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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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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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RESPON KOMPONEN PRODUKSI TANAMAN TOMAT YANG DIBERI PERLAKUAN PUPUK ORGANIK PLUS
Yusuf, Mani
; Ekowati, Nurhening Yuni
; Adrianus, Adrianus
; Widijastuti, Rosmala
; Rizal, Abdul
; Anwar, Anwar
Mediagro: journal of agricultural sciences
Vol 20
, No 1
(2024)
Produksi tanaman tomat dipengaruhi oleh faktor lingkungan salah satunya kesuburan tanah. Tanah dengan kondisi yang subur dapat menghasilkan produksi yang optimal begitu juga sebaliknya tanah dengan kesuburan tanah rendah dapat menghasilkan produksi yang rendah pula. Penelitian ini bertujuan untuk mengkaji respon komponen produksi tanaman tomat yang diberi perlakuan pupuk organik plus. Penelitian ini dilaksanakan di Laboratorium Agroteknologi dan Screen House Program Studi Agroteknologi pada bula...
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STUDI KASUS IMPLEMENTASI PENGELOLAAN OPT DALAM RANGKA KEBERLANJUTAN EKOSISTEM PERTANIAN SERTA KAITANNYA TERHADAP PERAN PENYULUH DAN PRODUKTIVITAS PADI SAWAH DI KABUPATEN ASAHAN
Mediagro: journal of agricultural sciences
Vol 20
, No 1
(2024)
Plant Pest Organisms play an important role in plant growth and productivity. Therefore, the role of extension workers is very important in encouraging farmers to adopt sustainable management of plant pest organisms. The analytical method used was a descriptive research method with a case study approach in three rice production center sub-districts, Asahan Regency with a total sample of 368 farmers. The research results found that farmers have carried out sustainable management of Plant Pest Org...
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Penerapan Aplikasi Jamsostek Mobile (JMO) Pada Badan Penyelenggara Jaminan Sosial Ketenagakerjaan Bogor-Cileungsi
Jurnal Media Administrasi
Vol 9
, No 1
(2024)
The JMO application is a digital-based social security service system in the form of mobile apps. In its application, the JMO application still has many problems, one of which is when logging into the JMO application, you still have to wait a few moments to enter the menu display, in the data updating feature, especially at the stages of biometric verification and system development, but it does not provide significant changes in terms of both features and application view. The research aims to...
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Edukasi Pencegahan Kekerasan Seksual pada Peserta Didik SMA Plus Ar Raudah Purwakarta
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 1
(2024)
Sexual violence is an act that humiliates, insults, harasses, attacks a person's body or reproductive function, due to unequal power or position relations. There are various types of violence such as physical violence, psychological violence, sexual violence, trafficking, etc. The impact of violence includes physical, emotional and psychological trauma for the victim. Preventing sexual violence is a shared responsibility and requires cooperation from various parties, including government, educat...
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STRATEGI KOMUNIKASI PEMASARAN DESA WISATA MELALUI MEDIA SOSIAL DESA PAKAHAN, JOGONALAN, KLATEN
Cristina Nur Wijayanti
; Ali Arif Setiawan
; Widyantoro Yuliatmojo
; Wahjoe Mawardiningsih
; Jeratallah Aram Dani
; Sri Wahyu Ening Handayani
; Setyo Purwanto
Empowerment Journal
Vol 4
, No 1
(2024)
Pandemi Covid-19 yang sudah memakan waktu lebih dari satu tahun berdampak pada segala sendi kehidupan, masyarakat berubah dan menyesuaikan diri dengan era New Normal yang harus taat terhadap protocol Kesehatan. Tak terkecuali aktivitas perekonomian sampai pada pada hiburan dan cara menikmatinya. Masyarakat mulai berfikir kreatif dalam mensiasati tingkat stress yang tingia kibat perubahan pola hidup yang signifikan. Pariwisata adalah satu sector yang sangat terdampak, masyarakat enggan berpergian...
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Upaya Guru Bimbingan dan Konseling dalam Menumbuhkan Minat Belajar Siswa Pasca Pandemi Covid-19 di MAN 1 Agam
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 3
, No 1
(2024)
This research is motivated by the existence of problems that occur at MAN 1 Agam, namely learning interest is one of the factors that is very important for the success of learning that students have, interest arises from within the students themselves. Factors from outside the interest in learning are how the teacher teaches. The role of the teacher is very important to foster student interest in learning, one of which is by teaching in a fun way, providing constructive motivation. The pur...
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Hubungan Praktik Pemberian ASI Eksklusif dan Pemberian MP ASI terhadap Kejadian Diare di Wilayah Kerja Puskesmas Gondang
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 1
(2024)
Diarrheal disease is the second leading cause of death in toddlers worldwide with the death of around 525,000 children under five each year. Diarrhoea can last several days and can result in dehydration or lack of fluids necessary for survival. Diarrhoeal diseases still often cause extraordinary events with a large number of sufferers in a short time. The purpose of this study was to determine the relationship of exclusive breastfeeding and weaning food practices to the incidence of diarrhoea in...
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