Showing ONLY dataset "diabetes" • SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Associations
Showing ONLY dataset "None" • SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
0
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
7
0.54
2
0.14
1
0.13
3
-0.08
4
-0.07
6
-0.03
5
0.02
0
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.22
MOST FREQUENT VALUES
1.0
135
17.6%
0.0
111
14.5%
2.0
103
13.4%
3.0
75
9.8%
4.0
68
8.9%
5.0
57
7.4%
6.0
50
6.5%
7.0
45
5.9%
8.0
38
4.9%
9.0
28
3.6%
10.0
24
3.1%
11.0
11
1.4%
13.0
10
1.3%
12.0
9
1.2%
14.0
2
0.3%
SMALLEST VALUES
0.0
111
14.5%
1.0
135
17.6%
2.0
103
13.4%
3.0
75
9.8%
4.0
68
8.9%
5.0
57
7.4%
6.0
50
6.5%
7.0
45
5.9%
8.0
38
4.9%
9.0
28
3.6%
10.0
24
3.1%
11.0
11
1.4%
12.0
9
1.2%
13.0
10
1.3%
14.0
2
0.3%
LARGEST VALUES
17.0
1
0.1%
15.0
1
0.1%
14.0
2
0.3%
13.0
10
1.3%
12.0
9
1.2%
11.0
11
1.4%
10.0
24
3.1%
9.0
28
3.6%
8.0
38
4.9%
7.0
45
5.9%
6.0
50
6.5%
5.0
57
7.4%
4.0
68
8.9%
3.0
75
9.8%
2.0
103
13.4%
1
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
4
0.33
7
0.26
5
0.22
2
0.15
6
0.14
0
0.13
3
0.06
1
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.47
MOST FREQUENT VALUES
100.0
17
2.2%
99.0
17
2.2%
111.0
14
1.8%
106.0
14
1.8%
129.0
14
1.8%
125.0
14
1.8%
105.0
13
1.7%
95.0
13
1.7%
112.0
13
1.7%
102.0
13
1.7%
108.0
13
1.7%
122.0
12
1.6%
109.0
12
1.6%
114.0
11
1.4%
124.0
11
1.4%
SMALLEST VALUES
0.0
5
0.7%
44.0
1
0.1%
56.0
1
0.1%
57.0
2
0.3%
61.0
1
0.1%
62.0
1
0.1%
65.0
1
0.1%
67.0
1
0.1%
68.0
3
0.4%
71.0
4
0.5%
72.0
1
0.1%
73.0
3
0.4%
74.0
4
0.5%
75.0
2
0.3%
76.0
2
0.3%
LARGEST VALUES
199.0
1
0.1%
198.0
1
0.1%
197.0
4
0.5%
196.0
3
0.4%
195.0
2
0.3%
194.0
3
0.4%
193.0
2
0.3%
191.0
1
0.1%
190.0
1
0.1%
189.0
4
0.5%
188.0
2
0.3%
187.0
4
0.5%
186.0
1
0.1%
184.0
3
0.4%
183.0
3
0.4%
2
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
5
0.28
7
0.24
3
0.21
1
0.15
0
0.14
4
0.09
6
0.04
2
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.07
MOST FREQUENT VALUES
70.0
57
7.4%
74.0
52
6.8%
78.0
45
5.9%
68.0
45
5.9%
72.0
44
5.7%
64.0
43
5.6%
80.0
40
5.2%
76.0
39
5.1%
60.0
37
4.8%
0.0
35
4.6%
62.0
34
4.4%
82.0
30
3.9%
66.0
30
3.9%
88.0
25
3.3%
84.0
23
3.0%
SMALLEST VALUES
0.0
35
4.6%
24.0
1
0.1%
30.0
2
0.3%
38.0
1
0.1%
40.0
1
0.1%
44.0
4
0.5%
46.0
2
0.3%
48.0
5
0.7%
50.0
13
1.7%
52.0
11
1.4%
54.0
11
1.4%
55.0
2
0.3%
56.0
12
1.6%
58.0
21
2.7%
60.0
37
4.8%
LARGEST VALUES
122.0
1
0.1%
114.0
1
0.1%
110.0
3
