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Breast Cancer Classification Using Gradient Boosting Algorithms Focusing on Reducing the False Negative and SHAP for Explainability

Cancer is one of the diseases that kill the most women in the world, with breast cancer being responsible for the highest number of cancer cases and consequently deaths. However, it can be prevented by early detection and, consequently, early treatment. Any development for detection or perdition th...

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Hlavní autoři: João Manoel Herrera Pinheiro, Marcelo Becker
Médium: Artigo
Jazyk:Inglês
Vydáno: Asociación Española para la Inteligencia Artificial 2024-12-01
Edice:Inteligencia Artificial
Témata:
Breast Cancer
Gradient Boosting Algorithms
Decision Trees
UCI dataset
Optuna
On-line přístup:http://journal.iberamia.org/index.php/intartif/article/view/1637
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