal with non-linear problems. At the same time, hyperparameter tuning is done through Random Grid Search to find the best combination of parameters. Where the best parameter settings are C = 10, Gamma = 10, Probability = True. Test results show that the tuned SVM improves accuracy, precisi...
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27 Sitasi
Aplikasi Mulsa Bawah Tanah Pada Budidaya Jagung Manis (Zea mays L. Saccharata)
Mediagro: journal of agricultural sciences
Vol 20
, No 1
(2024)
Traditional mulching practices primarily involve the surface application of mulch materials. However, underground mulching offers a novel approach to enhance weed control, moisture retention, and nutrient management while optimizing crop yields. This research aims to explore the implementasion of underground mulch in sweet corn cultivation within Kediri Regency, Indonesia from April to July of 2022. We conducted field experiments to evaluate the impact of underground mulch on sweet corn growth c...
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ANALISIS NILAI TAMBAH DAN GAMBARAN BUSINESS MODEL CANVAS AGROINDUSTRI KERIPIK TEMPE SAGU (STUDI KASUS PADA UD. SAFNUR KABUPATEN BANJARNEGARA)
Sarno, Sarno -
; Solekan, Muhamad
; Kinding, Dwi Putriana Nuramanah
; Pujiyanto, M. Aris
; Prabowo, Rossi
Mediagro: journal of agricultural sciences
Vol 20
, No 1
(2024)
UD. Safnur is one of the agro-industries that focus on processing tempe sago chips in Banjarnegara Regency. The problems faced are limited technology, labor shortages, marketing, and the strategies and business models used do not have clear directions and goals. The research aims to determine the added value and determine the business model canvas of sago tempeh chips agro-industry UD. Safnur. The basic research methods used are case study method, descriptive method, and Participatory Action Res...
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Evaluation of the Quality of Pharmaceutical Services in Private Hospitals in Sukoharjo in 2023
Gaster
Vol 22
, No 1
(2024)
Introductory: Minimum Service Standards are very important because they are a benchmark for the performance of health services provided in hospitals. Objective:This study aims to evaluate the quality of pharmaceutical services at the Private Hospitals in Sukoharjo based on indicators of waiting time for ready-made and compounded medicine services, customer satisfaction, and writing prescriptions according to the formulary. Method:This research is non-experimental research with observational rese...
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Kegiatan Kokurikuler Mendukung Pendalaman Materi Siswa di SMA Negeri 1 Jakenan
Vol 2
, No 2
(2024)
Co-curricular activities are activities carried out outside curricular and extracurricular hours. This study aims to discover that co-curricular activities support the deepening of student material. The method used in this study is a qualitative method of experimentation. The data in this study collected data using field experiments. As for data management using content analysis. In this study, the author found four co-curricular activities that can support the deepening of student material:...
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Group Guidance Services on Attention Getting Behaviors in Class XI Automotive at SMK Negeri 1 Kalijambe in the 2022/2023 academic year.
MEDI KONS
Vol 9
, No 1
(2024)
Abstract: This study aims to determine the role of Group Guidance Services on Attention Getting Behaviors in Class XI Automotive at SMK Negeri 1 Kalijambe in the 2022/2023 academic year.This study uses the Guidance and Counseling Action Research (PTBK) method. It was held at SMK Negeri 1 Kalijambe, Sragen. The subjects in this study were 9 students of class XI. This research was carried out for 3 (three) cycles. Each cycle consists of 4 (four) stages, namely planning, action, observation and ref...
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Efektivitas Konsumsi Perasan Air Jeruk Nipis Hangat dalam Mengurangi Emesis Gravidarum pada Ibu Hamil Trimester 1 di PMB I Tahun 2023
Jurnal Ilmu Kebidanan dan Kesehatan
Vol 15
, No 1
(2024)
Emesis gravidarum merupakan gejala mual dan disertai muntah yang terjadi pada awal kehamilan yang disebabkan karena terjadinya peningkatan kadar hormon estrogen dan progesteron yang diproduksi oleh Human Chorionic Gonadotropin (HCG) dalam serum dari plasenta. Emesis gravidarum dapat menimbulkan adalah penurunan nafsu makan yang mengakibatkan perubahan keseimbangan elektrolit pada ibu sehingga. janin akan kekurangan nutrisi dan cairan, hal tersebut dapat menyebabkan berat bayi lahir rendah dan pr...
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Analisis Penentuan Keuntungan Berdasarkan Etika Bisnis Di Indonesia
Public Service And Governance Journal
Vol 5
, No 1
(2024)
Business ethics can be defined as knowledge about the ideal procedures for regulating and managing a business that takes into account norms and morality that apply universally and economically/socially, and the application of these norms and morality supports the aims and objectives of business activities. Determining profits based on business ethics is not always easy, so companies must pay attention to the fact that implementing business ethics is very important, because this can provide long-...
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Kegiatan kokurikuler mendukung pendalaman materi siswa di SMA Negeri 1 Jakenan
JISABDA: Jurnal Ilmiah Sastra dan Bahasa Daerah, serta Pengajarannya
Vol 5
, No 1
(2024)
Co-curricular activities are activities carried out outside curricular and extracurricular hours. This study aims to find out that co-curricular activities support the deepening of student material. The method used in this study is a qualitative method of experimentation. In this study, data collection used field experiments. As for data management using content analysis. In this study, the author found four co-curricular activities that can support the deepening of student material, namely MOPD...
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Perbandingan Daya Dukung Tanah Pondasi Dangkal Menggunakan Metode Terzaghi, Mayerhoff dan Plaxis 2D
Jurnal Teknik Sipil
Vol 16
, No 2
(2023)
Daya dukung tanah merupakan kemampuan tanah dalam menahan tekanan atau beban dari struktur atas bangunan dengan aman tanpa menimbulkan kegalalan ataupun penurunan. Beberapa metode digunakan untuk menganalisis daya dukung tanah, diantaranya yaitu dengan metode Terzaghi, Mayerhoff, Hasen, Vesic, Oshaki dan menggunakan software dengan parameter dan hasil yang berbeda. Tujuan penelitian ini untuk mengetahui perbandingan daya dukung tanah pondasi dangkal menggunakan metode Terzaghi, Mayerhoff dan sof...
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