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Improved naive Bayes classification algorithm for traffic risk management
EURASIP Journal on Advances in Signal Processing, 2021 Naive Bayesian classification algorithm is widely used in big data analysis and other fields because of its simple and fast algorithm structure. Aiming at the shortcomings of the naive Bayes classification algorithm, this paper uses feature weighting and
Hong Chen +3 more
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Complement-Class Harmonized Naïve Bayes Classifier [PDF]
Applied Sciences, 2023 Naïve Bayes (NB) classification performance degrades if the conditional independence assumption is not satisfied or if the conditional probability estimate is not realistic due to the attributes of correlation and scarce data, respectively.
Fahad S. Alenazi +2 more
doaj +2 more sources
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2022 Indonesian General Analysis Dataset is a dataset sourced from social media twitter by using keywords in the form of conjunctions to get a dataset that does not only focus on a particular topic.
Najirah Umar, M. Adnan Nur
doaj +2 more sources
PREDIKSI TINGKAT KELANCARAN PEMBAYARAN KREDIT BANK MENGGUNAKAN ALGORITMA NAÏVE BAYES BERBASIS FORWARD SELECTION [PDF]
Ilkom Jurnal Ilmiah, 2017 Tujuan dari Penelitian ini adalah Mengoptimalkan algoritma Naïve Bayes dengan seleksi fitur Forward Selection untuk dapat meningkatkan hasil akurasi atau tingkat keberhasilan yang didapatkan dari prediksi pembayaran kredit.Data yang akan digunakan dalam ...
Maryam Hasan
doaj +4 more sources
Perbandingan Algoritma Selection Feature Query Expansion Ranking dan Symmetrical Uncertainty Pada Instagram Terkait Sengketa ZEE di Perairan Natuna [PDF]
, 2021 Algoritma Naïve Bayes adalah untuk menggabungkan probabilitas kata-kata dan kategori untuk memperkirakan probabilitas kategorikan dokumen. Naïve Bayes ini merupakan algoritma klasifikasi yang sering digunakan dalam sebuah penelitian salah satunya ...
Aditya, Christian Sri Kusuma +2 more
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Classification Of Maternal Health Risk Using Three Models Naive Bayes Method
IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 2023 Lack of information related to maternal health care during pregnancy and post-pregnancy, especially in rural areas, results in many cases of pregnancy complications.
Nurul Fathanah Mustamin +3 more
doaj +1 more source
Sistem Pakar Mendeteksi Penyakit Ikan Arwana Asia Menggunakan Metode Naïve Bayes [PDF]
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi), 2022 Asian Arowana fish are freshwater fish that are spread across Southeast Asia. Many Indonesian people maintain Arowana fish because of its beauty and also has a high enough price. But in the process of cultivation, the Asian Arowana Fish can be attacked by more than one disease that can threaten the survival of the Arowana fish.
Alvian Nur Efendi +2 more
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Zakat Classification with Naïve Bayes Method in BAZNAS
Techno Jurnal Penelitian, 2021 The National Amil Zakat Agency (BAZNAS) of the Banjar Regency, is the regional Zakat Management Agency of the Banjar Regency. BAZNAS Banjar Regency distributes the required alms according to the target to mustahik that is under the criteria or following the provisions of the Shari'a.
Yuslena Sari +3 more
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Evaluation of Naïve Bayes Classification in Arabic Short Text Classification
Al-Mustansiriyah Journal of Science, 2021 In the last few years, and due to the vast widespread of social media applications, texts have become more important and get more attention. Since texts, in general, are carrying a lot of information that can be extracted and analyzed.
Mohammed Fadhil Ibrahim +2 more
doaj +1 more source
Deteksi Kejadian Depresi Post Partum dengan Algoritma Naïve Bayes
DINAMIKA KESEHATAN: JURNAL KEBIDANAN DAN KEPERAWATAN, 2021 Latar Belakang, Depresi postpartum banyak dialami ibu setelah persalinan yang disebabkan oleh gangguan emosional. Kejadian depresi postpartum terjadi dalam enam bulan setelah melahirkan menurut WHO tahun 2018. Lebih dari 300 juta orang menderita depresi postpartum, secara global berkisar 0.5% hingga 60.8% dan di Indonesia angka kejadian depresi ...
Fadhiyah Noor Anisa +2 more
openaire +1 more source