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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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Hubungan Penerapan Media Kahoot Dengan Minat Belajar Peserta Didik Dalam Pembelajaran Sejarah Kelas X SMKN 3 Pontianak
JURNAL PENDIDIKAN
Vol 33
, No 1
(2024)
Tujuan penelitian inil adalah guna mengetahui apakahl terdapat hubunganl media kahoot dengan minatl belajar pesertal didik. Penelitianl ini dilaksanakanl dengan menggunakanl metode lkuantitatif. Populasi padal penelitian inil adalah peserta didik kelas X SMKN 3 Pontianak. Terdapat 2 sampel pada penelitian, yakni kelasl eksperimen danl kelas kontroll yang diambill dengan teknikl Probability Sampling Jenis Cluster Sampling (Area Sampling). Data penelitianl diperoleh melalui angket, observasi serta...
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Perubahan Paradigma Guru Dalam Kurikulum Merdeka di Sekolah Dasar
JURNAL PENDIDIKAN
Vol 33
, No 1
(2024)
Perubahan kurikulum terjadi secara dinamis sesuai dengan perkembangan zaman. Perubahan paradigma diperlukan oleh guru dapat menyesuaikan diri dengan tuntutan zaman dalam menghadapi dinamika pendidikan yang terus berubah. Tujuan penelitian ini untuk mendeskripsikan perubahan paradigma guru dalam menerapkan Kurikulum Merdeka di Sekolah Dasar. Metode penelitian yang digunakan dalam penelitian ini adalah deskriptif kualitatif dengan pendekatan studi kasus. Penelitian dilakukan di SD Negeri Bulukanti...
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PENINGKATAN PARTISIPASI POLITIK GENERASI MUDA DALAM KEHIDUPAN BERDEMOKRASI DI KELURAHAN DARI KECAMATAN PLUPUH KABUPATEN SRAGEN
The Community
Vol 1
, No 2
(2024)
This community service program focuses on increasing youth political participation in democratic life in Kelurahan Dari, Kecamatan Plupuh, Kabupaten Sragen. The program aims to provide knowledge on the concepts and strategies of political participation. Through methods like lectures, discussions, and Q&A sessions, the participants, consisting of local youth and community leaders, are expected to gain insights into enhancing their role in political processes. The results are anticipated to im...
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Training on Making Hand Washing Liquid Soap from Green Tea at PKK Mothers in Kranggan Village, Polanharjo, Klaten as an Effort to Improve Community Health and Economy
Jurnal Pengabdian Teknologi Tepat Guna
Vol 5
, No 1
(2024)
Abstract: Green tea is a plant that contains phytochemicals, namely polyphenols, alkaloids, volatile oils, polysaccharides, amino acids, lipids, and vitamin C. Flavonoids have antioxidant, anti-inflammatory, anti-allergic, and antibacterial activity. These advantages can be increased in terms of benefits and economic value by making it in the form of liquid soap. The addition of green tea is expected to increase the antioxidant effect of the soap preparations made. The study aims to provide trai...
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Literature Review : Factors Affecting Birth Weight and its Management
Gaster
Vol 22
, No 1
(2024)
The literature review has the aim of reviewing and comparing the similarities of several research results regarding the factors that influence the occurrence of low birth weight babies and their management methods in several hospitals in Indonesia. Literature review method with this study was carried out by conducting a literature review by searching several national journals. Literature search using several keywords, namely "low birthweight (LBW)", "infants", "management of LBW" for 10 literatu...
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Motivation and Nurses' Fulfillment of Critical Patients' Family Needs in the Intensive Care Unit
Gaster
Vol 22
, No 1
(2024)
Background: Family members may experience physical and psychological side effects, such as poor hygiene, sleep disturbances, appetite loss, anxiety, sadness, and post-traumatic stress disorder (PTSD), if they are around critically ill patients who were treated in intensive care units. Ensuring family needs are met during patients' stays in the intensive care unit can help to lessen the negative impacts. Objective: The aim of this study is to determine whether nurse motivation and meeting the nee...
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Anemia Reduction Program In Adolescents: Scoping Review
Gaster
Vol 22
, No 1
(2024)
Introduction : Anemia is a health problem that causes sufferers to experience fatigue, fatigue and lethargy. Anaemia is estimated to affect half a billion women 15–49 years of age in worldwide and in indonesia the prevalence of anemia in adolescents is 32%, This article aims to identify programs related to the treatment of anemia in adolescents, support and obstacles in the implementation of anemia reduction programs. Method: This article used Arshey & O’Malley Framework; selecting articles...
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Pengaruh Ketinggian Lokasi Penanaman Terhadap Sifat Kimia dan Sensori Citarasa Kopi Robusta (Coffea canephora L)
Jurnal Agrifoodtech
Vol 2
, No 2
(2024)
The chemical characteristics and sensory attributes of Robusta coffee are influenced by the environment of the coffee plant grows, one of the influencing factors is the altitude plantation locations. The aim of the research was to determine the effect of the land altitude of plantation location on the physicalchemical properties and sensory taste of Robusta coffee. This research used a Completely Randomized Design (CRD) with four (4) treatments based on altitude of the Robusta coffee plant...
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