下面是我今天做题遇到的问题,在划分数据集的时候,输出结果和要求输出结果不匹配。我的输出结果是全部输出,而要求输出的只输出了前2个和后2个。可是我查了很多博客,都没有说明中间的数据怎么可以把它省略掉。
我的代码如下
import pandas as pd
from sklearn import model_selection
#*************** BEIGN ******************
# 使用pandas库的read_csv读入毒蘑菇数据集(./data/mushrooms.csv)
data = pd.read_csv('./data/mushrooms.csv')
# 划分训练集和测试集,其中70%的数据用于训练,30%的数据用于测试
y=data.iloc[:,22]
X=data.iloc[:,0:22]
X_train, X_test, y_train, y_test = model_selection.train_test_split(X, y, test_size=0.3, random_state=0)
print(X_train,y_train)
print(X_test,y_test)
#**************** END *******************
要求输出结果
cap-shape cap-surface ... population habitat
5314 2 3 ... 4 0
2075 2 3 ... 2 2
5165 3 3 ... 3 0
1155 0 2 ... 3 2
4448 2 2 ... 5 0
1045 2 3 ... 3 0
3181 2 0 ... 4 6
3225 3 0 ... 5 6
1083 3 0 ... 3 0
6239 3 3 ... 4 6
4700 3 2 ... 4 3
2769 2 0 ... 5 6
5020 3 3 ... 4 4
1302 3 3 ... 3 0
2604 3 0 ... 4 6
4864 3 2 ... 5 0
2058 2 0 ... 0 0
6346 3 3 ... 4 1
376 5 0 ... 5 4
7403 4 2 ... 4 1
873 2 0 ... 4 6
6459 3 3 ... 4 6
6266 3 2 ... 4 3
4911 3 3 ... 1 5
2284 2 2 ... 5 6
5292 2 2 ... 4 6
5544 4 2 ... 1 5
5486 2 2 ... 5 3
2148 3 0 ... 5 6
607 3 2 ... 5 0
... ... ... ... ... ...
6216 2 2 ... 4 1
2893 2 2 ... 4 6
537 5 0 ... 4 4
1701 3 3 ... 3 0
2897 3 0 ... 4 6
7768 4 2 ... 4 3
2222 2 2 ... 4 6
2135 2 2 ... 5 6
2599 2 2 ... 4 6
7654 4 3 ... 4 3
705 3 2 ... 5 3
6458 4 2 ... 4 1
3468 2 0 ... 4 6
6744 2 0 ... 3 0
7640 0 3 ... 3 0
7238 4 2 ... 4 3
6743 3 3 ... 4 6
5924 3 2 ... 5 6
5874 2 2 ... 1 5
4373 3 0 ... 5 0
7891 4 2 ... 4 3
1033 3 0 ... 3 0
7527 4 2 ... 4 6
5827 3 3 ... 4 0
4859 3 2 ... 1 5
4931 2 2 ... 1 5
3264 2 0 ... 5 3
1653 2 3 ... 3 0
2607 3 0 ... 4 6
2732 2 2 ... 5 6
[5686 rows x 22 columns] 5314 1
2075 0
5165 1
1155 0
4448 1
1045 0
3181 1
3225 0
1083 0
6239 1
4700 1
2769 0
5020 1
1302 0
2604 0
4864 1
2058 0
6346 1
376 0
7403 1
873 0
6459 1
6266 1
4911 0
2284 0
5292 1
5544 0
5486 1
2148 0
607 0
..
6216 1
2893 0
537 0
1701 0
2897 0
7768 1
2222 0
2135 0
2599 0
7654 1
705 0
6458 1
3468 1
6744 0
7640 0
7238 1
6743 1
5924 1
5874 0
4373 1
7891 1
1033 0
7527 1
5827 1
4859 0
4931 0
3264 1
1653 0
2607 0
2732 0
Name: class, Length: 5686, dtype: int64
cap-shape cap-surface ... population habitat
380 2 2 ... 3 4
3641 3 2 ... 5 6
273 2 2 ... 2 2
1029 2 3 ... 0 0
684 2 0 ... 4 6
2899 3 2 ... 4 6
1568 3 3 ... 4 4
6126 3 3 ... 4 1
2267 2 2 ... 4 6
4030 2 2 ... 5 6
5481 4 3 ... 1 5
5010 2 2 ... 1 5
1140 3 0 ... 0 0
49 3 2 ... 3 3
888 2 2 ... 5 3
4816 3 0 ... 4 3
2676 2 0 ... 4 6
1916 3 2 ... 4 4
1454 2 3 ... 0 0
2030 2 2 ... 4 6
3443 2 0 ... 4 6
3608 3 0 ... 5 3
5870 3 2 ... 5 0
7145 2 2 ... 4 1
4978 2 2 ... 4 6
4136 2 0 ... 5 6
1103 2 2 ... 3 0
7946 2 2 ... 4 3
2164 3 0 ... 5 6
5129 2 3 ... 4 0
... ... ... ... ... ...
