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Edited Naive Bayes.

Inteligencia Artif., 2006
Naive Bayes is a well-known and studied algorithm both in statistics and machine learning. Bayesian learning algorithms represent each concept with a single probabilistic summary. This paper presents a variant of the Naive Bayes method, in which the original training set is augmented in the following fashion: Leave-One-Out procedure is applied over the
José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Maier Ardaiz, Ekaitz Jauregi   +4 more
core   +3 more sources

Lyrics classification using Naive Bayes

2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2018
Text classification is an important and common task in supervised machine learning. The Naive Bayes Classifier is a popular algorithm that can be used for this purpose. The goal of our research was prediction of song performer using Naive Bayes classification algorithm based solely on lyrics. A dataset that has been created consists of lyrics performed
Dalibor Buzic, Jasminka Dobsa
openaire   +3 more sources

Augmented Semi-naive Bayes Classifier

, 2013
The naive Bayes is a competitive classifier that makes strong conditional independence assumptions. Its accuracy can be improved by relaxing these assumptions. One classifier which does that is the semi-naive Bayes. The state-of-the-art algorithm for learning a semi-naïve Bayes from data is the backward sequential elimination and joining (BSEJ ...
Mihaljevic, Bojan, Larrañaga Múgica, Pedro María, Bielza Lozoya, María Concepción   +2 more
openaire   +3 more sources

Implementasi Naïve Bayes dan Decision Tree Untuk Klasifikasi Jenis Tanaman

Jurnal Tekno Insentif
Abstrak Sektor pertanian berkontribusi penting bagi perekonomian Indonesia, namun pemilihan tanaman masih mengandalkan cara tradisional yang kurang efisien.
Roni Roni, Asrul Abdullah, Rachmat Wahid Saleh Insani   +2 more
doaj   +1 more source

Perbandingan Algoritma Naive Bayes dan C.45 dalam Klasifikasi Data Mining

Jurnal Teknologi Informasi dan Ilmu Komputer, 2018
Pada paper ini, telah diterapkan metode Naive Bayes serta C.45 ke dalam 4 buah studi kasus, yaitu kasus penerimaan “Kartu Indonesia Sehat”, penentuan pengajuan kartu kredit di sebuah bank, penentuan usia kelahiran, serta penentuan kelayakan calon ...
Yogiek Indra Kurniawan
doaj   +1 more source

Structure Extension of Tree-Augmented Naive Bayes

Entropy, 2019
Due to the simplicity and competitive classification performance of the naive Bayes (NB), researchers have proposed many approaches to improve NB by weakening its attribute independence assumption.
Yuguang Long, Limin Wang, Minghui Sun
doaj   +1 more source

Weighted naïve bayes multi-user classification for adaptive authentication

Journal of Physics Communications
Machine learning classification algorithms have been extensively utilized in addressing user authentication challenges. Nonetheless, a majority of solutions categorize users into three classes, whereas adaptive authentication scenarios necessitate ...
Prudence M Mavhemwa, Marco Zennaro, Philibert Nsengiyumva, Frederic Nzanywayingoma   +3 more
doaj   +1 more source

Naive Bayes Learning of Dermoscopy Images

, 2019
We show naive Bayes models of the melanoma skin cancer represented by dermoscopy images from two different repositories. The dermoscopy images of each data set are recursively analyzed by the Mallat wavelet tree transform to extract a set of spatio-frequency filters, which are used to build energy based (rotation invariant) features.
Grzegorz Surówka, Maciej Ogorzalek
openaire   +2 more sources

Comparative Analysis of KNN and Neavy Bayes Algorithms in Socio-Economic Data Classification in Indonesia

Digital Zone: Jurnal Teknologi Informasi dan Komunikasi
The global economy continues to recover as trade flows, employment, and incomes improve. However, the economic recovery is uneven across countries and business sectors.
Kiki Buhori, Andrianingsih
doaj   +1 more source

Implementasi Naive Bayes

Journal of Informatics, Information System, Software Engineering and Applications (INISTA), 2019
Perkembangan sektor industri yang semakin pesat dalam memenuhi kebutuhan hidup setiap harinya membutuhkan bahan kimia sebagai bahan utama dalam proses suatu produksi. Tidak sedikit dari bahan kimia tersebut mengandung zat berbahaya dan beracun yang dapat menimbulkan efek yang sangat membahayakan bagi lingkungan dan manusia.
openaire   +2 more sources