机器学习pai算法的相关内容

阿里云文档 2025-04-03

机器学习线性支持向量机算法组件的配置及示例

支持向量机SVM（Support Vector Machine）是基于统计学习理论的一种机器学习方法，通过寻求结构风险最小化，提高学习机泛化能力，从而实现经验风险和置信范围最小化。本文介绍线性支持向量机算法组件的配置方法及使用示例。

问答 2022-02-15 来自：开发者社区

机器学习PAI的算法管理，自定义算法配置参数控件，其中普通控件的“关联关系”是什么用途？一直保存失败

文章 2017-07-31 来自：开发者社区

【机器学习PAI实践十二】机器学习算法基于信用卡消费记录做信用评分

背景如果你是做互联网金融的，那么一定听说过评分卡。评分卡是信用风险评估领域常用的建模方法，评分卡并不简单对应于某一种机器学习算法，而是一种通用的建模框架，将原始数据通过分箱后进行特征工程变换，继而应用于线性模型进行建模的一种方法。评分卡建模理论常被用于各种信用评估领域，比如信用卡风险评估、贷款发放等业务。另外，在其它领域评分卡常被用来作为分数评估，比如常见的客服质量打分、芝麻信用分打...

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