Results 1 to 10 of about 4,806,455 (222)
Breast cancer disease classification using fuzzy-ID3 algorithm with FUZZYDBD method: automatic fuzzy database definition. [PDF]
PeerJ Comput Sci, 2021 Breast cancer becomes the second major cause of death among women cancer patients worldwide. Based on research conducted in 2019, there are approximately 250,000 women across the United States diagnosed with invasive breast cancer each year.
Idris NF, Ismail MA.
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English teaching system design based on ID3 algorithm and node optimization. [PDF]
PeerJ Comput Sci, 2023 In order to optimize the integration of English multimedia resources and achieve the goal of sharing English teaching resources in education, this article reconstructs the traditional college English curriculum system.
Jiang W, Ma Q.
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Dynamic gestational week prediction model for pre-eclampsia based on ID3 algorithm. [PDF]
Front Physiol, 2022 Pre-eclampsia (PE) is a type of hypertensive disorder during pregnancy, which is a serious threat to the life of mother and fetus. It is a placenta-derived disease that results in placental damage and necrosis due to systemic small vessel spasms that ...
Li Z +11 more
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The data analysis of sports training by ID3 decision tree algorithm and deep learning. [PDF]
Sci RepIn order to improve the accuracy and efficiency of sports training data analysis, this paper proposes an optimized analysis model by combining Iterative Dichotomiser 3 (ID3) decision tree algorithm and deep learning model. As an important scientific tool,
Wang K, Wang L, Sun J.
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Improvement of ID3 Algorithm Implementation
DEStech Transactions on Computer Science and Engineering, 2017 ID3 algorithm is a classical algorithm in decision tree algorithm, commonly used in data mining. Owing to that spatial information data has the characteristics of large capacity and diversity, when ID3 algorithm does data mining for spatial information, in the process of generating decision tree, some nodes will appear special sample sets which the ...
Wei Shang, Nan Liu, Ming-hao Liu
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Implementation of ID3 algorithm classification using web-based weka
Journal of Physics: Conference Series, 2019 Abstract The Bangil District Court is an IB class court that handles a large number of case cases. Every year more and more case cases are included in the Bangil District Court, but not all case cases are in a mutation status. By using classification techniques that can process large amounts of data to find patterns that occur in case ...
Fitrani, Ariif +4 more
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Usability Evaluation and Classification of mHealth Applications for Type 2 Diabetes Mellitus Using MARS and ID3 Algorithm. [PDF]
Int J Environ Res Public Health, 2022 The rapid growth of mHealth applications for Type 2 Diabetes Mellitus (T2DM) patients’ self-management has motivated the evaluation of these applications from both the usability and user point of view.
Gupta K +5 more
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Study of The ID3 and C4.5 Learning Algorithms [PDF]
Journal of Medical Informatics and Decision Making, 2020 Data Mining is a process of exploring against large data to find patterns in decision-making. One of the techniques in decision-making is classification. Data classification is a form of data analysis used to extract models describing important data classes. There are many classification algorithms.
M. Azalmad, R. Elaychi, Y. Fakir
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IOP Conference Series: Materials Science and Engineering, 2020 A process that explains and functions to distinguish data classes is called Classification. The use of Gain Ratio in ID3 algorithm is very influential on accuracy compared to the Gini Index, and if the higher the determination of the minimum size of ...
Randi Rian Putra, Hanna Willa Dhany
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Improvement of ID3 Algorithm Based on Simplified Information Entropy and Coordination Degree
Algorithms, 2017 The decision tree algorithm is a core technology in data classification mining, and ID3 (Iterative Dichotomiser 3) algorithm is a famous one, which has achieved good results in the field of classification mining.
Yingying Wang +4 more
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