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Journal : Jurnal Informatika Progres

KLASIFIKASI TINGKAT KEMATANGAN LADA MENGGUNAKAN ENSEMBLE LEARNING BERDASARKAN CITRA WARNA KULIT Mujidah, Jihan Izzathul; Bakti, Rizki Yusliana; Lukman; Muhammad Faisal; Muhammad Syafaat; AM Hayat, Muhyiddin; Syamsuri, Andi Makbul
PROGRESS Vol 17 No 2 (2025): September
Publisher : P3M STMIK Profesional Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56708/progres.v17i2.467

Abstract

Pepper fruit (Piper nigrum L.) is an agricultural commodity whose market value strongly depends on its ripeness level at harvest. Ripeness determination, which is still commonly performed through visual observation, tends to be inaccurate and subjective. This study aims to classify the ripeness level of pepper fruit based on skin color using an ensemble learning approach. The dataset consists of 1,996 pepper fruit images categorized into four ripeness levels unripe, semi ripe, ripe, and overripe. Color features were extracted from the HSV color model using color moment statistics including mean, standard deviation, and skewness. Random Forest and XGBoost models were combined using a soft voting method. The results show that the ensemble model achieved 98.25% accuracy, 98.30% precision, 98.27% recall, and 98.26% F1-score. The ensemble approach proved superior to single models by providing more accurate and stable classification of pepper fruit ripeness.
Co-Authors A. Alifiya Tenriesa A. Melantik Rompegading A.A. Ketut Agung Cahyawan W Abdul Rahim Achmad Tarmidzi Anas Adiansyah, Romi Adnan , Andi Astinah Agus Eko Sujianto Agus Sugianto Ahmad Khudhory Ainul Mardiana Aji Prasetyo, Aji Aldetia Farendi Aliya Farsya Amelia Defrianti Putri Ana Mardiana Andi Hasriani Andi Nadila Putri Faisah Andi Nasrawaty Hamid Andi Nurahmy M Andi Uceng Andini Fairuz Alifah Anggreani, Desi Anthony Holly Apriani, Fitria Arifin, Muh. Indra Ariyani, Etika Asad, Muh.Arisal Asbah Asfar, Andi Muhamad Iqbal Akbar Asfar, Andi Muhammad Irfan Tauvan Asri Ainun Astinah, Andi BADRUS SOFI Badrut Ali Bakti, Rizki Yusliana Baydowi, Wildi Bella Putri Amelia Burhan Nudin Dadang Juandi Dalle, Asriah Dwi Saputra, Yoggi Edi Edison Emigawaty Eneng Isti Alpiyanti Erna Fadillah, Ardana Fadlillah Fawwaz Sakhi Faturrahman Fiatur Rocmah Firman Nugraha Putra Firzhal Arzhi Jiwantara Fitriah Gita Maharani Hasanuddin Gede Harimbawa Gunaedy Utomo H. Nashiruddin Pilo Hadi, Abd Karim Hamdani Hapzi Ali Hayat, Muhyiddin A M Herwandi Sape Hidaya Hijril Ismail, Hijril Hilwa Anwar Ichsan Syahputra Ihwan Ika Citra Pratiwi Irma Andrianti Irna Ningsi Amalia Rachmna Ismail Jarnawi A. Dahlan Jasin, Hamida A. Julia Julianti Jumriani Juraid Abdul Latief Jusu, La Khaerul Ihsan Lamanda Lintang Lestari Lesmana Prawira Kusumah LILIS DWI FARIDA Limbunan, Excel M. Nasrul Asis M. Samsul Arifin Mahfud M Gamar Mahyuddin Malik, Sayuti Manipi, Ilham Mardiana, Ana Marlina Marselinus Asri Mashudi Mashuri Maulidin Melany Mustika Dewi Miftahul Ulum Mila Karmila Mila Tamrin Mirza Avicenna Asyifyan Misnah Misnah Mohammadong Mubarokhah, Lailatul Muchlis, Khaerunnisa Muhammad Ashraful Annam Muhammad Daffa Imaduddin Muhammad Faisal Muhammad Zein Septiana Muhyiddin A M Hayat Mujidah, Jihan Izzathul Multazam Dwi Parista Muna, Rochmatul Munawarah MUSLIMIN Nasution, Romadon Natriani Syam, Natriani Nofri Aldinata Nur Akmal Nur Hidayat Nurdin Nurabdillah, Baeti Nurannisa, Andi Nurmisba Nurna Ningsih Nurna Ningsih Nursakinah, Jysa Nuruddin Kafy El Ridlo Nurul Hidayah Ilyas Nurul Istiqamah Nurul Safitri Nusrotul Bariyah Olyvia Prameswari Paulus Tangke Perani Rosyani Putri Rachman, Fahrim Irhamna Rachman, Irna Ningsi Amalia Rachmasari Pramita Wardhani RAHAYU, CANDRA Rahmadani, Sukri Rahmadania, Cahya Rahmatia Rahmawati, Ismatu Rais Ramli, Nurhaerani Randitha Missouri Rasni Risma Sari, Risma Rita Setiani Ritha Tuken Rizka Amalia Robert Jao Rotamaro, Sahnan S. Kuba, Muhammad Syafa'at Saba Pasinggi, Yonathan Safira, Meylia Safira, Safra Safitri, Marcelina Via Hanadya Salahudin Salahudin Salam, Abd Saleh, Firman Salman, Nola Fibriyanti Bte Salsabila, Ismi Sam Hermansyah Sambara, Piether Magi Sanjaya, Erie Santi Mandasari Sapri Saputri, Annisa Sayuti Malik Selang, Kamaruddin Sellang, Kamaruddin Selvia Sarungu Setiawan, Rico Shadri Siti Fatimah Abdul Latif Siti Hasanah Siti HasanahSiti Hasanah Siti Norhidayah Sukma Sulaeman Sulardi . SULASTRI Sundari SUPRIATIN Sutoyo Syafira Anggraini Syafruddin Syamsuddin Syamsuri, Andi Makbul Syarifoeddin, Elya Wibawa Tiassari Janjang Suminar Tjiang Y. Suryady, Ardi Triono Uceng, Andi Usman M Utina, Toni Wahyu Sihab Wahyu, Reski Wahyuni, Titin Wardhani, Rachmasari Pramita Wawan Krismanto Wawan Sopiyan Widiyanti Kurnianingsih Y. Abbas, Nurfadillah Yoggi Dwi Saputra Yonathan S Pasinggi Yuli Astuti yulia Yumi Zaifuddin