5790 2 2 ... 4 1
7608 4 2 ... 4 1
238 2 2 ... 3 0
1524 2 3 ... 0 0
4788 3 2 ... 4 6
2165 2 0 ... 5 6
4218 3 0 ... 5 0
4285 2 0 ... 5 6
1828 2 3 ... 0 0
2643 3 2 ... 4 6
7652 3 3 ... 1 1
7625 3 2 ... 4 6
6925 3 2 ... 4 6
17 2 3 ... 3 0
7494 3 2 ... 4 1
5560 2 3 ... 4 0
3432 2 0 ... 4 3
5281 3 2 ... 1 1
2872 2 2 ... 5 6
2368 2 2 ... 4 6
965 3 3 ... 3 0
172 2 0 ... 4 6
1428 3 2 ... 3 3
483 3 0 ... 5 4
5221 2 2 ... 1 5
520 2 3 ... 2 2
36 5 0 ... 4 4
7959 4 2 ... 4 1
6520 2 2 ... 4 3
6005 3 2 ... 4 6
[2438 rows x 22 columns] 380 1
3641 0
273 0
1029 0
684 0
2899 0
1568 1
6126 1
2267 0
4030 1
5481 0
5010 0
1140 0
49 0
888 0
4816 1
2676 0
1916 1
1454 0
2030 0
3443 1
3608 1
5870 1
7145 1
4978 1
4136 1
1103 1
7946 0
2164 0
5129 1
..
5790 1
7608 1
238 0
1524 0
4788 0
2165 0
4218 1
4285 1
1828 0
2643 0
7652 0
7625 1
6925 1
17 1
7494 1
5560 1
3432 1
5281 1
2872 0
2368 0
965 0
172 0
1428 0
483 0
5221 0
520 0
36 0
7959 1
6520 1
6005 1
Name: class, Length: 2438, dtype: int64
我自己的实际输出结果
cap-shape cap-surface cap-color bruises odor gill-attachment \
5314 2 3 8 1 4 1
2075 2 3 9 1 1 1
5165 3 3 8 1 4 1
1155 0 2 8 1 0 1
4448 2 2 9 0 4 1
1045 2 3 8 1 0 1
3181 2 0 5 0 2 1
3225 3 0 3 1 6 1
1083 3 0 3 0 6 1
6239 3 3 0 0 3 1
4700 3 2 9 0 4 1
2769 2 0 3 1 6 1
5020 3 3 8 1 4 1
1302 3 3 8 0 6 1
2604 3 0 0 1 6 1
4864 3 2 3 0 4 1
2058 2 0 8 0 6 1
6346 3 3 0 0 4 1
376 5 0 0 0 6 1
7403 4 2 7 0 3 1
873 2 0 0 1 6 1
6459 3 3 7 0 8 1
6266 3 2 0 0 8 1
4911 3 3 7 1 6 1
2284 2 2 0 1 6 1
5292 2 2 7 0 3 1
5544 4 2 7 1 6 1
5486 2 2 3 0 4 1
2148 3 0 7 1 6 1
607 3 2 0 1 0 1
... ... ... ... ... ... ...
6216 2 2 7 0 4 1
2893 2 2 7 1 6 1
537 5 0 0 0 6 1
1701 3 3 8 0 6 1
2897 3 0 0 1 6 1
7768 4 2 7 0 8 1
2222 2 2 7 1 6 1
2135 2 2 3 1 6 1
2599 2 2 3 1 6 1
7654 4 3 0 0 4 1
705 3 2 9 1 1 1
6458 4 2 0 0 3 1
3468 2 0 3 0 2 1
6744 2 0 3 0 6 1
7640 0 3 8 0 6 1
7238 4 2 0 0 3 1
6743 3 3 7 0 3 1
5924 3 2 9 0 4 1
5874 2 2 5 1 6 1
4373 3 0 3 0 4 1
7891 4 2 0 0 8 1
1033 3 0 0 0 6 1
7527 4 2 0 0 8 1
5827 3 3 3 1 4 1
4859 3 2 0 1 6 1
4931 2 2 7 1 6 1
3264 2 0 3 0 4 1
1653 2 3 3 0 6 1
2607 3 0 0 1 6 1
2732 2 2 3 1 6 1
gill-spacing gill-size gill-color stalk-shape ... \
5314 0 0 3 1 ...
