Advanced Detection System Milkfish Formalin Android-Based Method Based on Image Eye Using Naive Bayes Classifier

Fadhil Muhammad Hadini, Bambang Suhardjo, Budi Rahardjo, Tangang Qisthina Handayani Zatadini, Gilang Prakoso, H.A. Danang Rimbawa, I Made Wiryana, Yosef Prihanto, Ruby Alamsyah

Abstract


In this paper researcher is trying to make an android-based application that can identify fish with formalin with previous version with adding some more data training. The method used in researcher methods naïve Bayes classifier as a detector (detector) with the object input in the form of fish eye image. The steps in the study include the training and testing process. In the training process used to build the model naïve classifier and estimation parameters. While testing process, implement the results of the model and parameter estimation have been built to detect fish formalin or not formalin. The trial results demonstrate the ability-based applications using the naïve Bayes 98.3% for object dimensions 10x10 image

Keywords


Fish, Formalin, Features, Naive Bayes classifier

Full Text:

PDF

References


Irawan, A , “Pengawetan Ikan dan Hasil Perikanan. Cara Mengolah dan Mengawetkan secara Tradisional dan Modern”, CV.Aneka, Solo. 1995

Tamsil Andi, “Pembenihan Ikan Laut Ekonomis secara Buatan”, Lily Publisher, Makassar. 2010

Afrianto Eddy dan Liviawaty Evi ,”Pengawetan dan Pengolahan Ikan,Kanisius”, Yogyakarta. 1989

https://regional.kompas.com/read/2023/02/17/070120778/bpom-batam-temukan-ikan-asin-yang-dijual-di-pasar-mengandung-formalin?page=all. Access in 20 December 2023

https://megapolitan.kompas.com/read/2022/09/27/14394461/sudin-kpkp-jakarta-pusat-temukan-ikan-asin-berformalin-dan-daging-busuk.Access in 20 December 2023

I. B. Santoso, “Membangun Gaussian Classifier dalam Mengenali Objek dalam Bentuk Image,” Matics, vol. 1, pp. 1–5, 2014.

A. R. Webb and K. D. Copsey, “Statistical Pattern Recognition, 3rd ed., Mathematics and Data Analysis Consultancy Malvern”, United Kingdom: John Wiley & Sons Ltd., 2011




DOI: http://dx.doi.org/10.52155/ijpsat.v42.2.5897

Refbacks

  • There are currently no refbacks.


Copyright (c) 2024 Fadhil Muhammad Hadini

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.