25 research outputs found
KOMPARASI ALGORITMA BERBASIS NEURAL NETWORK DALAM MENDETEKSI PENYAKIT HEPATITIS
Get PDFHepatitisis aninfectious disease of the liverand is very dangerous in the world, several studies have been conducted to correctly diagnose patients is unknown but the most accurate method in predicting disease hepatitis in patients. In this study a comparison algorithm Multilayer Perceptron (MLP) and Support Vector Machine (SVM) algorithms to determine the most accurate in predicting disease hepatitis. This study uses secondary data in the form of hepatitis disease data obtained from the University of California Irvine Machine Learning repository of data. Testing the algorithms are carried out by using software that is known that rapidminer algorithm Support Vector Machine (SVM) has the highest value of accuracy is 90.64%, while the algorithm Multilayer Perceptron (MLP) has an accuracy of 84.38%. Thus the algorithm Support Vector Machine (SVM) to predic the hepatitis disease better
Implementasi Standar Pelayanan Minimal Bidang Kesehatan Di RSUD Kota Baubau
Get PDFThe hospital has a strategic role in the effort to accelerate the improvement of public health degree. The new para-digm of health care requires hospitals provide quality services according to the needs and wishes of the patient withreference to the code of professional conduct and medical. Performance of health care organizations typically use aminimum standard criteria of service in accordance with the Regulation of the Minister of Health No. 741 / Menkes /Per / VII / 2008. These regulations outline covers; a) basic health services, b) health care referrals, c) epidemiologicalinvestigation and prevention of outbreaks and d) health promotion and community development. The purpose of thisstudy was to determine the implementation of the minimum service standards in the field of health referral at RSUDBaubau and to determine the factors that affect the minimum service standard reference in the field of health at RSUDBaubau. The method used in this research is descriptive qualitative. The data collection techniques in this research isinterview and documentation. Meanwhile, the techniques used to analyze the data in this study is a descriptive analysistechniques. This analysis includes data checking, data grouping, data checking, data analysis and conclusion. Theresults of this experiment showed that the implementation of the minimum service standards in the field of healthreferral at RSUD Baubau has been good. A slight lack of implementation of the health sector MSS reference in RSUDBaubau is the amount of human resources required. The factors that affect the implementation of minimum servicestandard reference in the field of health, namely RSUD Baubau; Communication, disposition and bureaucratic struc-ture. As for the factor of resources because there is still a shortage of only 80% to meet the needs of humanresources at RSUD Baubau
Komparasi Algoritma Berbasis Neural Network Dalam Mendeteksi Penyakit Hepatitis
No full textPenyakit aninfectious Hepatitisis dari liverand sangat berbahaya di dunia,
beberapa studi telah dilakukan untuk benar mendiagnosa pasien tidak diketahui tetapi
metode yang paling akurat dalam memprediksi hepatitis penyakit pada pasien. Dalam
penelitian ini algoritma perbandingan Multilayer Perceptron (MLP) dan Support Vector
Machine (SVM) algoritma untuk menentukan yang paling akurat dalam memprediksi
hepatitis penyakit. Penelitian ini menggunakan data sekunder berupa data penyakit
hepatitis yang diperoleh dari University of California Irvine Machine Learning repositori
data. Pengujian algoritma dilakukan dengan menggunakan perangkat lunak yang
diketahui bahwa algoritma RapidMiner Support Vector Machine (SVM) memiliki nilai
tertinggi akurasi adalah 90,64%, sedangkan algoritma Multilayer Perceptron (MLP)
memiliki akurasi 84,38%. Jadi algoritma Support Vector Machine (SVM) untuk predic
penyakit hepatitis yang lebih baik
EFEKTIVITAS DESAIN UI/UX SISTEM DAW (DIGITAL AUDIO WORKSTATION) PADA PRODUKTIVITAS PENGGUNA