2075 0 0 0 0 ...
5165 0 0 7 1 ...
1155 0 0 0 0 ...
4448 0 0 3 0 ...
1045 0 0 10 0 ...
3181 0 1 8 0 ...
3225 0 0 8 1 ...
1083 1 0 1 1 ...
6239 0 1 2 1 ...
4700 0 0 3 0 ...
2769 0 0 8 1 ...
5020 0 0 3 1 ...
1302 1 0 3 1 ...
2604 0 0 1 1 ...
4864 0 0 3 0 ...
2058 1 0 7 1 ...
6346 0 1 2 1 ...
376 0 1 0 0 ...
7403 0 1 2 1 ...
873 0 0 1 1 ...
6459 0 1 2 1 ...
6266 0 1 2 1 ...
4911 0 0 10 0 ...
2284 0 0 7 1 ...
5292 0 1 2 1 ...
5544 0 0 10 0 ...
5486 0 0 7 0 ...
2148 0 0 8 1 ...
607 0 0 1 0 ...
... ... ... ... ... ...
6216 0 1 2 1 ...
2893 0 0 7 1 ...
537 0 1 7 0 ...
1701 1 0 0 1 ...
2897 0 0 8 1 ...
7768 0 1 2 1 ...
2222 0 0 1 1 ...
2135 0 0 8 1 ...
2599 0 0 10 1 ...
7654 0 1 2 1 ...
705 0 0 7 0 ...
6458 0 1 2 1 ...
3468 1 1 7 0 ...
6744 1 0 4 0 ...
7640 1 0 7 0 ...
7238 0 1 2 1 ...
6743 0 1 2 1 ...
5924 0 0 7 0 ...
5874 0 0 10 0 ...
4373 0 0 7 0 ...
7891 0 1 2 1 ...
1033 1 0 7 1 ...
7527 0 1 2 1 ...
5827 0 0 7 1 ...
4859 0 0 9 0 ...
4931 0 0 9 0 ...
3264 0 0 3 0 ...
1653 1 0 3 1 ...
2607 0 0 1 1 ...
2732 0 0 10 1 ...
stalk-surface-below-ring stalk-color-above-ring \
5314 3 7
2075 3 7
5165 3 7
1155 3 7
4448 2 1
1045 3 7
3181 3 7
3225 3 3
1083 0 7
6239 2 7
4700 2 0
2769 3 7
5020 0 7
1302 0 7
2604 3 3
4864 2 5
2058 0 7
6346 3 5
376 3 7
7403 2 5
873 3 3
6459 3 7
6266 3 5
4911 3 7
2284 3 7
5292 2 7
5544 3 7
5486 2 5
2148 3 7
607 1 7
... ... ...
6216 3 5
2893 3 3
537 3 7
1701 3 7
2897 3 3
7768 2 7
2222 3 7
2135 3 5
2599 3 3
7654 3 7
705 1 7
6458 2 5
3468 3 7
6744 2 7
7640 3 7
7238 2 5
6743 3 5
5924 2 0
5874 3 6
4373 2 1
7891 3 7
1033 0 7
7527 3 5
5827 0 7
4859 3 6
4931 3 6
3264 2 5
1653 3 7
2607 3 3
2732 3 3
stalk-color-below-ring veil-type veil-color ring-number ring-type \
5314 7 0 2 1 4
2075 7 0 2 1 4
5165 7 0 2 1 4
1155 7 0 2 1 4
4448 1 0 2 1 2
1045 7 0 2 1 4
3181 7 0 2 1 4
3225 5 0 2 1 4
1083 7 0 2 1 0
6239 5 0 2 1 0
4700 0 0 2 1 2
2769 3 0 2 1 4
5020 7 0 2 1 4
1302 7 0 2 1 0
2604 7 0 2 1 4
4864 5 0 2 1 2
2058 7 0 2 1 0
6346 5 0 2 1 0
376 7 0 2 1 4
7403 5 0 2 1 0
873 7 0 2 1 4
6459 5 0 2 1 0
6266 5 0 2 1 0
4911 6 0 2 2 0
2284 5 0 2 1 4
5292 5 0 2 1 0
5544 7 0 2 2 0
5486 5 0 2 1 2
2148 7 0 2 1 4
607 7 0 2 1 4
... ... ... ... ... ...
