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All Journal KALBISIANA Jurnal Sains, Bisnis dan Teknologi
Theresia Samantha
Institut Teknologi dan Bisnis Kalbis
Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Industrial & Manufacturing Engineering Social Sciences

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Journal : KALBISIANA Jurnal Sains, Bisnis dan Teknologi

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Pengembangan Model Pembelajaran Mesin Prediksi Kematangan Buah Pisang Berdasarkan Citra Digital Theresia Samantha
KALBISIANA Jurnal Sains, Bisnis dan Teknologi Vol. 8 No. 1 (2022): Kalbisiana
Publisher : UNIVERSITAS KALBIS

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Abstract

This study aims to develop machine learning to detect banana ripeness based on the skin color. In addition to the color of the skin, also carried out a comparison between the color of the banana with black spots on the banana. The color value used is RGB Color values are taken by using k – means to take the most dominant color value on the banana. After the data is obtained it will be learned using k - nearest neighbor. So as to produce a machine learning to get accuracy for this detection compared with 80% of the trained data and 20% of the tested data. So that the accuracy of the data that is only based on color is compared with the result value is 95.74% with the data using color data and the percentage of the color dominance value is 51.06%.
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