ZIP车险索赔预测-可使用数据集 7MB

m0_75253143需要积分:2(1积分=1元)

资源文件列表:

车险索赔预测数据集.zip 大约有3个文件
  1. test-car.csv 13.64MB
  2. train-car.csv 27.47MB
  3. 数据集说明.docx 13.75KB

资源介绍:

车险索赔预测数据集，包含训练集、测试集和数据集字段说明。
<link href="/image.php?url=https://csdnimg.cn/release/download_crawler_static/css/base.min.css" rel="stylesheet"/><link href="/image.php?url=https://csdnimg.cn/release/download_crawler_static/css/fancy.min.css" rel="stylesheet"/><link href="/image.php?url=https://csdnimg.cn/release/download_crawler_static/89632372/raw.css" rel="stylesheet"/><div id="sidebar" style="display: none"><div id="outline"></div></div><div class="pf w0 h0" data-page-no="1" id="pf1"><div class="pc pc1 w0 h0"><img alt="" class="bi x0 y0 w1 h1" src="/image.php?url=https://csdnimg.cn/release/download_crawler_static/89632372/bg1.jpg"/><div class="t m0 x1 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">policy_id <span class="_ _0"> </span><span class="ff2">投保人的唯一标识符</span></div><div class="t m0 x1 h2 y2 ff1 fs0 fc0 sc0 ls0 ws0">policy_tenure <span class="_ _0"> </span><span class="ff2">投保的时间段</span></div><div class="t m0 x1 h2 y3 ff1 fs0 fc0 sc0 ls0 ws0">age_of_car <span class="_ _0"> </span><span class="ff2">汽车年龄（归一化）</span></div><div class="t m0 x1 h2 y4 ff1 fs0 fc0 sc0 ls0 ws0">age_of_policyholder <span class="_ _0"> </span><span class="ff2">投保人年龄（归一化）</span></div><div class="t m0 x1 h2 y5 ff1 fs0 fc0 sc0 ls0 ws0">area_cluster <span class="_ _0"> </span><span class="ff2">投保人的区域集群</span></div><div class="t m0 x1 h2 y6 ff1 fs0 fc0 sc0 ls0 ws0">population_density <span class="_ _0"> </span><span class="ff2">投保人所属城市人口密度</span></div><div class="t m0 x1 h2 y7 ff1 fs0 fc0 sc0 ls0 ws0">make <span class="_ _0"> </span><span class="ff2">汽车所属制造商</span>/<span class="ff2">公司</span></div><div class="t m0 x1 h2 y8 ff1 fs0 fc0 sc0 ls0 ws0">segment <span class="_ _0"> </span><span class="ff2">汽车部分（</span>A/B1/B2/C1/C2<span class="ff2">）</span></div><div class="t m0 x1 h2 y9 ff1 fs0 fc0 sc0 ls0 ws0">model <span class="_ _0"> </span><span class="ff2">编码的汽车名称</span></div><div class="t m0 x1 h2 ya ff1 fs0 fc0 sc0 ls0 ws0">fuel_type <span class="_ _0"> </span><span class="ff2">汽车使用的燃料类型</span></div><div class="t m0 x1 h2 yb ff1 fs0 fc0 sc0 ls0 ws0">max_torque <span class="_ _0"> </span><span class="ff2">汽车产生的最大扭矩</span></div><div class="t m0 x1 h2 yc ff1 fs0 fc0 sc0 ls0 ws0">max_power <span class="_ _0"> </span><span class="ff2">汽车产生的最大功率</span></div><div class="t m0 x1 h2 yd ff1 fs0 fc0 sc0 ls0 ws0">engine_type <span class="_ _0"> </span><span class="ff2">汽车中使用的发动机类型</span></div><div class="t m0 x1 h2 ye ff1 fs0 fc0 sc0 ls0 ws0">airbags <span class="_ _0"> </span><span class="ff2">车内安装的安全气囊数量</span></div><div class="t m0 x1 h2 yf ff1 fs0 fc0 sc0 ls0 ws0">is_esc <span class="_ _0"> </span><span class="ff2">汽车中是否存在电子稳定控制</span></div><div class="t m0 x1 h2 y10 ff1 fs0 fc0 sc0 ls0 ws0">is_adjustable_steering <span class="_ _0"> </span><span class="ff2">汽车的方向盘是否可调</span></div><div class="t m0 x1 h2 y11 ff1 fs0 fc0 sc0 ls0 ws0">is_tpms <span class="_ _0"> </span><span class="ff2">轮胎压力监测系统是否存在于汽车中</span></div><div class="t m0 x1 h2 y12 ff1 fs0 fc0 sc0 ls0 ws0">is_parking_sensors <span class="_ _0"> </span><span class="ff2">汽车中是否存在停车传感器</span></div><div class="t m0 x1 h2 y13 ff1 fs0 fc0 sc0 ls0 ws0">is_parking_camera <span class="_ _0"> </span><span class="ff2">停车摄像头是否在车内</span></div><div class="t m0 x1 h2 y14 ff1 fs0 fc0 sc0 ls0 ws0">rear_brakes_type <span class="_ _0"> </span><span class="ff2">汽车后部使用的制动器类型</span></div><div class="t m0 x1 h2 y15 ff1 fs0 fc0 sc0 ls0 