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pro vyhledávání: '"Classification problem"'
Autor:
Qazvini, Marjan
Underwriting is one of the important stages in an insurance company. The insurance company uses different factors to classify the policyholders. In this study, we apply several machine learning models such as nearest neighbour and logistic regression
Externí odkaz:
http://arxiv.org/abs/2411.00354
Medical report generation is a critical task in healthcare that involves the automatic creation of detailed and accurate descriptions from medical images. Traditionally, this task has been approached as a sequence generation problem, relying on visio
Externí odkaz:
http://arxiv.org/abs/2409.00250
Autor:
Xu, Qinwu
This study develops a graph search algorithm to find the optimal discrimination path for the binary classification problem. The objective function is defined as the difference of variations between the true positive (TP) and false positive (FP). It u
Externí odkaz:
http://arxiv.org/abs/2401.04282
Autor:
Anghelescu, Petre1 (AUTHOR) petre.anghelescu@upb.ro
Publikováno v:
Symmetry (20738994). May2024, Vol. 16 Issue 5, p599. 17p.
Effective prioritization of issue reports is crucial in software engineering to optimize resource allocation and address critical problems promptly. However, the manual classification of issue reports for prioritization is laborious and lacks scalabi
Externí odkaz:
http://arxiv.org/abs/2401.04637
Akademický článek
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Publikováno v:
Complexity, 2020.2020:p.8216874
The complex systems with edge computing require a huge amount of multi-feature data to extract appropriate insights for their decision making, so it is important to find a feasible feature selection method to improve the computational efficiency and
Externí odkaz:
http://arxiv.org/abs/2310.01443
Algorithms for solving the linear classification problem have a long history, dating back at least to 1936 with linear discriminant analysis. For linearly separable data, many algorithms can obtain the exact solution to the corresponding 0-1 loss cla
Externí odkaz:
http://arxiv.org/abs/2306.12344
In recent years, artificial intelligence is increasingly being applied widely in many different fields and has a profound and direct impact on human life. Following this is the need to understand the principles of the model making predictions. Since
Externí odkaz:
http://arxiv.org/abs/2307.04137