6216 7 0 2 1 0
2893 5 0 2 1 4
537 7 0 2 1 4
1701 7 0 2 1 0
2897 3 0 2 1 4
7768 5 0 2 1 0
2222 7 0 2 1 4
2135 7 0 2 1 4
2599 7 0 2 1 4
7654 7 0 2 1 0
705 7 0 2 1 4
6458 5 0 2 1 0
3468 7 0 2 1 4
6744 7 0 2 2 4
7640 7 0 2 2 4
7238 7 0 2 1 0
6743 5 0 2 1 0
5924 5 0 2 1 2
5874 7 0 2 2 0
4373 5 0 2 1 2
7891 7 0 2 1 0
1033 7 0 2 1 0
7527 7 0 2 1 0
5827 7 0 2 1 4
4859 7 0 2 2 0
4931 6 0 2 2 0
3264 0 0 2 1 2
1653 7 0 2 1 0
2607 3 0 2 1 4
2732 5 0 2 1 4
spore-print-color population habitat
5314 3 4 0
2075 0 2 2
5165 3 3 0
1155 1 3 2
4448 3 5 0
1045 1 3 0
3181 0 4 6
3225 1 5 6
1083 0 3 0
6239 7 4 6
4700 3 4 3
2769 1 5 6
5020 3 4 4
1302 1 3 0
2604 1 4 6
4864 3 5 0
2058 1 0 0
6346 7 4 1
376 0 5 4
7403 7 4 1
873 0 4 6
6459 7 4 6
6266 7 4 3
4911 7 1 5
2284 0 5 6
5292 7 4 6
5544 7 1 5
5486 3 5 3
2148 1 5 6
607 0 5 0
... ... ... ...
6216 7 4 1
2893 0 4 6
537 0 4 4
1701 1 3 0
2897 0 4 6
7768 7 4 3
2222 1 4 6
2135 1 5 6
2599 0 4 6
7654 7 4 3
705 0 5 3
6458 7 4 1
3468 1 4 6
6744 7 3 0
7640 7 3 0
7238 7 4 3
6743 7 4 6
5924 3 5 6
5874 7 1 5
4373 3 5 0
7891 7 4 3
1033 1 3 0
7527 7 4 6
5827 3 4 0
4859 7 1 5
4931 7 1 5
3264 3 5 3
1653 1 3 0
2607 1 4 6
2732 1 5 6
[5686 rows x 22 columns] 5314 1
2075 0
5165 1
1155 0
4448 1
1045 0
3181 1
3225 0
1083 0
6239 1
4700 1
2769 0
5020 1
1302 0
2604 0
4864 1
2058 0
6346 1
376 0
7403 1
873 0
6459 1
6266 1
4911 0
2284 0
5292 1
5544 0
5486 1
2148 0
607 0
..
6216 1
2893 0
537 0
1701 0
2897 0
7768 1
2222 0
2135 0
2599 0
7654 1
705 0
6458 1
3468 1
6744 0
7640 0
7238 1
6743 1
5924 1
5874 0
4373 1
7891 1
1033 0
7527 1
5827 1
4859 0
4931 0
3264 1
1653 0
2607 0
2732 0
Name: class, Length: 5686, dtype: int64
cap-shape cap-surface cap-color bruises odor gill-attachment \
380 2 2 0 1 7 1
3641 3 2 3 1 6 1
273 2 2 9 1 0 1
1029 2 3 8 0 6 1
684 2 0 0 1 6 1
2899 3 2 0 1 6 1
1568 3 3 0 1 7 1
6126 3 3 7 0 8 1
2267 2 2 0 1 6 1
4030 2 2 9 0 4 1
5481 4 3 5 1 6 1
5010 2 2 7 1 6 1
1140 3 0 8 0 6 1
49 3 2 9 1 1 1
888 2 2 9 1 0 1
4816 3 0 9 0 4 1
2676 2 0 3 1 6 1
1916 3 2 8 1 7 1
1454 2 3 3 0 6 1
2030 2 2 7 1 6 1
3443 2 0 5 0 2 1
3608 3 0 3 0 4 1
5870 3 2 9 0 4 1
7145 2 2 7 0 4 1
4978 2 2 9 0 4 1
4136 2 0 3 0 4 1
1103 2 2 0 1 7 1
7946 2 2 2 1 6 1
2164 3 0 0 1 6 1
5129 2 3 1 1 4 1
... ... ... ... ... ... ...
