基于三层模型的机器学习建模工具设计与实现

摘要

机器学习和数据挖掘任务作为一种解决模糊规划和凸优化问题的实际工程技术,近年来依托互联网、大数据等领域的发展逐渐为人们所熟知.针对现行机器学习软件系统所存在的问题,提出一种三层式的加壳软件模型的建模的的方法,并以此实现了一个轻量化的通用机器学习建模平台.%In recent years,relying on the development of the Internet and big data,machine learning and data mining,as practical engineering technologies to solve fuzzy programming and convex optimization,have been gradually known by the public.Concerning these problems existing in machine learning software system,this article proposes a three-layer software protection model to implement lightweight universal modeling platform for machine learning.