采用 Naive Bayes 方法诊断海星疾病的专家系统

Dasril Aldo, Yohani Setiya Rafika Nur, M. Yoka Fathoni
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引用次数: 0

摘要

鲳鱼是一种具有很高经济前景的养殖鱼类。本研究的主要问题是攻击鲳鱼商品的疾病。如果这种情况继续下去,将导致作物歉收,并使渔民蒙受损失。通过本研究,专家系统是克服这些问题的一种解决方案。建立的专家系统将应用朴素贝叶斯方法,将数据集输入数据库作为训练数据,然后用户输入测试数据进行贝叶斯方法处理,最终结果将显示每种疾病的概率值,并给出如何控制疾病的建议。从用户选择的症状来看,即:体表白色或苍白斑点,体表出血,眼睛突出,鱼看起来呼吸困难,粘液量增加,直到身体耗尽粘液/粗糙,鱼失去食欲,运动缓慢,生长缓慢,得到疾病结果隐孢子虫,值为93.4。对17个数据进行的测试结果获得了94%的准确度值,因此专家系统适合用作诊断鲳鱼疾病的工具
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sistem Pakar Diagnosis Penyakit Pada Ikan Bawal Bintang dengan Pendekatan Naive bayes
The star pomfret is a type of cultivated fish that has high economic prospects. The focus of the main problem in this study is the disease that attacks the star pomfret fish commodity. If this is allowed to continue, it will cause crop failure and cause the fishermen to lose money. Through this research, an expert system is one solution that can overcome these problems. The expert system built will apply the Naive Bayes method with the stages of entering the dataset into the database which will be used as training data, then the user inputs testing data to be processed into the Bayes method, in the final result the probability value of each disease will be displayed which will then be given recommendations on how to control it disease. From the symptoms selected by the user, namely: white or pale spots on the surface of the body, bleeding on the surface of the body, protruding eyes, the fish looks difficult to breathe, mucus production increases until the body runs out of mucus / roughness, fish lose their appetite, slow movement and slow growth get disease results Cryptocaryon with a value of 93.4. The results of tests carried out on 17 data obtained an accuracy value of 94% so that the expert system is suitable for use as a tool for diagnosing disease in pomfret
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