5790 2 2 0 0 8 1
7608 4 2 0 0 3 1
238 2 2 9 1 1 1
1524 2 3 0 0 6 1
4788 3 2 0 1 6 1
2165 2 0 7 1 6 1
4218 3 0 9 0 4 1
4285 2 0 9 0 4 1
1828 2 3 3 0 6 1
2643 3 2 0 1 6 1
7652 3 3 0 0 6 0
7625 3 2 0 0 4 1
6925 3 2 0 0 8 1
17 2 3 0 1 7 1
7494 3 2 7 0 8 1
5560 2 3 8 1 4 1
3432 2 0 3 0 4 1
5281 3 2 8 1 6 1
2872 2 2 0 1 6 1
2368 2 2 0 1 6 1
965 3 3 3 0 6 1
172 2 0 9 1 1 1
1428 3 2 0 1 1 1
483 3 0 3 0 6 1
5221 2 2 5 1 6 1
520 2 3 8 1 1 1
36 5 0 3 0 6 1
7959 4 2 7 0 4 1
6520 2 2 7 0 3 1
6005 3 2 7 0 8 1
gill-spacing gill-size gill-color stalk-shape ... \
380 0 1 7 0 ...
3641 0 0 7 1 ...
273 0 0 0 0 ...
1029 1 0 0 1 ...
684 0 0 7 1 ...
2899 0 0 1 1 ...
1568 0 1 0 0 ...
6126 0 1 2 1 ...
2267 0 0 7 1 ...
4030 0 0 7 0 ...
5481 0 0 9 0 ...
5010 0 0 10 0 ...
1140 1 0 1 1 ...
49 0 0 10 0 ...
888 0 0 10 0 ...
4816 0 0 3 0 ...
2676 0 0 1 1 ...
1916 0 1 10 0 ...
1454 1 0 1 1 ...
2030 0 0 8 1 ...
3443 1 1 7 0 ...
3608 0 0 7 0 ...
5870 0 0 3 0 ...
7145 0 1 2 1 ...
4978 0 0 7 0 ...
4136 0 0 3 0 ...
1103 0 1 10 0 ...
7946 0 0 10 0 ...
2164 0 0 8 1 ...
5129 0 0 7 1 ...
... ... ... ... ... ...
5790 0 1 2 1 ...
7608 0 1 2 1 ...
238 0 0 1 0 ...
1524 1 0 1 1 ...
4788 0 0 1 1 ...
2165 0 0 1 1 ...
4218 0 0 7 0 ...
4285 0 0 4 0 ...
1828 1 0 7 1 ...
2643 0 0 8 1 ...
7652 0 0 1 0 ...
7625 0 1 2 1 ...
6925 0 1 2 1 ...
17 0 1 1 0 ...
7494 0 1 2 1 ...
5560 0 0 7 1 ...
3432 0 0 4 0 ...
5281 1 1 10 0 ...
2872 0 0 8 1 ...
2368 0 0 1 1 ...
965 1 0 1 1 ...
172 1 1 1 1 ...
1428 0 0 1 0 ...
483 0 1 4 0 ...
5221 0 0 10 0 ...
520 0 0 10 0 ...
36 0 1 0 0 ...
7959 0 1 2 1 ...
6520 0 1 2 1 ...
6005 0 1 2 1 ...
stalk-surface-below-ring stalk-color-above-ring \
380 3 7
3641 3 3
273 3 7
1029 3 7
684 3 5
2899 3 3
1568 3 7
6126 3 7
2267 3 3
4030 2 5
5481 3 7
5010 3 6
1140 3 7
49 1 7
888 1 7
4816 2 0
2676 3 7
1916 3 7
1454 0 7
2030 3 7
3443 3 7
3608 2 1
5870 2 1
7145 2 7
4978 2 5
4136 2 1
1103 3 7
7946 3 7
2164 3 7
5129 3 7
... ... ...
