Datasets:
lvwerra
/
red-wine

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fixed acidity
float64
4.6
15.9
volatile acidity
float64
0.12
1.58
citric acid
float64
0
1
residual sugar
float64
0.9
15.5
chlorides
float64
0.01
0.61
free sulfur dioxide
float64
1
72
total sulfur dioxide
float64
6
289
density
float64
0.99
1
pH
float64
2.74
4.01
sulphates
float64
0.33
2
alcohol
float64
8.4
14.9
quality
int64
3
8
8.4
0.34
0.42
2.1
0.072
23
36
0.99392
3.11
0.78
12.4
6
7.4
0.49
0.27
2.1
0.071
14
25
0.99388
3.35
0.63
12
6
6.1
0.48
0.09
1.7
0.078
18
30
0.99402
3.45
0.54
11.2
6
7.4
0.49
0.27
2.1
0.071
14
25
0.99388
3.35
0.63
12
6
8
0.48
0.34
2.2
0.073
16
25
0.9936
3.28
0.66
12.4
6
6.3
0.57
0.28
2.1
0.048
13
49
0.99374
3.41
0.6
12.8
5
8.2
0.23
0.42
1.9
0.069
9
17
0.99376
3.21
0.54
12.3
6
9.1
0.3
0.41
2
0.068
10
24
0.99523
3.27
0.85
11.7
7
8.1
0.78
0.1
3.3
0.09
4
13
0.99855
3.36
0.49
9.5
5
10.8
0.47
0.43
2.1
0.171
27
66
0.9982
3.17
0.76
10.8
6
8.3
0.53
0
1.4
0.07
6
14
0.99593
3.25
0.64
10
6
5.4
0.42
0.27
2
0.092
23
55
0.99471
3.78
0.64
12.3
7
7.9
0.33
0.41
1.5
0.056
6
35
0.99396
3.29
0.71
11
6
8.9
0.24
0.39
1.6
0.074
3
10
0.99698
3.12
0.59
9.5
6
5
0.4
0.5
4.3
0.046
29
80
0.9902
3.49
0.66
13.6
6
7
0.69
0.07
2.5
0.091
15
21
0.99572
3.38
0.6
11.3
6
7
0.69
0.07
2.5
0.091
15
21
0.99572
3.38
0.6
11.3
6
7
0.69
0.07
2.5
0.091
15
21
0.99572
3.38
0.6
11.3
6
7.1
0.39
0.12
2.1
0.065
14
24
0.99252
3.3
0.53
13.3
6
5.6
0.66
0
2.5
0.066
7
15
0.99256
3.52
0.58
12.9
5
7.9
0.54
0.34
2.5
0.076
8
17
0.99235
3.2
0.72
13.1
8
6.6
0.5
0
1.8
0.062
21
28
0.99352
3.44
0.55
12.3
6
6.3
0.47
0
1.4
0.055
27
33
0.9922
3.45
0.48
12.3
6
10.7
0.4
0.37
1.9
0.081
17
29
0.99674
3.12
0.65
11.2
6
6.5
0.58
0
2.2
0.096
3
13
0.99557
3.62
0.62
11.5
4
8.8
0.24
0.35
1.7
0.055
13
27
0.99394
3.14
0.59
11.3
7
5.8
0.29
0.26
1.7
0.063
3
11
0.9915
3.39
0.54
13.5
6
6.3
0.76
0
2.9
0.072
26
52
0.99379
3.51
0.6
11.5
6
10
0.43
0.33
2.7
0.095
28
89
0.9984
3.22
0.68
10
5
10.5
0.43
0.35
3.3
0.092
24
70
0.99798
3.21
0.69
10.5
6
9.1
0.6
0
1.9
0.058
5
10
0.9977
3.18
0.63
10.4
6
5.9
0.19
0.21
1.7
0.045
57
135
0.99341
3.32
0.44
9.5
5
7.4
0.36
0.34
1.8
0.075
18
38
0.9933
3.38
0.88
13.6
7
7.2
0.48
0.07
5.5
0.089
10
18
0.99684
3.37
0.68
11.2
7
8.5
0.28
0.35
1.7
0.061
6
15
0.99524
3.3
0.74
11.8
7
8
0.25
0.43
1.7
0.067
22
50
0.9946
3.38
0.6
11.9
6
10.4
0.52
0.45
2
0.08
6
13
0.99774
3.22
0.76
11.4
6
10.4
0.52
0.45
2
0.08
6
13
0.99774
3.22
0.76
11.4
6
7.5
0.41
0.15
3.7
0.104
29
94
0.99786
3.14
0.58
9.1
5
8.2
0.51
0.24
2
0.079
16
86
0.99764
3.34
0.64
9.5
6
7.3
0.4
0.3
1.7
0.08
33
79
0.9969
3.41
0.65
9.5
6
8.2
0.38
0.32
2.5
0.08
24
71
0.99624
3.27
0.85
11
6
6.9
0.45
0.11
2.4
0.043
6
12
0.99354
3.3
0.65
11.4
6
7
0.22
0.3
1.8
0.065
16
20
0.99672
3.61
0.82
10
6
7.3
0.32
0.23
2.3
0.066
35
70
0.99588
3.43
0.62
10.1
5
8.2
0.2
0.43
2.5
0.076
31
51
0.99672
3.53
0.81
10.4
6
7.8
0.5
0.12
