Data mining methods in machine learning techniques and algorithms

Various techniques are used for machine learning. Supervised, unsupervised, quasi-supervised, and reinforcement techniques are the most widely used machine learning methods that use classification, regression, clustering, association rules, dimensionality reduction, and other methods for learning. Also, numerous algorithms based on the above techniques and methods have been introduced, which we will discuss in this article. In this article, the concepts of machine learning are examined along with the techniques and methods of implementing machine learning, and various machine learning algorithms are described. The purpose of writing this article is to review machine learning techniques and algorithms and categorize and compare different machine learning algorithms.

کلیدواژه ها:

Machine learning ، machine learning techniques ، supervised learning ، unsupervised learning ، quasi-supervised learning ، reinforcement learning