Get PDFDigital Audio Workstation (DAW) merupakan perangkat lunak yang penting bagi produser musik untuk merekam, mengedit, serta menciptakan karya berupa audio. Penelitian ini bertujuan untuk membandingkan desain antarmuka pengguna (UI) dan pengalaman pengguna (UX) dua DAW yang populer karena sering digunakan, yaitu FL Studio dan Ableton Live, guna memahami pengaruh desain antarmuka terhadap efisiensi dan kenyamanan pengguna. Metode penelitian yang digunakan melibatkan serangkaian pengujian praktis dan kuisioner yang dilakukan terhadap lima partisipan dengan tingkat pengalaman berbeda. Hasil penelitian menunjukkan bahwa FL Studio lebih unggul dalam hal efisiensi waktu penyelesaian tugas, sementara Ableton Live memberikan kenyamanan penggunaan dalam jangka panjang berkat antarmuka yang lebih terorganisir. Temuan ini memberikan wawasan bagi produser musik sebagai panduan dalam memilih DAW yang sesuai dengan kebutuhan produktivitas dan kenyamanan mereka
Hubungan Panjang Tungkai dan Power Otot Tungkai dengan Kemampuan Tendangan Penalty
Get PDFThis study aimed to determine the correlation of leg length, leg muscle power and with the result of penalty kicks in the game of football on extracurricular students in SMA city 13 Bandar Lampung. The research method was descriptive correlation. The population was athletes or students SMA city 13 Bandar Lampung city, amounting to 20. Data collection techniques in this study was one shoot model or one time data capture and data analysis techniques using product moment correlation. The results showed correlation of limb length with the result of penalty kick accuracy of 56.25% Then the correlation coefficient of leg muscle strength with a penalty yield of 67.24%, Of the two variables, the largest contribution to penalty kick result is leg muscle power that is equal to 67,24%. The results it can be concluded that long leg and leg muscle power with penalty.Penelitian ini bertujuan untuk mengetahui hubungan panjang tungkai, power otot tungkai dan dengan hasil tendangan penalty dalam permainan sepakbola pada siswa ekstrakulikuler di sma negri 13 Bandar Lampung. Metode penelitian yang digunakan adalah deskriptif korelasional. Populasi yang digunakan adalah atlet atau siswa sekolah sma negri 13 Bandar Lampung yang berjumlah 20. Teknik pengumpulan data pada penelitian ini adalah one shoot model atau satu kali pengambilan data dan teknik analilis data menggunakan korelasi product moment. Hasil penelitian menunjukan korelasi panjang tungkai dengan hasil ketepatan tendangan penalty sebesar 56,25% kemudian koefesien korelasi kekuatan otot tungkai dengan hasil tendangan penalty sebesar 67,24%. Dari ke dua variabel tersebut kontribusi terbesar terhadap hasil tendangan penalty adalah power otot tungkai yaitu sebesar 67,24%. Dari hasil penelitian dapat disimpulkan bahwa panjang tungkai dan power otot tungkai memiliki hubungan yang signifikan dengan hasil kemampuan tendangan penalty.Kata kunci: panjang tungkai, power tungkai, tendangan penalt
PENERAPAN APLIKASI SISTEM KOMPARASI METODE K-NEAREST NEIGHBOR DAN NEURAL NETWORK DALAM MENENTUKAN KEPUASAN PELAYANAN WALI MURID PADA SEKOLAH DASAR
Get PDFThis study aims to create a school service system to guardians, with comparative research or comparative study that is by comparing the KNN and Neural Network will be known whether the school service to the student guardian satisfactory or not.This research activity, conducted by collecting library materials related to the taking of the title. Furthermore, researchers also directly visited the place of research to conduct surveys and do data retrieval that will be used in further research.With this research, the school will be able to make quicker decisions to provide services to guardians. This study used Comparative Method K-Nearest Neighbor And Neural Network. The process of data retrieval for this research is taken through administrative services, learning process and learning outcomes. Thus the data of this school service will be very helpful in decision making by the school
Hubungan Daya Tahan Otot Lengan dan Daya Tahan Otot Tungkai Terhadap Kecepatan Renang Gaya Dada