1.8
0.178
6
21
0.996
3.28
0.87
9.8
6
10
0.41
0.45
6.2
0.071
6
14
0.99702
3.21
0.49
11.8
7
7.8
0.39
0.42
2
0.086
9
21
0.99526
3.39
0.66
11.6
6
10
0.35
0.47
2
0.061
6
11
0.99585
3.23
0.52
12
6
8.2
0.33
0.32
2.8
0.067
4
12
0.99473
3.3
0.76
12.8
7
6.1
0.58
0.23
2.5
0.044
16
70
0.99352
3.46
0.65
12.5
6
8.3
0.6
0.25
2.2
0.118
9
38
0.99616
3.15
0.53
9.8
5
9.6
0.42
0.35
2.1
0.083
17
38
0.99622
3.23
0.66
11.1
6
6.6
0.58
0
2.2
0.1
50
63
0.99544
3.59
0.68
11.4
6
8.3
0.6
0.25
2.2
0.118
9
38
0.99616
3.15
0.53
9.8
5
8.5
0.18
0.51
1.75
0.071
45
88
0.99524
3.33
0.76
11.8
7
5.1
0.51
0.18
2.1
0.042
16
101
0.9924
3.46
0.87
12.9
7
6.7
0.41
0.43
2.8
0.076
22
54
0.99572
3.42
1.16
10.6
6
10.2
0.41
0.43
2.2
0.11
11
37
0.99728
3.16
0.67
10.8
5
10.6
0.36
0.57
2.3
0.087
6
20
0.99676
3.14
0.72
11.1
7
8.8
0.45
0.43
1.4
0.076
12
21
0.99551
3.21
0.75
10.2
6
8.5
0.32
0.42
2.3
0.075
12
19
0.99434
3.14
0.71
11.8
7
9
0.785
0.24
1.7
0.078
10
21
0.99692
3.29
0.67
10
5
9
0.785
0.24
1.7
0.078
10
21
0.99692
3.29
0.67
10
5
8.5
0.44
0.5
1.9
0.369
15
38
0.99634
3.01
1.1
9.4
5
9.9
0.54
0.26
2
0.111
7
60
0.99709
2.94
0.98
10.2
5
8.2
0.33
0.39
2.5
0.074
29
48
0.99528
3.32
0.88
12.4
7
6.5
0.34
0.27
2.8
0.067
8
44
0.99384
3.21
0.56
12
6
7.6
0.5
0.29
2.3
0.086
5
14
0.99502
3.32
0.62
11.5
6
9.2
0.36
0.34
1.6
0.062
5
12
0.99667
3.2
0.67
10.5
6
7.1
0.59
0
2.2
0.078
26
44
0.99522
3.42
0.68
10.8
6
9.7
0.42
0.46
2.1
0.074
5
16
0.99649
3.27
0.74
12.3
6
7.6
0.36
0.31
1.7
0.079
26
65
0.99716
3.46
0.62
9.5
6
7.6
0.36
0.31
1.7
0.079
26
65
0.99716
3.46
0.62
9.5
6
6.5
0.61
0
2.2
0.095
48
59
0.99541
3.61
0.7
11.5
6
6.5
0.88
0.03
5.6
0.079
23
47
0.99572
3.58
0.5
11.2
4
7.1
0.66
0
2.4
0.052
6
11
0.99318
3.35
0.66
12.7
7
5.6
0.915
0
2.1
0.041
17
78
0.99346
3.68
0.73
11.4
5
8.2
0.35
0.33
2.4
0.076
11
47
0.99599
3.27
0.81
11
6
8.2
0.35
0.33
2.4
0.076
11
47
0.99599
3.27
0.81
11
6
9.8
0.39
0.43
1.65
0.068
5
11
0.99478
3.19
0.46
11.4
5
10.2
0.4
0.4
2.5
0.068
41
54
0.99754
3.38
0.86
10.5
6
6.8
0.66
0.07
1.6
0.07
16
61
0.99572
3.29
0.6
9.3
5
6.7
0.64
0.23
2.1
0.08
11
119
0.99538
3.36
0.7
10.9
5
7
0.43
0.3
2
0.085
6
39
0.99346
3.33
0.46
11.9
6
6.6
0.8
0.03
7.8
0.079
6
12
0.9963
3.52
0.5
12.2
5
7
0.43
0.3
2
0.085
6
39
0.99346
3.33
0.46
11.9
6
6.7
0.64
0.23
2.1
0.08
11
119
0.99538
3.36
0.7
10.9
5
8.8
0.955
0.05
1.8
0.075
5
19
0.99616
3.3
0.44
9.6
4
9.1
0.4
0.57
4.6
0.08
6
20
0.99652
3.28
0.57
12.5
6
6.5
0.885
0
2.3
0.166
6
12
0.99551
3.56
0.51
10.8
5
7.2
0.25
0.37
2.5
0.063
11
41
0.99439
3.52
0.8
12.4
7
6.4
0.885
0
2.3
0.166
6
12
0.99551
3.56
0.51
10.8
5
7
0.745
0.12
1.8
0.114
15
64
0.99588
3.22
0.59
9.5
6
6.2
0.43
0.22
1.8
0.078
21
56
0.99633
3.52
0.6
9.5
6
7.9
0.58
0.23
2.3
0.076
23
94
0.99686
3.21
0.58
9.5
6
7.7
0.57
0.21
1.5
0.069
4
9
0.99458
3.16
0.54
9.8
6
7.7
0.26
0.26
2
0.052
19
77
0.9951
3.15
0.79
10.9
6
7.9
0.58
0.23
2.3
0.076
23
94
0.99686
3.21
0.58
9.5
6