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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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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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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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ANALISIS KOMPARASI DAN FAKTOR SOSIAL EKONOMI PETANI PADI YANG MEMENGARUHI PENERAPAN SISTEM TANAM JAJAR LEGOWO DI KECAMATAN MUNCAR
Mediagro: journal of agricultural sciences
Vol 20
, No 1
(2024)
Penerapan PTT melalui intensifikasi dengan sistem tanam jajar legowo merupakan upaya untuk meningkatkan produksi padi. Namun, tidak semua petani mengadopsi jajar legowo dan lebih memilih menggunakan sistem tanam ubin atau tegel/konvensional yang dapat berdampak pada struktur biaya dan hasil produksi sehingga pendapatan akan berbeda. Evaluasi diperlukan untuk keberlanjutan dari adopsi jajar legowo oleh petani yang dipengaruhi berbagai faktor diantaranya faktor sosial ekonomi. Penelitian ini bertu...
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Pengaruh Physical Evidence Terhadap Keputusan Berkunjung Pada Café Okinawa di Kecamatan Makale
Transformasi: Journal of Economics and Business Management
Vol 3
, No 1
(2024)
This study aims to determine the effect of physical evidence on the decision to visit Okinawa cafes. This research is a quantitative descriptive research that aims to analyze and describe the effect of physical evidence. The population in this study are the owners and visitors of Okinawa cafes. The research conducted was to collect data related to the variables studied through literature research and field research. The data collection technique used is a questionnaire. The data testing techniqu...
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Evaluasi Work From Home Selama Masa Pandemi Covid-19 Di Kantor BPJS Ketenagakerjaan Mampang
Jurnal Media Administrasi
Vol 9
, No 1
(2024)
Work From Home or working from home is the policy of the government of the Republic of Indonesia in handling cases of the spread of Covid-19 in Indonesia. The first Covid-19 case occurred in Indonesia in 2020, this made the Indonesian government create a large-scale social restriction policy which made all workers, both government and private, change their work system to Work From Home. BPJS Employment Mampang branch is a government agency that provides social security services to all workers in...
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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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Pendampingan Strategi Pemasaran pada UMKM Keripik Cijanggot dalam Meningkakan Penjualan
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 1
(2024)
Chips are a food that is loved by Indonesian people. Chips are a favorite snack and there are many different types and variants. In Purwakarta there is a famous MSME Chips called Cijanggot Chips. To be precise, it comes from Cipinang Village, Cibau District. There are several products from Cijangot Chips, namely cassava chips, potato chips and chocolate banana chips. In its business activities, Cijanggot Chips UMKM still uses traditional methods, namely by marketing manually to distribution loca...
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Faktor-Faktor Yang Berhubungan Dengan Tingkat Kecemasan Orang Tua Dengan Anak Kejang Demam Di Rumah Sakit Bakti Timah Karimun
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 1
(2024)
Anxiety is a subjective experience of the individual and cannot be observed directly and is an emotional state without a specific object. This anxiety can occur in parents because parental anxiety can be influenced by several factors, one of which is the life of their child. Febrile seizures are seizures that occur when body temperature rises above 38°C. Objective: to find out what factors are related to the level of anxiety of parents with children with convulsive fever at the Bakti Timah Karim...
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