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
7.5
0.43
0.3
2.2
0.062
6
12
0.99495
3.44
0.72
11.5
7
9.9
0.35
0.38
1.5
0.058
31
47
0.99676
3.26
0.82
10.6
7
9.1
0.29
0.33
2.05
0.063
13
27
0.99516
3.26
0.84
11.7
7
6.8
0.36
0.32
1.8
0.067
4
8
0.9928
3.36
0.55
12.8
7
8.2
0.43
0.29
1.6
0.081
27
45
0.99603
3.25
0.54
10.3
5
6.8
0.36
0.32
1.8
0.067
4
8
0.9928
3.36
0.55
12.8
7
9.1
0.29
0.33
2.05
0.063
13
27
0.99516
3.26
0.84
11.7
7
9.1
0.3
0.34
2
0.064
12
25
0.99516
3.26
0.84
11.7
7
8.9
0.35
0.4
3.6
0.11
12
24
0.99549
3.23
0.7
12
7
9.6
0.5
0.36
2.8
0.116
26
55
0.99722
3.18
0.68
10.9
5
8.9
0.28
0.45
1.7
0.067
7
12
0.99354
3.25
0.55
12.3
7
8.9
0.32
0.31
2
0.088
12
19
0.9957
3.17
0.55
10.4
6
7.7
1.005
0.15
2.1
0.102
11
32
0.99604
3.23
0.48
10
5
7.5
0.71
0
1.6
0.092
22
31
0.99635
3.38
0.58
10
6
8
0.58
0.16
2
0.12
3
7
0.99454
3.22
0.58
11.2
6
10.5
0.39
0.46
2.2
0.075
14
27
0.99598
3.06
0.84
11.4
6
8.9
0.38
0.4
2.2
0.068
12
28
0.99486
3.27
0.75
12.6
7
8
0.18
0.37
0.9
0.049
36
109
0.99007
2.89
0.44
12.7
6
8
0.18
0.37
0.9
0.049
36
109
0.99007
2.89
0.44
12.7
6
7
0.5
0.14
1.8
0.078
10
23
0.99636
3.53
0.61
10.4
5
11.3
0.36
0.66
2.4
0.123
3
8
0.99642
3.2
0.53
11.9
6
11.3
0.36
0.66
2.4
0.123
3
8
0.99642
3.2
0.53
11.9
6
7
0.51
0.09
2.1
0.062
4
9
0.99584
3.35
0.54
10.5
5
8.2
0.32
0.42
2.3
0.098
3
9
0.99506
3.27
0.55
12.3
6
7.7
0.58
0.01
1.8
0.088
12
18
0.99568
3.32
0.56
10.5
7
8.6
0.83
0
2.8
0.095
17
43
0.99822
3.33
0.6
10.4
6
7.9
0.31
0.32
1.9
0.066
14
36
0.99364
3.41
0.56
12.6
6
6.4
0.795
0
2.2
0.065
28
52
0.99378
3.49
0.52
11.6
5
7.2
0.34
0.21
2.5
0.075
41
68
0.99586
3.37
0.54
10.1
6
7.7
0.58
0.01
1.8
0.088
12
18
0.99568
3.32
0.56
10.5
7
7.1
0.59
0
2.1
0.091
9
14
0.99488
3.42
0.55
11.5
7
7.3
0.55
0.01
1.8
0.093
9
15
0.99514
3.35
0.58
11
7
8.1
0.82
0
4.1
0.095
5
14
0.99854
3.36
0.53
9.6
5
7.5
0.57
0.08
2.6
0.089
14
27
0.99592
3.3
0.59
10.4
6
8.9
0.745
0.18
2.5
0.077
15
48
0.99739
3.2
0.47
9.7
6
10.1
0.37
0.34
2.4
0.085
5
17
0.99683
3.17
0.65
10.6
7
7.6
0.31
0.34
2.5
0.082
26
35
0.99356
3.22
0.59
12.5
7
7.3
0.91
0.1
1.8
0.074
20
56
0.99672
3.35
0.56
9.2
5
8.7
0.41
0.41
6.2
0.078
25
42
0.9953
3.24
0.77
12.6
7
8.9
0.5
0.21
2.2
0.088
21
39
0.99692
3.33
0.83
11.1
6
7.4
0.965
0
2.2
0.088
16
32
0.99756
3.58
0.67
10.2
5
6.9
0.49
0.19
1.7
0.079
13
26
0.99547
3.38
0.64
9.8
6
8.9
0.5
0.21
2.2
0.088
21
39
0.99692
3.33
0.83
11.1
6
9.5
0.39
0.41
8.9
0.069
18
39
0.99859
3.29
0.81
10.9
7
6.4
0.39
0.33
3.3
0.046
12
53
0.99294
3.36
0.62
12.2
6
6.9
0.44
0
1.4
0.07
32
38
0.99438
3.32
0.58
11.4
6
7.6
0.78
0
1.7
0.076
33
45
0.99612
3.31
0.62
10.7
6
7.1
0.43
0.17
1.8
0.082
27
51
0.99634
3.49
0.64
10.4
5
9.3
0.49
0.36
1.7
0.081
3
14
0.99702
3.27
0.78
10.9
6
9.3
0.5
0.36
