COVID 19 – Monitoring with IoT Devices

Unsupervised Algorithms

Author(s): Ambika Nagaraj * .

Pp: 109-128 (20)

DOI: 10.2174/9789815179453123010007

* (Excluding Mailing and Handling)

Abstract

The broad term “health care” refers to a system that focuses on improving medical services to meet the needs of patients. Patients, doctors, vendors, health companies, and IT companies all work to keep and restore health records in the healthcare industry. It uses machine learning. Healthcare analysis addresses a variety of diseases, including cancer, diabetes, stroke, and others. Both the labeled value and the target value are known. Training the data for unsupervised learning is also involved. Because the label value is either unknown or absent, it is impossible to evaluate the model's performance in unsupervised learning. The chapter details different unsupervised algorithms. 


Keywords: Healthcare, Unsupervised Algorithms, Unlabeled Data.

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