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ca683assignment_forecast_of_bank_loans icon ca683assignment_forecast_of_bank_loans

Our topic is to explore whether this loan is for high or low risk. The data we used was a large and rich dataset from the US Small Business Administration (SBA). Default rates on SBA loans have been a much debated topic in the US, as the SBA issues loans to customers through individual banks, and if the customer defaults then the bank suffers a loss. This database that we use contains 27 columns with over 800,000 data. We will use data mining techniques to analyse the data and build a model to predict whether the loan is a high risk loan, which will provide a good decision on whether the bank should reject or agree to a loan change, thus reducing the bank's losses.

koro1fileheader icon koro1fileheader

VSCode插件:自动生成,自动更新VSCode文件头部注释, 自动生成函数注释并支持提取函数参数,支持所有主流语言,文档齐全,使用简单,配置灵活方便,持续维护多年。

umi-ocr icon umi-ocr

OCR software, free and offline. 开源、免费的离线OCR软件。支持截屏/批量导入图片,PDF文档识别,排除水印/页眉页脚,扫描/生成二维码。内置多国语言库。

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