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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
IMPLEMENTASI STRATEGI HUMAS DPRD SURAKARTA DALAM MEDIA SOSIAL INSTAGRAM
Jurnal Komunitas (Komunikasi Tiada Batas) : Jurnal Ilmu Komunikasi
Vol 10
, No 1
(2024)
The Surakarta DPRD (parliament) Public Relations utilizes Instagram social media to implement public relations strategies in building public opinion. The use of Instagram social media by the Surakarta DPRD public relations in publishing activities is less able to implement a public relations strategy. It can be seen from un up to date Instagram uploads of the Surakarta DPRD of their activities to build public opinion. The research aims to explain the implementation of the Surakarta City DPRD's p...
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Peran Humas BNNK Surakarta Dalam Mencegah Penyalahgunaan Narkotika melalui Unggahan Informasi dan Edukasi di Media Sosial Instagram
Jurnal Komunitas (Komunikasi Tiada Batas) : Jurnal Ilmu Komunikasi
Vol 10
, No 1
(2024)
Humas BNNK Surakarta mulai memanfaatkanInstagram untuk menyampaikan informasi dan edukasiterkait dengan berbagai upaya sosialisasi pencegahanpemberantasan peredaran gelap narkotika (P4GN). Penelitian ini bertujuan peran humas badan narkotikanasional kota surakarta dalam mencegahpenyalahgunaan narkotika melalui unggahan informasidan edukasi di media sosial instagram. Penelitian inimerupakan penelitian deskriptif. Teknik analisis data yang digunakan dalam penelitian ini adalah teknikanalisis data...
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Implementasi Manajemen Bisnis Dalam Novel Lupus: Lupus n’Work Karya Hilman
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 1
(2024)
Business management is the science and practice that encompasses planning, organizing, directing, and controlling organizational resources to achieve established goals. It involves coordinating various aspects of business activities to ensure the sustainability, growth, and success of the organization. In the novel titled "Lupus N’Work" by Hilman, Lupus and his friends intend to establish a business that arises from their desire not to depend on others and to increase their allowances. However,...
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1 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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STRATEGI PENGEMBANGAN USAHATANI SAYURAN DAUN DI KECAMATAN MERAWANG KABUPATEN BANGKA
Mediagro: journal of agricultural sciences
Vol 20
, No 1
(2024)
Pemenuhan akan kebutuhan sayuran yang berkualitas bagi masyarakat tentunya tidak mudah dan harus dilakukan dengan upaya maksimal, hal ini terjadi dikarenakan terdapat tantangan yang dihadapi oleh sektor pertanian yaitu krisis iklim, peningkatan jumlah penduduk, kepadatan penduduk, keterbatasan lahan pertanian, laju urbanisasi yang tinggi, perekonomian yang melemah, fluktuasi harga pangan dan hortikultura. Sedangkan permasalahan yang dihadapi petani dalam pengembangan usahatani meliputi aspek lah...
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PERSEPSI PETANI TERHADAP PELAKSANAAN PEREMAJAAN KELAPA SAWIT RAKYAT (STUDI KASUS : DESA KAMPUNG BARU, KECAMATAN BILAH BARAT, KABUPATEN LABUHANBATU)
Mediagro: journal of agricultural sciences
Vol 20
, No 1
(2024)
This research was conducted in Kampung Baru Village, West Bilah District, Labuhanbatu Regency with the research title "Farmers' Perceptions of the Implementation of People's Oil Palm Rejuvenation (Case Study: Kampung Baru Village, West Bilah District, Labuhanbatu Regency)" in August 2022. The purpose of this research is to analyze how farmers' perceptions of the implementation of community oil palm rejuvenation in the research area of Kampung Baru Village. The data collected in this study consis...
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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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FAKTOR YANG MEMPENGARUHI PRODUKSI PEMBESARAN UDANG VANAME (Litopenaeus vannamei) DI KECAMATAN KALIWUNGU KABUPATEN KENDAL
Mediagro: journal of agricultural sciences
Vol 20
, No 1
(2024)
Vaname Shrimp, also known as Litopenaeus vaname, is one type of shrimp that has the highest appetite and fast growth. However, their size when mature is smaller than Windu shrimp. This research aims to analyze the variables that influence vaname shrimp production in Kaliwungu District Kendal regency. The sampling method was a saturated sampling method, where the sample for this research is the entire population of vaname shrimp cultivators totaling 29 people. The data source used is primary data...
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Analisis Perhitungan Harga Perolehan Dan Harga Jual Guna Menentukan Pajak Pertambahan Nilai Atas Perubahan Tarif 10% Menjadi 11%
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 2
(2024)
This research aims to determine the calculation of acquisition price and selling price in order to determine value added tax. The analytical method used in this research is descriptive quantitative. This research data is qualitative and quantitative. Researcher data collection techniques are interviews and documentation. The research variables are acquisition price, selling price, and value added tax. The results of the research show that UD. Meteor in calculating the acquisition price is not co...
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