ws0">displacement <span class="_ _0"> </span><span class="ff2">汽车的发动机排量</span></div><div class="t m0 x1 h2 y16 ff1 fs0 fc0 sc0 ls0 ws0">cylinder <span class="_ _0"> </span><span class="ff2">汽车发动机中的气缸数</span></div><div class="t m0 x1 h2 y17 ff1 fs0 fc0 sc0 ls0 ws0">transmission_type <span class="_ _0"> </span><span class="ff2">汽车的变速箱类型</span></div><div class="t m0 x1 h2 y18 ff1 fs0 fc0 sc0 ls0 ws0">gear_box <span class="_ _0"> </span><span class="ff2">车里的齿轮数</span></div><div class="t m0 x1 h2 y19 ff1 fs0 fc0 sc0 ls0 ws0">steering_type <span class="_ _0"> </span><span class="ff2">汽车中存在的动力转向类型</span></div><div class="t m0 x1 h2 y1a ff1 fs0 fc0 sc0 ls0 ws0">turning_radius <span class="_ _0"> </span><span class="ff2">车辆进行一定转弯所需的空间（米）</span></div><div class="t m0 x1 h2 y1b ff1 fs0 fc0 sc0 ls0 ws0">length <span class="_ _0"> </span><span class="ff2">汽车长度（毫米）</span></div><div class="t m0 x1 h2 y1c ff1 fs0 fc0 sc0 ls0 ws0">width <span class="_ _0"> </span><span class="ff2">汽车宽度（毫米）</span></div><div class="t m0 x1 h2 y1d ff1 fs0 fc0 sc0 ls0 ws0">height <span class="_ _0"> </span><span class="ff2">汽车高度（毫米）</span></div><div class="t m0 x1 h2 y1e ff1 fs0 fc0 sc0 ls0 ws0">gross_weight <span class="_ _0"> </span><span class="ff2">满载汽车的最大允许重量，包括乘客、货物和设备（公斤）</span></div><div class="t m0 x1 h2 y1f ff1 fs0 fc0 sc0 ls0 ws0">is_front_fog_lights <span class="_ _0"> </span><span class="ff2">汽车内是否有前雾灯</span></div><div class="t m0 x1 h2 y20 ff1 fs0 fc0 sc0 ls0 ws0">is_rear_window_wiper <span class="_ _0"> </span><span class="ff2">后窗雨刷器在汽车中是否可用</span></div><div class="t m0 x1 h2 y21 ff1 fs0 fc0 sc0 ls0 ws0">is_rear_window_washer <span class="_ _0"> </span><span class="ff2">后窗垫圈在汽车中是否可用</span></div><div class="t m0 x1 h2 y22 ff1 fs0 fc0 sc0 ls0 ws0">is_rear_window_defogger <span class="_ _0"> </span><span class="ff2">车内后窗除雾器是否可用</span></div><div class="t m0 x1 h2 y23 ff1 fs0 fc0 sc0 ls0 ws0">is_brake_assist <span class="_ _0"> </span><span class="ff2">制动辅助功能在汽车中是否可用</span></div><div class="t m0 x1 h2 y24 ff1 fs0 fc0 sc0 ls0 ws0">is_power_door_locks <span class="_ _0"> </span><span class="ff2">汽车中是否有电动门锁</span></div><div class="t m0 x1 h2 y25 ff1 fs0 fc0 sc0 ls0 ws0">is_central_locking <span class="_ _0"> </span><span class="ff2">中央锁定功能是否在汽车中可用</span></div><div class="t m0 x1 h2 y26 ff1 fs0 fc0 sc0 ls0 ws0">is_power_steering <span class="_ _0"> </span><span class="ff2">汽车中是否有动力转向</span></div><div class="t m0 x1 h2 y27 ff1 fs0 fc0 sc0 ls0 ws0">is_driver_seat_height_adjustable <span class="_ _0"> </span><span class="ff2">驾驶座的高度是否可调</span></div><div class="t m0 x1 h2 y28 ff1 fs0 fc0 sc0 ls0 ws0">is_day_night_rear_view_mirror <span class="_ _0"> </span><span class="ff2">汽车中是否存在日夜后视镜</span></div><div class="t m0 x1 h2 y29 ff1 fs0 fc0 sc0 ls0 ws0">is_ecw <span class="_ _0"> </span><span class="ff2">发动机检查警告（</span>ECW<span class="ff2">）在汽车中是否可用</span></div><div class="t m0 x1 h2 y2a ff1 fs0 fc0 sc0 ls0 ws0">is_speed_alert <span class="_ _0"> </span><span class="ff2">速度警报系统在汽车中是否可用</span></div><div class="t m0 x1 h2 y2b ff1 fs0 fc0 sc0 ls0 ws0">ncap_rating NCAP<span class="_ _1"> </span><span class="ff2">给出的安全等级（</span>5<span class="_ _1"> </span><span class="ff2">分）</span></div><div class="t m0 x1 h2 y2c ff1 fs0 fc0 sc0 ls0 ws0">target <span class="_ _0"> </span><span class="ff2">投保人是否在未来<span class="_ _1"> </span></span>6<span class="_"> </span><span class="ff2">个月内提出索赔</span></div></div><div class="pi" data-data='{"ctm":[1.611830,0.000000,0.000000,1.611830,0.000000,0.000000]}'></div></div>
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