Showing 81 - 100 results of 34,639 for search '(method OR methods) comparison', query time: 0.32s Refine Results
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    COMPARISON OF DATASET OVERSAMPLING ALGORITHMS AND THEIR APPLICABILITY TO THE CATEGORIZATION PROBLEM by Denys Teslenko, Anna Sorokina, Artem Khovrat, Nural Huliiev, Valentyna Kyriy

    Published 2023-08-01
    “…The purpose of the work is to analyze existing solutions and algorithms for solving the problem of dataset imbalance of different types and different industries and to conduct an experimental comparison of algorithms. The article solves the following tasks: to analyze approaches to solving the problem – preprocessing methods, learning methods, hybrid methods and algorithmic approaches; to define and describe the oversampling algorithms most often used to balance datasets; to select classification algorithms that will serve as a tool for establishing the quality of balancing by checking the applicability of the datasets obtained after oversampling; to determine metrics for assessing the quality of classification for comparison; to conduct experiments according to the proposed methodology. …”
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    Comparison of Estimation Methods for the Parameters of the Frechet Distribution - using Simulation. by Ahmed Mohammed, Montadher Mahdi

    Published 2025-06-01
    “…Through the simulation method, the comparison process was carried out, where the experimental samples were determined (n = 15, 25, 50, 75, 100) with the assumption of four default values ​​for each of the shape parameter (λ =1.1, 1.5, 2, 2.5) and the scale parameter (θ=1.4, 1.8, 2.3, 3). …”
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    A comprehensive comparison of phase I dose escalation methods by Efehan Ulas, Filiz Karaman

    Published 2018-11-01
    “…Recently, several dose finding methods have been developed. However, the comparison of those designs and traditional designs are not intensive. …”
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