0.4%
108.0
2
0.3%
106.0
3
0.4%
104.0
2
0.3%
102.0
1
0.1%
100.0
3
0.4%
98.0
3
0.4%
96.0
4
0.5%
95.0
1
0.1%
94.0
6
0.8%
92.0
8
1.0%
90.0
22
2.9%
88.0
25
3.3%
3
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
4
0.44
5
0.39
2
0.21
6
0.18
7
-0.11
0
-0.08
1
0.06
3
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.07
MOST FREQUENT VALUES
0.0
227
29.6%
32.0
31
4.0%
30.0
27
3.5%
27.0
23
3.0%
23.0
22
2.9%
33.0
20
2.6%
28.0
20
2.6%
18.0
20
2.6%
31.0
19
2.5%
19.0
18
2.3%
39.0
18
2.3%
29.0
17
2.2%
37.0
16
2.1%
40.0
16
2.1%
22.0
16
2.1%
SMALLEST VALUES
0.0
227
29.6%
7.0
2
0.3%
8.0
2
0.3%
10.0
5
0.7%
11.0
6
0.8%
12.0
7
0.9%
13.0
11
1.4%
14.0
6
0.8%
15.0
14
1.8%
16.0
6
0.8%
17.0
14
1.8%
18.0
20
2.6%
19.0
18
2.3%
20.0
13
1.7%
21.0
10
1.3%
LARGEST VALUES
99.0
1
0.1%
63.0
1
0.1%
60.0
1
0.1%
56.0
1
0.1%
54.0
2
0.3%
52.0
2
0.3%
51.0
1
0.1%
50.0
3
0.4%
49.0
3
0.4%
48.0
4
0.5%
47.0
4
0.5%
46.0
8
1.0%
45.0
6
0.8%
44.0
5
0.7%
43.0
6
0.8%
4
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
3
0.44
1
0.33
5
0.20
6
0.19
2
0.09
0
-0.07
7
-0.04
4
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.13
MOST FREQUENT VALUES
0.0
374
48.7%
105.0
11
1.4%
140.0
9
1.2%
130.0
9
1.2%
120.0
8
1.0%
94.0
7
0.9%
100.0
7
0.9%
180.0
7
0.9%
110.0
6
0.8%
135.0
6
0.8%
115.0
6
0.8%
56.0
5
0.7%
49.0
5
0.7%
66.0
5
0.7%
76.0
5
0.7%
SMALLEST VALUES
0.0
374
48.7%
14.0
1
0.1%
15.0
1
0.1%
16.0
1
0.1%
18.0
2
0.3%
22.0
1
0.1%
23.0
2
0.3%
25.0
1
0.1%
29.0
1
0.1%
32.0
1
0.1%
36.0
3
0.4%
37.0
2
0.3%
38.0
1
0.1%
40.0
2
0.3%
41.0
1
0.1%
LARGEST VALUES
846.0
1
0.1%
744.0
1
0.1%
680.0
1
0.1%
600.0
1
0.1%
579.0
1
0.1%
545.0
1
0.1%
543.0
1
0.1%
540.0
1
0.1%
510.0
1
0.1%
495.0
2
0.3%
485.0
1
0.1%
480.0
2
0.3%
478.0
1
0.1%
474.0
1
0.1%
465.0
1
0.1%
5
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
3
0.39
2
0.28
1
0.22
4
0.20
6
0.14
7
0.04
0
0.02
5
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.29
MOST FREQUENT VALUES
32.0
13
1.7%
31.203125
12
1.6%
31.59375
12
1.6%
0.0
11
1.4%
32.40625
10
1.3%
33.3125
10
1.3%
32.8125
9
1.2%
32.90625
9
1.2%
30.09375
9
1.2%
30.796875
9
1.2%
34.1875
8
1.0%
29.703125
8
1.0%
33.59375
8
1.0%
30.40625
7
0.9%
33.1875
7
0.9%
SMALLEST VALUES
0.0
11
1.4%
18.203125
3
0.4%
18.40625
1
0.1%
19.09375
1
0.1%
19.296875
1
0.1%
19.40625
1
0.1%
19.5
2
0.3%
19.59375
3
0.4%
19.90625
1
0.1%
20.0
1
0.1%
20.09375
1
0.1%
20.40625
2
0.3%
20.796875
2
0.3%
21.0
2
0.3%
21.09375
4
0.5%
LARGEST VALUES