1.8
0.084
6
17
0.99704
3.27
0.77
10.8
6
7.1
0.43
0.17
1.8
0.082
27
51
0.99634
3.49
0.64
10.4
5
8.5
0.46
0.59
1.4
0.414
16
45
0.99702
3.03
1.34
9.2
5
5.6
0.605
0.05
2.4
0.073
19
25
0.99258
3.56
0.55
12.9
5
8.3
0.33
0.42
2.3
0.07
9
20
0.99426
3.38
0.77
12.7
7
8.2
0.64
0.27
2
0.095
5
77
0.99747
3.13
0.62
9.1
6
8.2
0.64
0.27
2
0.095
5
77
0.99747
3.13
0.62
9.1
6
8.9
0.48
0.53
4
0.101
3
10
0.99586
3.21
0.59
12.1
7
7.6
0.42
0.25
3.9
0.104
28
90
0.99784
3.15
0.57
9.1
5
9.9
0.53
0.57
2.4
0.093
30
52
0.9971
3.19
0.76
11.6
7
8.9
0.48
0.53
4
0.101
3
10
0.99586
3.21
0.59
12.1
7
11.6
0.23
0.57
1.8
0.074
3
8
0.9981
3.14
0.7
9.9
6
9.1
0.4
0.5
1.8
0.071
7
16
0.99462
3.21
0.69
12.5
8
8
0.38
0.44
1.9
0.098
6
15
0.9956
3.3
0.64
11.4
6
10.2
0.29
0.65
2.4
0.075
6
17
0.99565
3.22
0.63
11.8
6
8.2
0.74
0.09
2
0.067
5
10
0.99418
3.28
0.57
11.8
6
7.7
0.61
0.18
2.4
0.083
6
20
0.9963
3.29
0.6
10.2
6
6.6
0.52
0.08
2.4
0.07
13
26
0.99358
3.4
0.72
12.5
7
11.1
0.31
0.53
2.2
0.06
3
10
0.99572
3.02
0.83
10.9
7
11.1
0.31
0.53
2.2
0.06
3
10
0.99572
3.02
0.83
10.9
7
8
0.62
0.35
2.8
0.086
28
52
0.997
3.31
0.62
10.8
5
9.3
0.33
0.45
1.5
0.057
19
37
0.99498
3.18
0.89
11.1
7
7.5
0.77
0.2
8.1
0.098
30
92
0.99892
3.2
0.58
9.2
5
7.2
0.35
0.26
1.8
0.083
33
75
0.9968
3.4
0.58
9.5
6
8
0.62
0.33
2.7
0.088
16
37
0.9972
3.31
0.58
10.7
6
7.5
0.77
0.2
8.1
0.098
30
92
0.99892
3.2
0.58
9.2
5
9.1
0.25
0.34
2
0.071
45
67
0.99769
3.44
0.86
10.2
7
9.9
0.32
0.56
2
0.073
3
8
0.99534
3.15
0.73
11.4
6
8.6
0.37
0.65
6.4
0.08
3
8
0.99817
3.27
0.58
11
5
8.6
0.37
0.65
6.4
0.08
3
8
0.99817
3.27
0.58
11
5
7.9
0.3
0.68
8.3
0.05
37.5
278
0.99316
3.01
0.51
12.3
7
10.3
0.27
0.56
1.4
0.047
3
8
0.99471
3.16
0.51
11.8
6
7.9
0.3
0.68
8.3
0.05
37.5
289
0.99316
3.01
0.51
12.3
7
7.2
0.38
0.3
1.8
0.073
31
70
0.99685
3.42
0.59
9.5
6
8.7
0.42
0.45
2.4
0.072
32
59
0.99617
3.33
0.77
12
6
7.2
0.38
0.3
1.8
0.073
31
70
0.99685
3.42
0.59
9.5
6
6.8
0.48
0.08
1.8
0.074
40
64
0.99529
3.12
0.49
9.6
5
8.5
0.34
0.4
4.7
0.055
3
9
0.99738
3.38
0.66
11.6
7
7.9
0.19
0.42
1.6
0.057
18
30
0.994
3.29
0.69
11.2
6
11.6
0.41
0.54
1.5
0.095
22
41
0.99735
3.02
0.76
9.9
7
11.6
0.41
0.54
1.5
0.095
22
41
0.99735
3.02
0.76
9.9
7
10
0.26
0.54
1.9
0.083
42
74
0.99451
2.98
0.63
11.8
8
7.9
0.34
0.42
2
0.086
8
19
0.99546
3.35
0.6
11.4
6
7
0.54
0.09
2
0.081
10
16
0.99479
3.43
0.59
11.5
6
9.2
0.31
0.36
2.2
0.079
11
31
0.99615
3.33
0.86
12
7
6.6
0.725
0.09
5.5
0.117
9
17
0.99655
3.35
0.49
10.8
6
9.4
0.4
0.47
2.5
0.087
6
20
0.99772
3.15
0.5
10.5
5
6.6
0.725
0.09
5.5
0.117
9
17
0.99655
3.35
0.49
10.8
6
8.6
0.52
0.38
1.5
0.096
5
18
0.99666
3.2
0.52
9.4
5
8
0.31
0.45
2.1
0.216
5
16
0.99358
3.15
0.81
12.5
7
8.6
0.52
0.38
1.5
0.096
5
18
0.99666
3.2
0.52
9.4
5