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基于机器学习的商品类目预测

项目介绍

项目根据商品名称把商品预测出商品所属的类目。本项目中商品类目分为三级,一共有 962 个三级类目,完整的类目文件见:src/main/resources/category.json 。比如名称为“荣耀手机原装华为p9p10plus/mate10/9/8/nova2s/3e荣耀9i/v10手机耳机【线控带麦】AM115标配版白色”的商品,该商品的实际类目是【手机耳机】,我们需要训练一个模型能够根据商品名称自动预测出该商品属于【手机耳机】类目。

项目基于 JAVA + Scala语言开发,使用 Spring Boot 开发框架和 Spark MLlib 机器学习框架,以 RESTful 接口的方式对外提供服务。

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