Chicago Police Department Arrest Data

该数据集来源于芝加哥警察局，用于创建一个风险评分，以预测个人涉及枪击事件的可能性。数据集包含了被黑盒模型使用和未使用的特征，这允许进行特征重要性分析。规模上，数据集包含16个特征，其中有8个特征被黑盒模型所使用。任务的目的是开发一个针对枪击事件的风险评分模型。

This dataset is sourced from the Chicago Police Department and is designed to create risk scores for predicting the likelihood of individuals being involved in shooting incidents. It encompasses both features that were used by the black-box model and those that were not, allowing for feature importance analysis. In terms of scale, the dataset comprises 16 features, 8 of which were utilized by the black-box model. The primary task of this dataset is to develop a risk scoring model for shooting incidents.