Perbandingan Klasifikasi Antara KNN dan Naive Bayes pada Penentuan Status Gunung Berapi dengan K-Fold Cross Validation
Penelitian ini akan membandingkan dua algoritma klasifikasi yaitu K-Nearest Neighbour dan Naive Bayes Classifier pada data-data aktivitas status gunung berapi yang ada di Indonesia. Sedangkan untuk validasi data menggunakan k-fold cross validation. Dalam penentuan status gunung berapi pusat vulkanol...
| Published in: | Jurnal Teknologi Informasi dan Ilmu Komputer |
|---|---|
| Main Authors: | Firman Tempola, Miftah Muhammad, Amal Khairan |
| Format: | Article |
| Language: | Indonesian |
| Published: |
University of Brawijaya
2018-10-01
|
| Subjects: | |
| Online Access: | https://jtiik.ub.ac.id/index.php/jtiik/article/view/983 |
Similar Items
Indentifikasi Status Bencana Gunung Berapi Menggunakan Metode Kombinasi Case-Based Reasoning dan Bayesian Network
by: Miftah Muhammad
Published: (2017-09-01)
by: Miftah Muhammad
Published: (2017-09-01)
PERFORMANCE EVALUATION OF WIRELESS SENSOR NETWORK ROUTING PROTOCOL FOR VOLCANO ACTIVITY MONITORIN
by: Fransiska Sisilia Mukti, et al.
Published: (2022-03-01)
by: Fransiska Sisilia Mukti, et al.
Published: (2022-03-01)
Penerapan Algoritma Klasifikasi KNN Untuk Penyimpangan Tumbuh Kembang Anak Dengan Manhattan Distance
by: Inayah Azzahrah Syah, et al.
Published: (2020-04-01)
by: Inayah Azzahrah Syah, et al.
Published: (2020-04-01)
HYBRID FUZZY DAN NAIVE BAYES DALAM PENENTUAN STATUS UKT (STUDI KASUS PROGRAM STUDI TEKNIK INFORMATIKA UNIVERSITAS KHAIRUN)
by: Anas Anas, et al.
Published: (2019-05-01)
by: Anas Anas, et al.
Published: (2019-05-01)
Kajian Data Mining untuk Klasifikasi Gender Menggunakan Data Wajah dengan Algoritma Naive Bayes dan K Nearest Neighbor (KNN)
by: Adittia Fathah, et al.
Published: (2025-02-01)
by: Adittia Fathah, et al.
Published: (2025-02-01)
Analisis Perbandingan Algoritma Decision Tree, kNN, dan Naive Bayes untuk Prediksi Kesuksesan Start-up
by: Adhitya Prayoga Permana, et al.
Published: (2021-09-01)
by: Adhitya Prayoga Permana, et al.
Published: (2021-09-01)
Perbandingan Metode KNN, Naive Bayes, dan Regresi Logistik Binomial dalam Pengklasifikasian Status Ekonomi Negara
by: N. K. Kutha Ardana, et al.
Published: (2023-08-01)
by: N. K. Kutha Ardana, et al.
Published: (2023-08-01)
Sentiment Analysis of Public Satisfaction with the 'INFO BMKG' Application using Naive Bayes, SVM, and KNN
by: Natasya Aditiya, et al.
Published: (2025-05-01)
by: Natasya Aditiya, et al.
Published: (2025-05-01)
Identifikasi Jelajah Wisata Geologi Gunung Api Purba Gunung Ireng: Sisi Lain Gunung Api Purba Nglanggeran, Gunungkidul
by: Sri Mulyaningsih
Published: (2020-02-01)
by: Sri Mulyaningsih
Published: (2020-02-01)
Studi Perbandingan Algoritma Random Forest dan K-Nearest Neighbors (KNN) dalam Klasifikasi Gangguan Tidur
by: Nurul Khasanah, et al.
Published: (2025-01-01)
by: Nurul Khasanah, et al.
Published: (2025-01-01)
PERBANDINGAN METODE DATA MINING UNTUK PREDIKSI NILAI DAN WAKTU KELULUSAN MAHASISWA PRODI TEKNIK INFORMATIKA DENGAN ALGORITMA C4,5, NAÏVE BAYES, KNN DAN SVM
by: Sri Widaningsih
Published: (2019-04-01)
by: Sri Widaningsih
Published: (2019-04-01)
The Role of Cultural Aspect of Pesarean on the Regulation Formation in Wonosari Village of Gunung Kawi
by: Jazim Hamidi, et al.
