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Exact Learning Augmented Naive Bayes Classifier [PDF]
Entropy, 2021 Earlier studies have shown that classification accuracies of Bayesian networks (BNs) obtained by maximizing the conditional log likelihood (CLL) of a class variable, given the feature variables, were higher than those obtained by maximizing the marginal ...
Shouta Sugahara, Maomi Ueno
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Ilkom Jurnal Ilmiah, 2022 Heart failure (ARF) is a health problem that has relatively high mortality and morbidity rates in developed or developing countries, including Indonesia.
Pungkas Subarkah +2 more
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Jurnal Teknologi Informasi dan Ilmu Komputer, 2023 Kepribadian Myers-Briggs Type Indicator ( MBTI ) telah menjadi topik populer dalam memahami karakteristik individu dan dampaknya pada interaksi sosial, karir, dan pengambilan keputusan.
Mutiara Persada Pulungan +2 more
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Measuring Software Maintainability with Naïve Bayes Classifier [PDF]
Entropy, 2021 Software products in the market are changing due to changes in business processes, technology, or new requirements from the customers. Maintainability of legacy systems has always been an inspiring task for the software companies.
Nayyar Iqbal +3 more
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Edumatic, 2021 Mengetahui tingkat kepuasan dan kepercayaan customer merupakan salah satu kunci kesuksesan dalam sebuah bisnis. Namun, membaca review dari para customer secara manual dinilai tidak efektif mengingat banyaknya data yang masuk ke situs Shopee setiap ...
Loemongga Oktaria Sihombing +2 more
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A New Three-Way Incremental Naive Bayes Classifier
Electronics (Switzerland), 2023 Aiming at the problems of the dynamic increase in data in real life and that the naive Bayes (NB) classifier only accepts or rejects the sample processing results, resulting in a high error rate when dealing with uncertain data, this paper combines three-
Zhiwei Yang +2 more
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Klasifikasi Karya Ilmiah (Tugas Akhir) Mahasiswa Menggunakan Metode Naive Bayes Classifier (NBC)
Sistemasi: Jurnal Sistem Informasi, 2021 The final project or thesis is the result of research that addresses a problem according to the student's field of science. By increasing the number of graduates, the number of final project documents produced will also be even greater.
Nurdin Nurdin +3 more
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A ‘non-parametric’ version of the naive Bayes classifier [PDF]
Knowledge-Based Systems, 2011 Many algorithms have been proposed for the machine learning task of classication. One of the simplest methods, the naive Bayes classifyer, has often been found to give good performance despite the fact that its underlying assumptions (of independence and a Normal distribution of the variables) are perhaps violated.
Daniele Soria +2 more
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A Real-Time Naive Bayes Classifier Accelerator on FPGA
IEEE Access, 2020 In this paper, we propose a real-time hardware naive Bayes classifier (NBC) which is implemented on field programmable gate array (FPGA). We first use logarithm transformation based look-up table and float-to-fixed point process to simplify the ...
Zhen Xue, Jizeng Wei, Wei Guo
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Mining housekeeping genes with a Naive Bayes classifier [PDF]
BMC Genomics, 2006 Background Traditionally, housekeeping and tissue specific genes have been classified using direct assay of mRNA presence across different tissues, but these experiments are costly and the results not easy to compare and reproduce.
Aitken Stuart, De Ferrari Luna
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