[1993 - 2023] Derailment data.csv

This is the dataset used in the paper <i>A novel Choquet Integral-based regression approach for analyzing freight-train derailment severity.</i><br><br>This dataset include the following files and folders:<br>- 0 - Original_FRA Derailment Record.csv (Original data obtained from https://data.transportation.gov/Railroads/Rail-Equipment-Accident-Incident-Data-Form-54-/85tf-25kj/about_data)<br><br>- 1 - Cleaned_FRA Derailment Records.csv (Cleaned data during 1993~2023)<br><br>- 2 - Norm_FRA Derailment Records.csv (The CDF values of all variables)<br><br>- 3 - CIReg_FRA Derailment Records.csv (The fuzzy measures for all sets)<br><br>- (Folder) Training Data (Contains training + validation data for all track classes)<br>- (Folder) Testing Data (Contains testing data for all track classes)本数据集用于论文《一种基于肖凯积分（Choquet Integral）的新型回归方法以分析货运列车脱轨严重程度》。 本数据集包含以下文件与文件夹： - 0 - Original_FRA脱轨记录.csv（原始数据获取自https://data.transportation.gov/Railroads/Rail-Equipment-Accident-Incident-Data-Form-54-/85tf-25kj/about_data，其中FRA为美国联邦铁路管理局（Federal Railroad Administration）的缩写） - 1 - Cleaned_FRA脱轨记录.csv（1993年至2023年期间的清洗后FRA脱轨记录数据） - 2 - Norm_FRA脱轨记录.csv（包含所有变量的累积分布函数（Cumulative Distribution Function, CDF）值） - 3 - CIReg_FRA脱轨记录.csv（包含所有子集的模糊测度） - （文件夹）Training Data：包含所有轨道类别的训练与验证数据集 - （文件夹）Testing Data：包含所有轨道类别的测试数据集