Published: (2018-02-01)
by: Jazim Hamidi, et al.
Published: (2018-02-01)
RASPI SANG MAESTRO RONGGENG GUNUNG
by: Euis Thresnawaty S.
Published: (2016-06-01)
by: Euis Thresnawaty S.
Published: (2016-06-01)
SENTIMENT ANALYSIS OF REKSADANA ON BIBIT APPLICATIONS USING THE NAÏVE BAYES METHOD AND K-NEAREST NEIGHBOR (KNN)
by: Alisa Fitriyani, et al.
Published: (2022-03-01)
by: Alisa Fitriyani, et al.
Published: (2022-03-01)
KEBIJAKAN PENENTUAN BENTUK INSENTIF PENGEMBANGAN HUTAN RAKYAT DI WILAYAH GUNUNG SAWAL, CIAMIS DENGAN METODA AHP
by: Dian Diniyati, et al.
Published: (2014-08-01)
by: Dian Diniyati, et al.
Published: (2014-08-01)
Klasifikasi Cardiovascular Diseases Menggunakan Algoritma K-Nearest Neighbors (KNN)
by: Vera Artanti, et al.
Published: (2024-05-01)
by: Vera Artanti, et al.
Published: (2024-05-01)
Implementasi Metode Naive Bayes Untuk Memprediksi Resiko Penyakit Jantung
by: Muhammad Ranjasmara, et al.
Published: (2020-10-01)
by: Muhammad Ranjasmara, et al.
Published: (2020-10-01)
Game Edukasi Mitigasi Bencana Gunung Meletus “Petualangan Guntur”
by: Fahmawati Nur Makrifah, et al.
Published: (2019-05-01)
by: Fahmawati Nur Makrifah, et al.
Published: (2019-05-01)
Decreasing The Effective Communication Of The Existence Of Implementing The Tradition Of Gugur Gunung ( Sambatan Gawe Omah) In The Community
by: Diah Nadiatul Jannah, et al.
Published: (2023-12-01)
by: Diah Nadiatul Jannah, et al.
Published: (2023-12-01)
Analisis Kapasitas Masyarakat Terdampak Erupsi Gunung Semeru
by: Anggiat Purba, et al.
Published: (2022-06-01)
by: Anggiat Purba, et al.
Published: (2022-06-01)
Babad Diponegoro dan Asal-Usul Pasarean Gunung Kawi (The Chronicle of Diponegoro and the Origins of the Pasarean Gunung Kawi)
by: Bani Sudardi, et al.
Published: (2021-07-01)
by: Bani Sudardi, et al.
Published: (2021-07-01)
ANALISIS SINYAL SEISMIK UNTUK MENGETAHUI PROSES INTERNAL GUNUNG IJEN JAWA TIMUR
by: Akhmad Jufriadi, et al.
Published: (2013-11-01)
by: Akhmad Jufriadi, et al.
Published: (2013-11-01)
Garam Gunung Asal Krayan sebagai Zat Aditif untuk Menstabilkan Klorofil Sayuran
by: Herman Herman, et al.
Published: (2012-12-01)
by: Herman Herman, et al.
Published: (2012-12-01)
Klasifikasi Buah Jeruk Segar dan Busuk Berdasarkan RGB dan HSV Menggunakan Metode KNN
by: Stifani Napitu, et al.
Published: (2023-09-01)
by: Stifani Napitu, et al.
Published: (2023-09-01)
Cutaneous Anthrax in Gunung Kidul, Yogyakarta: A Case Report
by: Riswanto, et al.
Published: (2021-09-01)
by: Riswanto, et al.
Published: (2021-09-01)
Penerapan Teknik SMOTE untuk Mengatasi Imbalance Class dalam Klasifikasi Objektivitas Berita Online Menggunakan Algoritma KNN
by: Anis Nikmatul Kasanah, et al.
Published: (2019-08-01)
by: Anis Nikmatul Kasanah, et al.
Published: (2019-08-01)
Etnobotani Tumbuhan Bahan Pangan di Taman Wisata Alam Gunung Permisan, Kabupaten Bangka Selatan
by: Windiarti Pujinisa, et al.
Published: (2023-05-01)
by: Windiarti Pujinisa, et al.
Published: (2023-05-01)
MEMORIA-HISTORIS KORBAN LETUSAN GUNUNG API BANDA TAHUN 1988: Sebuah Studi Fenomenologi-Historis
by: DODI LA ABADI
Published: (2023-05-01)
by: DODI LA ABADI
Published: (2023-05-01)
KHASIAT SARI BUAH SIRSAK GUNUNG DAN MINUMAN PROBIOTIK BUAH SIRSAK GUNUNG (Annona montana) UNTUK MENURUNKAN KADAR ASAM URAT
by: Ambar Fidyasari, et al.
