Addressing Binary Classification over Class Imbalanced Clinical Datasets Using Computationally Intelligent Techniques

Addressing Binary Classification over Class Imbalanced Clinical Datasets Using Computationally Intelligent Techniques

Nowadays, healthcare is the prime need of every human being in the world, and clinical datasets play an important role in developing an intelligent healthcare system for monitoring the health of people. Mostly, the real-world datasets are inherently class imbalanced, clinical datasets also suffer fr...

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Bibliographic Details
Main Authors: Vinod Kumar, Gotam Singh Lalotra, Ponnusamy Sasikala, Dharmendra Singh Rajput, Rajesh Kaluri, Kuruva Lakshmanna, Mohammad Shorfuzzaman, Abdulmajeed Alsufyani, Mueen Uddin
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Healthcare
Subjects:
classification
balancing techniques
clinical dataset
machine learning
Online Access:https://www.mdpi.com/2227-9032/10/7/1293

Internet

https://www.mdpi.com/2227-9032/10/7/1293

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