金融欺诈

数据分析系列赛事第2场 —— 保险反欺诈预测

赛题以保险风控为背景，保险是重要的金融体系，对社会发展，民生保障起到重要作用。保险欺诈近些年层出不穷，在某些险种上保险欺诈的金额已经占到了理赔金额的20%甚至更多。对保险欺诈的识别成为保险行业中的关键应用场景。

The 2nd Event of the Data Analytics Series: Insurance Anti-Fraud Prediction

This competition is based on the background of insurance risk management. As an important part of the financial system, insurance plays a critical role in social development and people's livelihood security. In recent years, insurance fraud has emerged frequently; in certain insurance lines, the amount of fraudulent claims has accounted for 20% or even more of the total claim payments. Therefore, the identification of insurance fraud has become a key application scenario within the insurance industry.

搜集汇总

背景与挑战

背景概述

该数据集聚焦于保险领域的反欺诈预测，旨在通过数据分析识别保险欺诈行为，以应对欺诈金额占理赔金额高达20%以上的行业挑战。数据集包含一个训练文件train.csv，大小为171.26KB，适用于机器学习模型训练，服务于金融风控的实际应用场景。