Published: (2019-12-01)
by: Ambar Fidyasari, et al.
Published: (2019-12-01)
Komunitas Kelelawar (Ordo Chiroptera) di Beberapa Gua Karst Gunung Kendeng Kabupaten Pati Jawa Tengah
by: Kamal Tamasuki, et al.
Published: (2015-10-01)
by: Kamal Tamasuki, et al.
Published: (2015-10-01)
New Record Marsdenia tenacissima (Asclepiadoideae, Apocynaceae) In Gunung Ijo Baturagung Yogyakarta
by: Widodo Widodo, et al.
Published: (2016-04-01)
by: Widodo Widodo, et al.
Published: (2016-04-01)
Pengembangan Media Komik Legenda Gunung Pinang untuk Meningkatkan Kemampuan Literasi Budaya Peserta Didik Fase B
by: Jumyati Jumyati, et al.
Published: (2024-09-01)
by: Jumyati Jumyati, et al.
Published: (2024-09-01)
Dampak dan Fungsi Mite Semar Bagi Kehidupan Masyarakat Lereng Gunung Arjuna
by: Muhammad Faisal Aristama, et al.
Published: (2020-08-01)
by: Muhammad Faisal Aristama, et al.
Published: (2020-08-01)
HUBUNGAN KEMIRINGAN LERENG DAN PENGGUNAAN LAHAN DI SISI BARAT GUNUNG LAWU
by: Supriyono Supriyono, et al.
Published: (2009-10-01)
by: Supriyono Supriyono, et al.
Published: (2009-10-01)
Perilaku Politik Masyarakat dalam Pilkades Gunung Tiga OKU
by: Runa Aginda
Published: (2022-01-01)
by: Runa Aginda
Published: (2022-01-01)
DARI RONGGENG GUNUNG KE RONGGENG KALER: PERUBAHAN NILAI DAN FUNGSI
by: Risa Nopianti
Published: (2014-03-01)
by: Risa Nopianti
Published: (2014-03-01)
Keberhasilan Okulasi Jati (Tectona grandis L.f.) Hasil Eksplorasi di Gunung Kidul
by: Sapto Indrioko, et al.
Published: (2013-01-01)
by: Sapto Indrioko, et al.
Published: (2013-01-01)
Comparative Analysis of Naive Bayes, K-Nearest Neighbors (KNN), and Support Vector Machine (SVM) Algorithms for Classification of Heart Disease Patients
by: Aina Damayunita, et al.
Published: (2022-12-01)
by: Aina Damayunita, et al.
Published: (2022-12-01)
Stress Markers Pada Calcaneus Penambang Belerang di Gunung Welirang
by: Nadia Amalia
Published: (2020-11-01)
by: Nadia Amalia
Published: (2020-11-01)
Perbandingan Algoritma Naive Bayes dan C.45 dalam Klasifikasi Data Mining
by: Yogiek Indra Kurniawan
Published: (2018-10-01)
by: Yogiek Indra Kurniawan
Published: (2018-10-01)
Similar Items
-
Indentifikasi Status Bencana Gunung Berapi Menggunakan Metode Kombinasi Case-Based Reasoning dan Bayesian Network
by: Miftah Muhammad
Published: (2017-09-01) -
PERFORMANCE EVALUATION OF WIRELESS SENSOR NETWORK ROUTING PROTOCOL FOR VOLCANO ACTIVITY MONITORIN
by: Fransiska Sisilia Mukti, et al.
Published: (2022-03-01) -
Penerapan Algoritma Klasifikasi KNN Untuk Penyimpangan Tumbuh Kembang Anak Dengan Manhattan Distance
by: Inayah Azzahrah Syah, et al.
Published: (2020-04-01) -
HYBRID FUZZY DAN NAIVE BAYES DALAM PENENTUAN STATUS UKT (STUDI KASUS PROGRAM STUDI TEKNIK INFORMATIKA UNIVERSITAS KHAIRUN)
by: Anas Anas, et al.
Published: (2019-05-01) -
Kajian Data Mining untuk Klasifikasi Gender Menggunakan Data Wajah dengan Algoritma Naive Bayes dan K Nearest Neighbor (KNN)
by: Adittia Fathah, et al.
Published: (2025-02-01)
