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
8.9
0.31
0.36
2.6
0.056
10
39
0.99562
3.4
0.69
11.8
5
7.4
0.635
0.1
2.4
0.08
16
33
0.99736
3.58
0.69
10.8
7
7.4
0.635
0.1
2.4
0.08
16
33
0.99736
3.58
0.69
10.8
7
6.8
0.59
0.06
6
0.06
11
18
0.9962
3.41
0.59
10.8
7
6.8
0.59
0.06
6
0.06
11
18
0.9962
3.41
0.59
10.8
7
9.2
0.58
0.2
3
0.081
15
115
0.998
3.23
0.59
9.5
5
7.2
0.54
0.27
2.6
0.084
12
78
0.9964
3.39
0.71
11
5
6.1
0.56
0
2.2
0.079
6
9
0.9948
3.59
0.54
11.5
6
7.4
0.52
0.13
2.4
0.078
34
61
0.99528
3.43
0.59
10.8
6
7.3
0.305
0.39
1.2
0.059
7
11
0.99331
3.29
0.52
11.5
6
9.3
0.38
0.48
3.8
0.132
3
11
0.99577
3.23
0.57
13.2
6
9.1
0.28
0.46
9
0.114
3
9
0.99901
3.18
0.6
10.9
6
10
0.46
0.44
2.9
0.065
4
8
0.99674
3.33
0.62
12.2
6
9.4
0.395
0.46
4.6
0.094
3
10
0.99639
3.27
0.64
12.2
7
7.3
0.305
0.39
1.2
0.059
7
11
0.99331
3.29
0.52
11.5
6
8.6
0.315
0.4
2.2
0.079
3
6
0.99512
3.27
0.67
11.9
6
5.3
0.715
0.19
1.5
0.161
7
62
0.99395
3.62
0.61
11
5
6.8
0.41
0.31
8.8
0.084
26
45
0.99824
3.38
0.64
10.1
6
8.4
0.36
0.32
2.2
0.081
32
79
0.9964
3.3
0.72
11
6
8.4
0.62
0.12
1.8
0.072
38
46
0.99504
3.38
0.89
11.8
6
9.6
0.41
0.37
2.3
0.091
10
23
0.99786
3.24
0.56
10.5
5
8.4
0.36
0.32
2.2
0.081
32
79
0.9964
3.3
0.72
11
6
8.4
0.62
0.12
1.8
0.072
38
46
0.99504
3.38
0.89
11.8
6
6.8
0.41
0.31
8.8
0.084
26
45
0.99824
3.38
0.64
10.1
6
8.6
0.47
0.27
2.3
0.055
14
28
0.99516
3.18
0.8
11.2
5
8.6
0.22
0.36
1.9
0.064
53
77
0.99604
3.47
0.87
11
7
9.4
0.24
0.33
2.3
0.061
52
73
0.99786
3.47
0.9
10.2
6
8.4
0.67
0.19
2.2
0.093
11
75
0.99736
3.2
0.59
9.2
4
8.6
0.47
0.27
2.3
0.055
14
28
0.99516
3.18
0.8
11.2
5
8.7
0.33
0.38
3.3
0.063
10
19
0.99468
3.3
0.73
12
7
6.6
0.61
0.01
1.9
0.08
8
25
0.99746
3.69
0.73
10.5
5
7.4
0.61
0.01
2
0.074
13
38
0.99748
3.48
0.65
9.8
5
7.6
0.4
0.29
1.9
0.078
29
66
0.9971
3.45
0.59
9.5
6
7.4
0.61
0.01
2
0.074
13
38
0.99748
3.48
0.65
9.8
5
6.6
0.61
0.01
1.9
0.08
8
25
0.99746
3.69
0.73
10.5
5
8.8
0.3
0.38
2.3
0.06
19
72
0.99543
3.39
0.72
11.8
6
8.8
0.3
0.38
2.3
0.06
19
72
0.99543
3.39
0.72
11.8
6
12
0.63
0.5
1.4
0.071
6
26
0.99791
3.07
0.6
10.4
4
7.2
0.38
0.38
2.8
0.068
23
42
0.99356
3.34
0.72
12.9
7
6.2
0.46
0.17
1.6
0.073
7
11
0.99425
3.61
0.54
11.4
5
9.6
0.33
0.52
2.2
0.074
13
25
0.99509
3.36
0.76
12.4
7
9.9
0.27
0.49
5
0.082
9
17
0.99484
3.19
0.52
12.5
7
10.1
0.43
0.4
2.6
0.092
13
52
0.99834
3.22
0.64
10
7
9.8
0.5
0.34
2.3
0.094
10
45
0.99864
3.24
0.6
9.7
7
8.3
0.3
0.49
3.8
0.09
11
24
0.99498
3.27
0.64
12.1
7
10.2
0.44
0.42
2
0.071
7
20
0.99566
3.14
0.79
11.1
7
10.2
0.44
0.58
4.1
0.092
11
24
0.99745
3.29
0.99
12
7
8.3
0.28
0.48
2.1
0.093
6
12
0.99408
3.26
0.62
12.4
7
8.9
0.12
0.45
1.8
0.075
10
21
0.99552
3.41
0.76
11.9
7
8.9
0.12
0.45
