Bioinformatics refers to an ever evolving huge field of research based on millions of algorithms, designated to several data banks. Such algorithms are either supervised or unsupervised. In this article, a detailed overview of the supervised and unsupervised techniques is presented with the aid of examples. The aim of this article is to provide the readers with the basic understanding of the state of the art models, which are key ingredients of explainable machine learning in the field of bioinformatics.

中文翻译：

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生物信息学和数据科学的有监督和无监督算法。

生物信息学是指基于数百万种算法的不断发展的巨大研究领域，指定给多个数据库。这样的算法是有监督的或无监督的。在本文中，借助示例介绍了有监督和无监督技术的详细概述。本文旨在为读者提供最先进的模型的基本知识，这些模型是生物信息学领域可解释机器学习的关键要素。