67.125
1
0.1%
59.40625
1
0.1%
57.3125
1
0.1%
55.0
1
0.1%
53.1875
1
0.1%
52.90625
1
0.1%
52.3125
2
0.3%
50.0
1
0.1%
49.6875
1
0.1%
49.59375
1
0.1%
49.3125
1
0.1%
48.8125
1
0.1%
48.3125
1
0.1%
47.90625
2
0.3%
46.8125
2
0.3%
6
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
4
0.19
3
0.18
5
0.14
1
0.14
2
0.04
7
0.03
0
-0.03
6
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.17
MOST FREQUENT VALUES
0.25390625
6
0.8%
0.258056640625
6
0.8%
0.26806640625
5
0.7%
0.238037109375
5
0.7%
0.259033203125
5
0.7%
0.260986328125
5
0.7%
0.20703125
5
0.7%
0.55078125
4
0.5%
0.299072265625
4
0.5%
0.262939453125
4
0.5%
0.27001953125
4
0.5%
0.69189453125
4
0.5%
0.68701171875
4
0.5%
0.18994140625
4
0.5%
0.237060546875
4
0.5%
SMALLEST VALUES
0.0780029296875
1
0.1%
0.083984375
1
0.1%
0.08502197265625
2
0.3%
0.0880126953125
2
0.3%
0.0889892578125
1
0.1%
0.09197998046875
1
0.1%
0.09600830078125
1
0.1%
0.0999755859375
1
0.1%
0.10101318359375
1
0.1%
0.10198974609375
1
0.1%
0.10699462890625
1
0.1%
0.10797119140625
1
0.1%
0.114990234375
1
0.1%
0.11798095703125
1
0.1%
0.1209716796875
2
0.3%
LARGEST VALUES
2.419921875
1
0.1%
2.328125
1
0.1%
2.287109375
1
0.1%
2.13671875
1
0.1%
1.892578125
1
0.1%
1.78125
1
0.1%
1.7314453125
1
0.1%
1.69921875
1
0.1%
1.6982421875
1
0.1%
1.599609375
1
0.1%
1.4755859375
1
0.1%
1.4609375
1
0.1%
1.44140625
1
0.1%
1.400390625
1
0.1%
1.3935546875
1
0.1%
7
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
0
0.54
1
0.26
2
0.24
3
-0.11
4
-0.04
5
0.04
6
0.03
7
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.24
MOST FREQUENT VALUES
22.0
72
9.4%
21.0
63
8.2%
25.0
48
6.2%
24.0
46
6.0%
23.0
38
4.9%
28.0
35
4.6%
26.0
33
4.3%
27.0
32
4.2%
29.0
29
3.8%
31.0
24
3.1%
41.0
22
2.9%
30.0
21
2.7%
37.0
19
2.5%
42.0
18
2.3%
33.0
17
2.2%
SMALLEST VALUES
21.0
63
8.2%
22.0
72
9.4%
23.0
38
4.9%
24.0
46
6.0%
25.0
48
6.2%
26.0
33
4.3%
27.0
32
4.2%
28.0
35
4.6%
29.0
29
3.8%
30.0
21
2.7%
31.0
24
3.1%
32.0
16
2.1%
33.0
17
2.2%
34.0
14
1.8%
35.0
10
1.3%
LARGEST VALUES
81.0
1
0.1%
72.0
1
0.1%
70.0
1
0.1%
69.0
2
0.3%
68.0
1
0.1%
67.0
3
0.4%
66.0
4
0.5%
65.0
3
0.4%
64.0
1
0.1%
63.0
4
0.5%
62.0
4
0.5%
61.0
2
0.3%
60.0
5
0.7%
59.0
3
0.4%
58.0
7
0.9%
8
MISSING:
---
TOP CATEGORIES
0.0
500
65%
1.0
268
35%
ALL
768
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
8
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON 8:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)