1.8
0.075
10
21
0.99552
3.41
0.76
11.9
7
8.9
0.12
0.45
1.8
0.075
10
21
0.99552
3.41
0.76
11.9
7
8.3
0.28
0.48
2.1
0.093
6
12
0.99408
3.26
0.62
12.4
7
8.2
0.31
0.4
2.2
0.058
6
10
0.99536
3.31
0.68
11.2
7
10.2
0.34
0.48
2.1
0.052
5
9
0.99458
3.2
0.69
12.1
7
7.6
0.43
0.4
2.7
0.082
6
11
0.99538
3.44
0.54
12.2
6
8.5
0.21
0.52
1.9
0.09
9
23
0.99648
3.36
0.67
10.4
5
9
0.36
0.52
2.1
0.111
5
10
0.99568
3.31
0.62
11.3
6
9.5
0.37
0.52
2
0.088
12
51
0.99613
3.29
0.58
11.1
6
6.4
0.57
0.12
2.3
0.12
25
36
0.99519
3.47
0.71
11.3
7
8
0.59
0.05
2
0.089
12
32
0.99735
3.36
0.61
10
5
8.5
0.47
0.27
1.9
0.058
18
38
0.99518
3.16
0.85
11.1
6
7.1
0.56
0.14
1.6
0.078
7
18
0.99592
3.27
0.62
9.3
5
6.6
0.57
0.02
2.1
0.115
6
16
0.99654
3.38
0.69
9.5
5
8.8
0.27
0.39
2
0.1
20
27
0.99546
3.15
0.69
11.2
6
8.5
0.47
0.27
1.9
0.058
18
38
0.99518
3.16
0.85
11.1
6
8.3
0.34
0.4
2.4
0.065
24
48
0.99554
3.34
0.86
11
6
9
0.38
0.41
2.4
0.103
6
10
0.99604
3.13
0.58
11.9
7
8.5
0.66
0.2
2.1
0.097
23
113
0.99733
3.13
0.48
9.2
5
9
0.4
0.43
2.4
0.068
29
46
0.9943
3.2
0.6
12.2
6
6.7
0.56
0.09
2.9
0.079
7
22
0.99669
3.46
0.61
10.2
5
10.4
0.26
0.48
1.9
0.066
6
10
0.99724
3.33
0.87
10.9
6
10.4
0.26
0.48
1.9
0.066
6
10
0.99724
3.33
0.87
10.9
6
10.1
0.38
0.5
2.4
0.104
6
13
0.99643
3.22
0.65
11.6
7
8.5
0.34
0.44
1.7
0.079
6
12
0.99605
3.52
0.63
10.7
5
8.8
0.33
0.41
5.9
0.073
7
13
0.99658
3.3
0.62
12.1
7
7.2
0.41
0.3
2.1
0.083
35
72
0.997
3.44
0.52
9.4
5
7.2
0.41
0.3
2.1
0.083
35
72
0.997
3.44
0.52
9.4
5
8.4
0.59
0.29
2.6
0.109
31
119
0.99801
3.15
0.5
9.1
5
7
0.4
0.32
3.6
0.061
9
29
0.99416
3.28
0.49
11.3
7
12.2
0.45
0.49
1.4
0.075
3
6
0.9969
3.13
0.63
10.4
5
9.1
0.5
0.3
1.9
0.065
8
17
0.99774
3.32
0.71
10.5
6
9.5
0.86
0.26
1.9
0.079
13
28
0.99712
3.25
0.62
10
5
7.3
0.52
0.32
2.1
0.07
51
70
0.99418
3.34
0.82
12.9
6
9.1
0.5
0.3
1.9
0.065
8
17
0.99774
3.32
0.71
10.5
6
12.2
0.45
0.49
1.4
0.075
3
6
0.9969
3.13
0.63
10.4
5
7.4
0.58
0
2
0.064
7
11
0.99562
3.45
0.58
11.3
6
9.8
0.34
0.39
1.4
0.066
3
7
0.9947
3.19
0.55
11.4
7
7.1
0.36
0.3
1.6
0.08
35
70
0.99693
3.44
0.5
9.4
5
7.7
0.39
0.12
1.7
0.097
19
27
0.99596
3.16
0.49
9.4
5
9.7
0.295
0.4
1.5
0.073
14
21
0.99556
3.14
0.51
10.9
6
7.7
0.39
0.12
1.7
0.097
19
27
0.99596
3.16
0.49
9.4
5
7.1
0.34
0.28
2
0.082
31
68
0.99694
3.45
0.48
9.4
5
6.5
0.4
0.1
2
0.076
30
47
0.99554
3.36
0.48
9.4
6
7.1
0.34
0.28
2
0.082
31
68
0.99694
3.45
0.48
9.4
5
10
0.35
0.45
2.5
0.092
20
88
0.99918
3.15
0.43
9.4
5
7.7
0.6
0.06
2
0.079
19
41
0.99697
3.39
0.62
10.1
6
5.6
0.66
0
2.2
0.087
3
11
0.99378
3.71
0.63
12.8
7
5.6
0.66
0
2.2
0.087
3
11
0.99378
3.71
0.63
12.8
7
8.9
0.84
0.34
1.4
0.05
4
10
0.99554
3.12
0.48
9.1
6
6.4
0.69
0
1.65
0.055
7
12
0.99162
3.47
0.53
12.9
6