Datasets:
lvwerra
/
red-wine

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fixed acidity
float64
volatile acidity
float64
citric acid
float64
residual sugar
float64
chlorides
float64
free sulfur dioxide
float64
total sulfur dioxide
float64
density
float64
pH
float64
sulphates
float64
alcohol
float64
quality
int64
6.6
0.735
0.02
7.9
0.122
68
124
0.9994
3.47
0.53
9.9
5
7.7
0.26
0.3
1.7
0.059
20
38
0.9949
3.29
0.47
10.8
6
12.2
0.48
0.54
2.6
0.085
19
64
1
3.1
0.61
10.5
6
11.4
0.6
0.49
2.7
0.085
10
41
0.9994
3.15
0.63
10.5
6
7.7
0.69
0.05
2.7
0.075
15
27
0.9974
3.26
0.61
9.1
5
8.7
0.31
0.46
1.4
0.059
11
25
0.9966
3.36
0.76
10.1
6
9.8
0.44
0.47
2.5
0.063
9
28
0.9981
3.24
0.65
10.8
6
12
0.39
0.66
3
0.093
12
30
0.9996
3.18
0.63
10.8
7
10.4
0.34
0.58
3.7
0.174
6
16
0.997
3.19
0.7
11.3
6
12.5
0.46
0.49
4.5
0.07
26
49
0.9981
3.05
0.57
9.6
4
9
0.43
0.34
2.5
0.08
26
86
0.9987
3.38
0.62
9.5
6
9.1
0.45
0.35
2.4
0.08
23
78
0.9987
3.38
0.62
9.5
5
7.1
0.735
0.16
1.9
0.1
15
77
0.9966
3.27
0.64
9.3
5
9.9
0.4
0.53
6.7
0.097
6
19
0.9986
3.27
0.82
11.7
7
8.8
0.52
0.34
2.7
0.087
24
122
0.9982
3.26
0.61
9.5
5
8.6
0.725
0.24
6.6
0.117
31
134
1.0014
3.32
1.07
9.3
5
10.6
0.48
0.64
2.2
0.111
6
20
0.997
3.26
0.66
11.7
6
7
0.58
0.12
1.9
0.091
34
124
0.9956
3.44
0.48
10.5
5
11.9
0.38
0.51
2
0.121
7
20
0.9996
3.24
0.76
10.4
6
6.8
0.77
0
1.8
0.066
34
52
0.9976
3.62
0.68
9.9
5
9.5
0.56
0.33
2.4
0.089
35
67
0.9972
3.28
0.73
11.8
7
6.6
0.84
0.03
2.3
0.059
32
48
0.9952
3.52
0.56
12.3
7
7.7
0.96
0.2
2
0.047
15
60
0.9955
3.36
0.44
10.9
5
10.5
0.24
0.47
2.1
0.066
6
24
0.9978
3.15
0.9
11
7
7.7
0.96
0.2
2
0.047
15
60
0.9955
3.36
0.44
10.9
5
6.6
0.84
0.03
2.3
0.059
32
48
0.9952
3.52
0.56
12.3
7
6.4
0.67
0.08
2.1
0.045
19
48
0.9949
3.49
0.49
11.4
6
9.5
0.78
0.22
1.9
0.077
6
32
0.9988
3.26
0.56
10.6
6
9.1
0.52
0.33
1.3
0.07
9
30
0.9978
3.24
0.6
9.3
5
12.8
0.84
0.63
2.4
0.088
13
35
0.9997
3.1
0.6
10.4
6
10.5
0.24
0.47
2.1
0.066
6
24
0.9978
3.15
0.9
11
7
7.8
0.55
0.35
2.2
0.074
21
66
0.9974
3.25
0.56
9.2
5
11.9
0.37
0.69
2.3
0.078
12
24
0.9958
3
0.65
12.8
6
12.3
0.39
0.63
2.3
0.091
6
18
1.0004
3.16
0.49
9.5
5
10.4
0.41
0.55
3.2
0.076
22
54
0.9996
3.15
0.89
9.9
6
12.3
0.39
0.63
2.3
0.091
6
18
1.0004
3.16
0.49
9.5
5
8
0.67
0.3
2
0.06
38
62
0.9958
3.26
0.56
10.2
6
11.1
0.45
0.73
3.2
0.066
6
22
0.9986
3.17
0.66
11.2
6
10.4
0.41
0.55
3.2
0.076
22
54
0.9996
3.15
0.89
9.9
6
7
0.62
0.18
1.5
0.062
7
50
0.9951
3.08
0.6
9.3
5
12.6
0.31
0.72
2.2
0.072
6
29
0.9987
2.88
0.82
9.8
8
11.9
0.4
0.65
2.15
0.068
7
27
0.9988
3.06
0.68
11.3
6
15.6
0.685
0.76
3.7
0.1
6
43
1.0032
2.95
0.68
11.2
7
10
0.44
0.49
2.7
0.077
11
19
0.9963
3.23
0.63
11.6
7
5.3
0.57
0.01
1.7
0.054
5
27
0.9934
3.57
0.84
12.5
7
9.5
0.735
0.1
2.1
0.079
6
31
0.9986
3.23
0.56
10.1
6
12.5
0.38
0.6
2.6
0.081
31
72
0.9996
3.1