5790 2 5
7608 3 7
238 1 7
1524 0 7
4788 3 5
2165 3 7
4218 2 5
4285 2 1
1828 3 7
2643 3 3
7652 3 4
7625 2 5
6925 2 7
17 3 7
7494 2 5
5560 3 7
3432 2 0
5281 3 7
2872 3 5
2368 3 3
965 3 7
172 3 7
1428 1 7
483 3 7
5221 3 6
520 3 7
36 3 7
7959 3 7
6520 3 7
6005 2 5
stalk-color-below-ring veil-type veil-color ring-number ring-type \
380 7 0 2 1 4
3641 3 0 2 1 4
273 7 0 2 1 4
1029 7 0 2 1 0
684 7 0 2 1 4
2899 5 0 2 1 4
1568 7 0 2 1 4
6126 7 0 2 1 0
2267 3 0 2 1 4
4030 5 0 2 1 2
5481 7 0 2 2 0
5010 7 0 2 2 0
1140 7 0 2 1 0
49 7 0 2 1 4
888 7 0 2 1 4
4816 1 0 2 1 2
2676 5 0 2 1 4
1916 7 0 2 1 4
1454 7 0 2 1 0
2030 5 0 2 1 4
3443 7 0 2 1 4
3608 1 0 2 1 2
5870 1 0 2 1 2
7145 7 0 2 1 0
4978 1 0 2 1 2
4136 1 0 2 1 2
1103 7 0 2 1 4
7946 7 0 2 2 4
2164 5 0 2 1 4
5129 7 0 2 1 4
... ... ... ... ... ...
5790 5 0 2 1 0
7608 5 0 2 1 0
238 7 0 2 1 4
1524 7 0 2 1 0
4788 7 0 2 1 4
2165 5 0 2 1 4
4218 1 0 2 1 2
4285 1 0 2 1 2
1828 7 0 2 1 0
2643 3 0 2 1 4
7652 4 0 0 1 4
7625 5 0 2 1 0
6925 7 0 2 1 0
17 7 0 2 1 4
7494 7 0 2 1 0
5560 7 0 2 1 4
3432 0 0 2 1 2
5281 7 0 2 1 4
2872 7 0 2 1 4
2368 7 0 2 1 4
965 7 0 2 1 0
172 7 0 2 1 4
1428 7 0 2 1 4
483 7 0 2 1 4
5221 6 0 2 2 0
520 7 0 2 1 4
36 7 0 2 1 4
7959 5 0 2 1 0
6520 7 0 2 1 0
6005 5 0 2 1 0
spore-print-color population habitat
380 0 3 4
3641 0 5 6
273 1 2 2
1029 0 0 0
684 1 4 6
2899 0 4 6
1568 0 4 4
6126 7 4 1
2267 1 4 6
4030 3 5 6
5481 7 1 5
5010 7 1 5
1140 1 0 0
49 0 3 3
888 0 5 3
4816 3 4 3
2676 0 4 6
1916 0 4 4
1454 0 0 0
2030 0 4 6
3443 1 4 6
3608 3 5 3
5870 3 5 0
7145 7 4 1
4978 3 4 6
4136 3 5 6
1103 1 3 0
7946 7 4 3
2164 1 5 6
5129 3 4 0
... ... ... ...
5790 7 4 1
7608 7 4 1
238 0 3 0
1524 1 0 0
4788 1 4 6
2165 1 5 6
4218 3 5 0
4285 3 5 6
1828 1 0 0
2643 0 4 6
7652 2 1 1
7625 7 4 6
6925 7 4 6
17 0 3 0
7494 7 4 1
5560 3 4 0
3432 3 4 3
5281 7 1 1
2872 1 5 6
2368 0 4 6
965 0 3 0
172 6 4 6
1428 0 3 3
483 0 5 4
5221 7 1 5
520 0 2 2
36 0 4 4
7959 7 4 1
6520 7 4 3
6005 7 4 6
[2438 rows x 22 columns] 380 1
3641 0
273 0
1029 0
684 0
2899 0
1568 1
6126 1
2267 0
4030 1
5481 0
5010 0
1140 0
49 0
888 0
4816 1
2676 0
1916 1
1454 0
2030 0
3443 1
3608 1
5870 1
7145 1
4978 1
4136 1
1103 1
7946 0
2164 0
5129 1
..
5790 1
7608 1
238 0
1524 0
4788 0
2165 0
4218 1
4285 1
1828 0
2643 0
7652 0
7625 1
6925 1
17 1
7494 1
5560 1
3432 1
5281 1
2872 0
2368 0
965 0
172 0
1428 0
483 0
5221 0
520 0
36 0
7959 1
6520 1
6005 1
Name: class, Length: 2438, dtype: int64