PENENTUAN UJI KELAYAKAN DEPOT AIR MINUM ISI ULANG UNTUK MENDAPATKAN SERTIFIKASI MENGGUNAKAN METODE NAIVE BAYES
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Institusion
Institut Teknologi Perusahaan Listrik Negara
Author
VENTRI, NINDITA
Cahyaningtyas, Rizqia
Dahroni, Andi
Cahyaningtyas, Rizqia
Dahroni, Andi
Subject
Teknik Informatika
Datestamp
2022-09-22 06:31:10
Abstract :
The research on determining the feasibility of refill drinking water depots using the Naive Bayes method was carried out at the South Pesisir District Health Office which needed a system that was able to accommodate and collect data on Hygiene and Sanitation checks at refill drinking water depots and determine classifications to obtain the results of drinking water feasibility . The process of examining Hygiene and Sanitation at drinking water depots in Pesisir Selatan Regency is still manual, resulting in a lack of supervision and resulting in a large number of drinking water depots that operate and do not have a viable health certificate and no determination of the feasibility of drinking water quality. The method used for drinking water quality testing uses the Naive Bayes method. Naive Bayes is a classification method of applying Bayes theorem with independence assumptions. The research used is 30 of Hygiene and Sanitation examination results in the laboratory of the South Pesisir District Health Office and measurement data from the distance of the sub-district drinking water depot with sea level. The results of this study are that can store the data of Hygiene and Sanitation inspection results of refill drinking water depots and determine the drinking water quality test based on the height of refill drinking water depot districts and from 30 test data obtained the accuracy of the actual grade match to the prediction class with Naïve Bayes at 76.6667%
The research on determining the feasibility of refill drinking water depots using the Naive Bayes method was carried out at the South Pesisir District Health Office which needed a system that was able to accommodate and collect data on Hygiene and Sanitation checks at refill drinking water depots and determine classifications to obtain the results of drinking water feasibility . The process of examining Hygiene and Sanitation at drinking water depots in Pesisir Selatan Regency is still manual, resulting in a lack of supervision and resulting in a large number of drinking water depots that operate and do not have a viable health certificate and no determination of the feasibility of drinking water quality. The method used for drinking water quality testing uses the Naive Bayes method. Naive Bayes is a classification method of applying Bayes theorem with independence assumptions. The research used is 30 of Hygiene and Sanitation examination results in the laboratory of the South Pesisir District Health Office and measurement data from the distance of the sub-district drinking water depot with sea level. The results of this study are that can store the data of Hygiene and Sanitation inspection results of refill drinking water depots and determine the drinking water quality test based on the height of refill drinking water depot districts and from 30 test data obtained the accuracy of the actual grade match to the prediction class with Naïve Bayes at 76.6667%
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