Survey on Five Tribes of Machine Learning and the Main Algorithms
LI Xu-ran;DING Xiao-hong;School of Mechanical Engineering,University of Shanghai for Science and Technology;
Machine learning is a discipline derived from artificial intelligence and statistics,and it has been one of the key research directions in the field of data analysis. This paper introduces the inspiring ideas of different machine learning algorithms in the strategy through their origins,and the realization of five tribes of machine learning and the main algorithms including evaluation function and optimization method. Then applicable fields of each algorithm and both advantages and disadvantages of the algorithm are summarized.Finally this paper points out the latest progresses of each algorithm to overcome its own defects and the future research direction of multi-algorithm fusion.