Vehicle Insurance Claim Fraud Detection

### Vehicle Insurance Fraud Detection

Vehicle insurance fraud involves conspiring to make false or exaggerated claims involving property damage or personal injuries following an accident. Some common examples include staged accidents where fraudsters deliberately “arrange” for accidents to occur; the use of phantom passengers where people who were not even at the scene of the accident claim to have suffered grievous injury, and make false personal injury claims where personal injuries are grossly exaggerated.

### About this dataset

This dataset contains vehicle dataset - attribute, model, accident details, etc along with policy details - policy type, tenure etc. The target is to detect if a claim application is fraudulent or not - FraudFound_P

### 车辆保险欺诈检测

车辆保险欺诈涉及在事故发生后，共谋制造虚假或夸大索赔，涉及财产损坏或人身伤害的行为。一些常见的例子包括预谋事故，欺诈者故意‘安排’事故的发生；使用幽灵乘客，即并非事故现场的人员声称遭受严重伤害，并提出虚假的人身伤害索赔，以及人身伤害被严重夸大的虚假个人伤害索赔。

### 关于此数据集

此数据集包含车辆数据集——属性、模型、事故详情等，以及政策详情——政策类型、期限等。目标在于检测索赔申请是否为欺诈——FraudFound_P。