Sistem Pendukung Keputusan Pemilihan Kualitas Songkok Berdasarkan Bahan Baku Menggunakan Metode Naïve Bayes

  • Mochamad Ainun Rozaq
  • Nur Nafi'iyah Universitas Islam Lamongan
  • Masruroh Masruroh Universitas Islam Lamongan
Keywords: Decition Support System, Naive Bayes, Songkok

Abstract

In determining the quality of skullcap with criteria including boss-bored, velvet, inner layers, layers of cloth. And there are several types of quality, namely super, premium, standard and low. The purpose of making a skullcap quality Determination system is to be able to help the production department in the production of skullcaps and marketing. Because if the process of determining the production is done using human labor, it is susceptible to fatigue and doubt because of the limitations of human capability. To reduce the obstacles that occur needed a desktop-based system that can help determine the quality of skull cap. The purpose of this research is to develop a decision support application system to determine the quality of songkok and how to determine the quality of songkok by using the naïve bayes method. The data used in this study were 300 training dataset lines and 54 testing dataset with 74,5% accuracy.

Downloads

Download data is not yet available.

References

Elida Br Ginting, Abdul Sani Sembiring, Edward Robinson Siagian. (2018). Sistem Pendukung Keputusan Pemilihan Desa Sasaran Pemberian Bibit Tanaman Menggunakan Metode Bayes. Jurnal Pelita Informatika, 444-449.
Karlena Indriani, Qonita Tanjung. (2018). Sistem Pendukung Keputusan Kelayakan Kredit Motor Menggunakan Metode Naive Bayes pada NSC Finance Cikampek. Jutikomp, 6-11.
Meliana, Riri Fajriah. (2019). Perancangan Sistem Informasi Pelayanan Publik pada Rukun Warga 05 Cengkareng Timur dengan Penerapan Metode Naive Bayes. Jurnal Petir, 36-46.
Nurul Qomariyah, Nur Nafi'iyah, Ayu Ismi Hanifah. (2018). Klasifikasi Kategori Buku pada Perpustakaan Teknik Informatika Universitas Islam Lamongan. Joutica, 159-163.
Siti Mujilahwati, Nur Nafi'iyah. (2018). Performansi Klasifikasi Kelas Siswa Menggunakan Naive Bayes dan Decision Tree. Seminar Nasional UNISLA. Lamongan.
Yisti Vita Via, Budi Nugroho, Alfian Syafrizal. (2015). Sistem Pendukung Keputusan Klasifikasi Tingkat Keganasan Kanker Payudara dengan Metode Naive Bayes Classifier. Scan, 63-68.
Published
2019-09-03