如何仅对数据框中的分类数据进行编码

输入图片描述

如何仅对数据框中的分类数据进行编码

Income  Length of Residence Median House Value  Number of Vehicles  Percentage Asian    Percentage Black    Percentage English Speaking Percentage Hispanic Percentage White    MakeDescr   SeriesDescr Msrp1   90000   15.0    F   4   1   1   71  6   81  HYUNDAI Sonata-4 Cyl.   19395.02   125000  7.0 H   1   11  1   91  1   81  JEEP    Grand Cherokee-V6   29135.03   90000   8.0 F   1   1   1   71  6   86  JEEP    Liberty 20700.04   125000  8.0 F   3   1   1   86  6   86  VOLKSWAGEN  Passat-V6   28750.05   90000   8.0 F   1   1   1   71  6   81  JEEP    Wrangler    20210.06   110000  7.0 G   5   6   6   71  6   76  HYUNDAI Santa Fe-V6 25645.07   110000  7.0 G   3   11  6   71  6   71  HYUNDAI Sonata-4 Cyl.   15999.08   125000  8.0 G   1   1   11  81  6   76  HYUNDAI Santa Fe-V6 23645.09   125000  9.0 G   1   6   1   91  1   86  CHEVROLET TRUCK Trailblazer EXT 32040.010  110000  8.0 E   2   6   46  81  16  26  JEEP    Wrangler-V6 18660.011  125000  11.0    G   3   6   1   76  1   86  CHEVROLET TRUCK Silverado 2500 HD   31775.012  125000  12.0    G   2   11  6   66  1   71  CHEVROLET   Cobalt  13675.013  125000  13.0    G   2   1   16  95  6   71  HYUNDAI Veracruz-V6 28600.015  110000  11.0    F   5   6   41  61  11  41  HYUNDAI Santa Fe    22499.016  125000  9.0 F   2   1   6   91  1   81  HYUNDAI Santa Fe    22499.017  125000  8.0 G   2   11  11  66  1   66  MITSUBISHI  Endeavor-V6 32602.018  110000  12.0    E   1   6   46  81  16  26  HYUNDAI Accent-4 Cyl.   10899.019  90000   9.0 F   4   1   6   71  6   81  JEEP    Grand Cherokee-6 Cyl.   29080.021  125000  8.0 G   1   6   1   76  1   86  MITSUBISHI  Endeavor-V6 29302.022  110000  12.0    F   2   6   26  66  11  51  HYUNDAI Santa Fe    22499.023  90000   9.0 F   1   6   6   66  6   76  HYUNDAI Santa Fe-V6 20995.024  125000  9.0 H   1   6   1   91  1   81  HYUNDAI Sonata-V6   18799.025  90000   14.0    F   2   1   6   71  11  81  HYUNDAI Elantra-4 Cyl.  13299.026  125000  9.0 G   3   1   11  81  6   76  JEEP    Grand Cherokee-6 Cyl.   29080.027  125000  8.0 H   5   6   1   91  1   81  CHEVROLET TRUCK Trailblazer 29395.028  110000  12.0    E   4   6   41  61  11  36  HYUNDAI Sonata-4 Cyl.   15999.029  110000  10.0    E   1   6   41  61  11  36  HYUNDAI Santa Fe-V6 20995.030  125000  10.0    F   2   6   1   71  6   86  CHEVROLET TRUCK Tahoe   37000.032  90000   10.0    F   1   1   1   71  6   86  MITSUBISHI  Galant-V6   19997.033  125000  12.0    F   1   1   1   86  6   86  CHEVROLET TRUCK Trailblazer 28175.0... ... ... ... ... ... ... ... ... ... ... ... ...4451    110000  9.0 F   3   6   41  61  11  36  NISSAN  Sentra-4 Cyl.   17990.04452    125000  11.0    G   2   1   11  81  6   76  CHEVROLET TRUCK Tahoe   39515.04453    125000  8.0 H   1   6   1   91  1   81  HYUNDAI Elantra-4 Cyl.  15195.04454    110000  10.0    F   3   6   41  61  11  41  HYUNDAI Genesis-4 Cyl.  26750.04455    125000  7.0 H   4   11  1   76  1   76  HYUNDAI Sonata-4 Cyl.   19695.04456    125000  9.0 G   5   6   1   76  1   86  NISSAN  Altima  22500.04457    110000  11.0    E   1   6   46  81  16  26  GMC LIGHT DUTY  Denali  51935.04458    125000  6.0 H   1   11  1   76  1   76  JEEP    Liberty-V6  24865.04459    125000  12.0    G   3   1   16  95  6   71  HONDA   Accord-V6   26700.04460    125000  7.0 F   1   1   1   86  6   86  HYUNDAI Veloster-4 Cyl. 17300.04461    90000   10.0    F   2   6   11  66  6   71  CADILLAC    SRX-V6  42210.04463    110000  8.0 F   3   6   26  61  11  56  GMC LIGHT DUTY  Acadia  42390.04468    125000  8.0 G   1   1   1   91  1   86  HONDA   Pilot-V6    40820.04469    125000  10.0    H   5   11  1   91  1   81  TOYOTA  Highlander-V6   30695.04470    110000  12.0    F   1   6   41  61  11  41  HYUNDAI Elantra-4 Cyl.  15195.04473    110000  13.0    F   1   6   21  66  6   61  ACURA   TSX 32910.04476    125000  9.0 G   1   6   1   76  1   86  BMW X3  36750.04482    125000  10.0    H   1   6   1   91  1   81  SUBARU  Forester-4 Cyl. 21195.04486    125000  11.0    H   2   6   1   91  1   81  GMC LIGHT DUTY  Yukon XL    44315.04492    125000  10.0    H   2   6   1   91  1   81  BMW 5 Series    53400.04493    110000  12.0    G   2   6   6   71  6   76  ACURA   TL  33725.04494    125000  12.0    F   3   1   1   86  6   86  ACURA   TL  33725.04495    125000  12.0    F   3   1   1   86  6   86  ACURA   TL  33725.04496    125000  7.0 G   5   1   11  81  6   76  ACURA   TL  33325.04497    125000  9.0 G   1   6   1   76  1   86  ACURA   TL  33725.04498    125000  12.0    G   3   1   11  81  6   76  ACURA   TL  33725.04499    110000  14.0    G   8   11  6   71  6   71  ACURA   TL  33725.04501    125000  9.0 G   3   11  6   66  1   71  FORD    Taurus-V6   20050.04502    110000  2.0 G   4   11  6   71  6   71  DODGE   Stratus-4 Cyl.  15910.04503    125000  8.0 F   1   1   1   86  6   86  DODGE   Stratus-4 Cyl.  19145.0

回答:

Related Posts

L1-L2正则化的不同系数

我想对网络的权重同时应用L1和L2正则化。然而,我找不…

使用scikit-learn的无监督方法将列表分类成不同组别,有没有办法?

我有一系列实例,每个实例都有一份列表,代表它所遵循的不…

f1_score metric in lightgbm

我想使用自定义指标f1_score来训练一个lgb模型…

通过相关系数矩阵进行特征选择

我在测试不同的算法时,如逻辑回归、高斯朴素贝叶斯、随机…

可以将机器学习库用于流式输入和输出吗?

已关闭。此问题需要更加聚焦。目前不接受回答。 想要改进…

在TensorFlow中,queue.dequeue_up_to()方法的用途是什么?

我对这个方法感到非常困惑,特别是当我发现这个令人费解的…

发表回复

您的邮箱地址不会被公开。 必填项已用 * 标注