机器学习学习方式及其算法探讨

Machine learning's learning Methods and Algorithms

文章主要对机器学习中经典的四种学习方式即监督式学习、非监督式学习、半监督式学习、强化学习进行简单介绍,并重点提出了涉及机器学习方式下常用的一些算法,主要对机器学习目前最常用的回归算法、Apriori算法、FP Growth算法、决策树算法的基本理论进行阐述,并对决策树算法的基本构造方法进行详细说明。

The article focuses on the four classical learning methods in machine learning, supervised learning, Unsupervised learning, semi supervised learning, Reinforcement learning is briefly introduced, And some algorithms which are commonly used in machine learning are proposed, Mainly for machine learning, the most commonly used regression algorithm,Apriori algorithm,FP Growth algorithm, The basic theory of decision tree algorithms is elaborated, And the basic construction method of decision tree algorithm is explained in detail.