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Improving the Accuracy of House Price Prediction using Catboost Regression with Random Search Hyperparameter Tuning: A Comparative Analysis
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
Achieving a significant improvement over traditional models, this study presents a novel approach to house price prediction through the integration of Catboost Regression and Random Search Hyperparameter Tuning. By applying these advanced machine learning techniques to the King County Dataset, we conducted a thorough regression analysis and predictive modeling that resulted in a marked increase in accuracy. The baseline model, a conventional linear regression, provided a foundation for compariso...
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6 Sitasi
From Policy to Practice: How English Teachers Bridge the Gap in the Classroom
International Journal of Research in Education
Vol 4
, No 2
(2024)
This article explores teachers' implementation of the English Language Policy in Indonesian schools, as it has changed significantly in the last decade. We conducted this study in four public schools in the town of Banjarnegara and one private school in the town of Wonosobo, Central Java Province, Indonesia. In this study, we employed a descriptive-qualitative method. The data were obtained through interviews. The study addresses three research questions, i.e. how is the school policy on Englis...
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1 Sitasi
Analisis Sentimen Pada Twitter Terhadap Kualitas Udara Jakarta Menggunakan Metode NBC.
Jurnal Elektronika dan Komputer
Vol 17
, No 1
(2024)
According to the Jakarta Air Quality Index (AQI US) 12 July 2023, 200 indicates unhealthy air quality with an index value between 151 and 200. This figure even shows that Jakarta is currently the second most polluted city in Southeast Asia. (CNN Indonesia., 2023). This incident gave rise to responses from the public which were expressed via social media Twitter. From this incident, sentiment analysis was carried out regarding Jakarta's air quality. The amount of data used for this research was 5...
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STRATEGI GURU DALAM MENERAPKAN KEDISIPLINAN PADA KELAS VA SD NEGERI GAYAMSARI 02
Jurnal Sinektik
Vol 7
, No 1
(2024)
This study aims to determine the teacher's strategy in applying discipline through class agreements in the VA class of SD Negeri Gayamsari 02 Semarang. Researchers use a type of descriptive qualitative research. Sources of data were taken from students and teachers of SD Negeri Gayamsari 02. Data collection techniques used interviews, observation and documentation. Meanwhile, the data analysis techniques in this study were data reduction, data processing and drawing conclusions. The results of t...
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Characteristics of the MQ-135 Sensor for Testing Medium Speed Ship Engine Exhaust Gases
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
International Convention that regulates air pollution caused by shipping activities as is indicated in Annex VI. So far, many ships' exhaust gases still contain a lot of NOx and SOx gases which can damage the air and are one of the contributors to air pollution. The aim of this research is to analyse the use of the MQ-135 sensor as a ship exhaust gas detection sensor connected to an Arduino Uno and a computer. Testing ship exhaust gas was using the medium speed ship's main engine in the engine l...
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1 Sitasi
Karakteristik Sensori dan Kandungan Protein Putu Ayu Berbahan Air Kelapa dan Tepung Kulit Buah Naga Merah
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 16
, No 1
(2024)
The purpose of this research are 1) knowing the acceptability of putu ayu with coconut water and red dragon fruit peel flour which is most preferred by the panelists, 2) knowing the best recipe formula 3) knowing the protein content of putu ayu with coconut water and dragon fruit peel flour as ingredients. red is the panelists' favorite. This research method uses literature, documents, experiments, sensory evaluation and chemical tests. The results showed that putu ayu with coconut water a...
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Kegiatan Skrining Intensitas Gatal pada Populasi Lanjut Usia di Panti Lansia St. Anna
Ruslim, Welly Hartono
; Firmansyah, Yohanes
; Moniaga, Catharina Sagita
; Mashadi, Fladys Jashinta
; Gunaidi, Farell Christian
; Gracieene Gracienne
; Nathaniel, Fernando
Jurnal Suara Pengabdian 45
Vol 3
, No 2
(2024)
Pruritus, or itching, is a common symptom in seniors that has a significant impact on their quality of life. Primary skin disorders such as xerosis, atopic dermatitis, and scabies, as well as systemic diseases such as cancer, chronic renal failure, cholestasis, hyperthyroidism, diabetes mellitus, iron deficiency anemia, and certain medications, can cause this condition. Chronic pruritus, which is common in individuals over 60 years of age, can cause discomfort, sleep disturbances, and psychologi...
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Optimizing Image Media on Mathematics Learning Outcomes for High Grade Students in Elementary Schools
Buletin KKN Pendidikan
Vol 6
, No 1
(2024)
Learning media has an influence on learning success. Suitable learning media must be adapted to the abilities and development of the students the teacher will teach, so teachers must adapt the learning media to the students' needs. The research objectives are: 1) to describe the planning for the application of image media to fifth grade students at SD Negeri 02 Gempolan in mathematics subjects; 2) describe the implementation of learning for class V students at SD Negeri 02 Gempolan using image m...
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Prediksi Jumlah Sampah pada Sektor Informal di Provinsi Jawa Barat MenggunakanAlgoritma Regresi Linear
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 1
(2024)
Waste has become one of the most pressing global problems to be solved. Rapid population growth, urbanization, and consumerism have led to a significant increase in the volume of waste worldwide. This phenomenon not only affects the environment, but also touches the economic sector, health, and social life. West Java, as one of the provinces with the highest population density in Indonesia, faces great pressure regarding waste management. The province is experiencing a significant increase in th...
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Pengaruh Karakteristik Perusahaan Dan Karakteristik Auditor Terhadap Audit Report Lag
Jurnal Akuntansi, Keuangan dan Auditing
Vol 5
, No 1
(2024)
This research aims to analyze share price movements on the Indonesia Stock Exchange from 2018 to Abstract- The purpose of this writing is to examine and analyze the factors that influence auditor efficiency in completing the audit process which is proxied by audit report lag. The factors used in this research were selected by looking at company characteristics and auditor characteristics. Design/methodology/approach, company characteristics are proxied by Board Independence, financial condition,...
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