Get PDFThe purpose of this research is to know the relationship between endurance of arm muscle and leg muscle endurance to speed of breaststroke. The research method used in this research is correlational descriptive method. Population in this research is student penjaskesrek of University of Lampung in year 2016, while sample of research is 34 student of Class of Penjaskesrek of Lampung University of year 2016. The data is collected by push and pull dynamometer, leg dynamometer, and 50-meter breaststroke. The technique of data analysis using quantitative analysis is product moment correlation formula. The results showed that there was a significant relationship between endurance of arm muscle and leg muscle endurance to speed of breaststroke.Tujuan penelitian adalah untuk mengetahui hubungan daya tahan otot lengan dan daya tahan otot tungkai terhadap kecepatan renang gaya dada. Metode penelitian yang digunakan dalam penelitian ini adalah metode deskriptif korelasional. Populasi dalam penelitian ini adalah mahasiswa penjaskesrek Universitas Lampung tahun 2016, sedangkan sampel penelitian adalah 34 mahasiswa putra Kelas A penjaskesrek Universitas Lampung tahun 2016. Instrumen pengumpul data menggunakan push and pull dynamometer, leg dynamometer, renang gaya dada 50 meter. Teknik analisis data menggunakan analisis kuantitatif yaitu rumus korelasi product moment. Hasil penelitian menunjukkan bahwa terdapat hubungan yang signifikan antara daya tahan otot lengan dan daya tahan otot tungkai terhadap kecepatan renang gaya dada.Kata kunci: daya tahan otot lengan, daya tahan otot tungkai, kecepatan renang gaya dad
HUBUNGAN KELENTUKAN TUBUH DAN KECEPATAN REAKSI DENGAN KETERAMPILAN MENGIRING BOLA PERMAINAN SEPAKBOLA
Get PDFThis study aimed to determine the relationship of flexibility and reaction to football dribbling skills. The methodology used was descriptive correlational method. The sample used was student football extracurricular in SMK Yadika Bandar Lampung academic year 2015 which population was 25 students. From the results of the research there is a significant relationship between flexibility against football dribbling skills in the game of football of 0.75 (56.25%) and significant relationship reaction to football dribbling skills in the game of football on the student of football extracurricular in SMK Yadika Bandar Lampung academic year 2015 amounted to 0.82 (67.25%). The conclusion of this study is the flexibility and reaction gives a positive relationship to football dribbling skills in the game of football on football extracurricular academic year 2015.Penelitian ini bertujuan untuk mengetahui hubungan kelentukan dan reaksi terhadap keterampilan mengiring bola. Metodologi penelitian yang digunakan adalah metode deskriptif korelasional. Sampel yang digunakan adalah siswa ekstrakulikuler sepakbola SMK Yadika Bandar Lampung tahun ajaran 2015 yang populasinya berjumlah 25 siswa. Dari hasil penelitian didapat bahwa adanya hubungan yang signifikan antara kelentukan terhadap keterampilan mengiring bola pada permainan sepakbola sebesar 0,75 (56,25 % ) dan adanya hubungan yang signifikan reaksi terhadap keterampilan mengiring bola pada permainan sepakbola pada siswa ekstrakulikuler sepakbola SMK Yadika Bandar Lampung tahun ajaran 2015 sebesar 0,82 ( 67,25 %). Kesimpulan dari penelitian ini adalah kelentukan dan reaksi memberikan hubungan yang positif terhadap keterampilan mengiring bola pada permainan sepakbola pada siswa ekstrakulikuler sepak bola SMK Yadika Bandar Lampung tahun ajaran 2015.Kata kunci: kelentukan, mengiring bola, reaksi
Evaluasi Program Menggunakan Model Participant-Oriented Approach (Fitzpatrick, Sanders, Worthen)
Get PDFThis literature study design presents scientific ideas regarding the Participant-oriented approach (Fitzpatrick, Sanders, Worden) evaluation model using different case study assignments. The participant oriented approach (Fitzpatrick, Sanders, Worthy is the focus of the author in making scientific articles using a literature study design through research journals that are related to the topic of the article. The author uses three different case studies as comparisons and as information for readers regarding the participant oriented approach by fitzpatrick, sanders, worthen. the three cases include the training program evaluation model, the bloom's mastery learning model outside formal education hours, on weekdays, and on weekends, and the field-based training model program for mental health workers , community workers, psychosocial workers and counselors
