Naive bayes classifier - Open Access .click

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Classification Of Direction Using Naive Bayes Classifier Method (Case Study Of Hidayatul Islam Leces Vocational School)

Journal of Electrical Engineering and Computer
— Determining student majors is an important process in the world of education that can affect students' future. In this thesis, we conducted a study on determining student majors using the Naive Bayes Classifier algorithm at SMK Hidayatul Islam.
Dwi Yanto +3 more
doaj +1 more source

Spam Email Detection using Naïve Bayes classifier [PDF]

ITM Web of Conferences
Spam email detection is still a considerable and ongoing challenge in today’s online environment, as the number of unsolicited emails keeps growing exponentially.
Wang Liansong
doaj +1 more source

Klasifikasi Posting Twitter Kemacetan Lalu Lintas Kota Bandung Menggunakan Naive Bayesian Classification

IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 2013
Abstrak Setiap hari server Twitter menerima data tweet dengan jumlah yang sangat besar, dengan demikian, kita dapat melakukan data mining yang digunakan untuk tujuan tertentu. Salah satunya adalah untuk visualisasi kemacetan lalu lintas di sebuah kota.
Sandi Fajar Rodiyansyah, Edi Winarko
doaj +3 more sources

A hierarchical Naïve Bayes Model for handling sample heterogeneity in classification problems: an application to tissue microarrays

BMC Bioinformatics, 2006
Background Uncertainty often affects molecular biology experiments and data for different reasons. Heterogeneity of gene or protein expression within the same tumor tissue is an example of biological uncertainty which should be taken into account when ...
Piergiorgi Paolo +4 more
doaj +1 more source

Classifying with the Fine Structure of Distributions: Leveraging Distributional Information for Robust and Plausible Naïve Bayes

Machine Learning and Knowledge Extraction
In machine learning, the Bayes classifier represents the theoretical optimum for minimizing classification errors. Since estimating high-dimensional probability densities is impractical, simplified approximations such as naïve Bayes and k-nearest ...
Quirin Stier, Jörg Hoffmann, Michael C. Thrun +2 more
doaj +1 more source

PREDIKSI PENYAKIT GINJAL KRONIS MENGGUNAKAN ALGORITMA NAIVE BAYES CLASSIFIER BERBASIS PARTICLE SWARM OPTIMIZATION

Jurnal Tekno Insentif, 2019
Abstrak - Penyakit ginjal kronis (PGK) merupakan masalah kesehatan masyarakat global dengan prevalensi dan insiden gagal ginjal yang meningkat, prognosis yang buruk dan biaya yang tinggi.
Toni Arifin, Daniel Ariesta
doaj +1 more source

A Naive Bayes Classifier for Protein Function Prediction

In Silico Biology: Journal of Biological Systems Modeling and Multi-Scale Simulation, 2009
A Naive Bayes classifier tool is presented for annotating proteins on the basis of amino acid motifs, cellular localization and protein-protein interactions. Annotations take the form of posterior probabilities within the Molecular Function hierarchy of the Gene Ontology (GO).
Jukka, Kohonen +4 more
openaire +2 more sources

Improving Semantic Information Retrieval Using Multinomial Naive Bayes Classifier and Bayesian Networks [PDF]

, 2023
Wiem Chebil +4 more
openalex +1 more source

Chemical named entity recognition in the texts of scientific publications using the naïve Bayes classifier approach. [PDF]

J Cheminform, 2022
Tarasova OA +4 more
europepmc +2 more sources

Federated Learning with Discriminative Naive Bayes Classifier

Federated Learning has emerged as a promising approach to train machine learning models on decentralized data sources while preserving data privacy. This paper proposes a new federated approach for Naive Bayes (NB) classification, assuming discrete variables.
Pablo Torrijos +3 more
openaire +2 more sources

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