机器学习实战 Crunchbase 创业公司分类(成功和失败),包括数据集与代码,能跑通靠谱

上传者: CTaaaaa | 上传时间: 2022-12-02 18:26:54 | 文件大小: 91.09MB | 文件类型: RAR
在这个项目中,实施并探索了一种机器学习方法,将创业公司分为两类(成功和失败)。该项目的数据集是从Crunchbase获取的。它由11个不同的表格组成,其中包含创业公司、投资者、关系和创始人在生态系统中的背景等信息。四个表入围并合并为一个数据集。然而,在数据转换和预处理之后,由于数据稀疏,必须丢弃大量数据。最终的数据集由61716个创业实例和36个功能组成。还进行了特征缩放,将特征数量减少到7个,同时保持相同的预测能力。

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