0.73
10.5
5
9.3
0.48
0.29
2.1
0.127
6
16
0.9968
3.22
0.72
11.2
5
8.6
0.53
0.22
2
0.1
7
27
0.9967
3.2
0.56
10.2
6
11.9
0.39
0.69
2.8
0.095
17
35
0.9994
3.1
0.61
10.8
6
11.9
0.39
0.69
2.8
0.095
17
35
0.9994
3.1
0.61
10.8
6
8.4
0.37
0.53
1.8
0.413
9
26
0.9979
3.06
1.06
9.1
6
6.8
0.56
0.03
1.7
0.084
18
35
0.9968
3.44
0.63
10
6
10.4
0.33
0.63
2.8
0.084
5
22
0.9998
3.26
0.74
11.2
7
7
0.23
0.4
1.6
0.063
21
67
0.9952
3.5
0.63
11.1
5
11.3
0.62
0.67
5.2
0.086
6
19
0.9988
3.22
0.69
13.4
8
8.9
0.59
0.39
2.3
0.095
5
22
0.9986
3.37
0.58
10.3
5
9.2
0.63
0.21
2.7
0.097
29
65
0.9988
3.28
0.58
9.6
5
10.4
0.33
0.63
2.8
0.084
5
22
0.9998
3.26
0.74
11.2
7
11.6
0.58
0.66
2.2
0.074
10
47
1.0008
3.25
0.57
9
3
9.2
0.43
0.52
2.3
0.083
14
23
0.9976
3.35
0.61
11.3
6
8.3
0.615
0.22
2.6
0.087
6
19
0.9982
3.26
0.61
9.3
5
11
0.26
0.68
2.55
0.085
10
25
0.997
3.18
0.61
11.8
5
8.1
0.66
0.7
2.2
0.098
25
129
0.9972
3.08
0.53
9
5
11.5
0.315
0.54
2.1
0.084
5
15
0.9987
2.98
0.7
9.2
6
10
0.29
0.4
2.9
0.098
10
26
1.0006
3.48
0.91
9.7
5
10.3
0.5
0.42
2
0.069
21
51
0.9982
3.16
0.72
11.5
6
8.8
0.46
0.45
2.6
0.065
7
18
0.9947
3.32
0.79
14
6
11.4
0.36
0.69
2.1
0.09
6
21
1
3.17
0.62
9.2
6
8.7
0.82
0.02
1.2
0.07
36
48
0.9952
3.2
0.58
9.8
5
13
0.32
0.65
2.6
0.093
15
47
0.9996
3.05
0.61
10.6
5
9.6
0.54
0.42
2.4
0.081
25
52
0.997
3.2
0.71
11.4
6
12.5
0.37
0.55
2.6
0.083
25
68
0.9995
3.15
0.82
10.4
6
9.9
0.35
0.55
2.1
0.062
5
14
0.9971
3.26
0.79
10.6
5
10.5
0.28
0.51
1.7
0.08
10
24
0.9982
3.2
0.89
9.4
6
9.6
0.68
0.24
2.2
0.087
5
28
0.9988
3.14
0.6
10.2
5
9.3
0.27
0.41
2
0.091
6
16
0.998
3.28
0.7
9.7
5
10.4
0.24
0.49
1.8
0.075
6
20
0.9977
3.18
1.06
11
6
9.6
0.68
0.24
2.2
0.087
5
28
0.9988
3.14
0.6
10.2
5
9.4
0.685
0.11
2.7
0.077
6
31
0.9984
3.19
0.7
10.1
6
10.6
0.28
0.39
15.5
0.069
6
23
1.0026
3.12
0.66
9.2
5
9.4
0.3
0.56
2.8
0.08
6
17
0.9964
3.15
0.92
11.7
8
10.6
0.36
0.59
2.2
0.152
6
18
0.9986
3.04
1.05
9.4
5
10.6
0.36
0.6
2.2
0.152
7
18
0.9986
3.04
1.06
9.4
5
10.6
0.44
0.68
4.1
0.114
6
24
0.997
3.06
0.66
13.4
6
10.2
0.67
0.39
1.9
0.054
6
17
0.9976
3.17
0.47
10
5
10.2
0.67
0.39
1.9
0.054
6
17
0.9976
3.17
0.47
10
5
10.2
0.645
0.36
1.8
0.053
5
14
0.9982
3.17
0.42
10
6
11.6
0.32
0.55
2.8
0.081
35
67
1.0002
3.32
0.92
10.8
7
9.3
0.39
0.4
2.6
0.073
10
26
0.9984
3.34
0.75
10.2
6
9.3
0.775
0.27
2.8
0.078
24
56
0.9984
3.31
0.67
10.6
6
9.2
0.41
0.5
2.5
0.055
12
25
0.9952
3.34
0.79
13.3
7
8.9
0.4
0.51
2.6
0.052
13
27
0.995
3.32
0.9
13.4
7
8.7
0.69
0.31
3
0.086
23
81
1.0002
3.48
0.74
11.6
6
6.5
0.39
0.23
8.3
0.051
28
91
0.9952
3.44
0.55
12.1
6
10.7
0.35
0.53
2.6
0.07
5
16
0.9972
3.15
0.65
11
8
7.8
0.52
0.25
1.9
0.081
14
38
0.9984
3.43
0.65
9
6
7.2
0.34
0.32
2.5
0.09
43
113
0.9966
3.32
0.79
11.1
5
10.7
0.35
0.53
2.6
0.07
5
16
0.9972
3.15
0.65
11
8
8.7
0.69
0.31
3
0.086
23
81
1.0002
3.48
0.74
11.6
6