Showing ONLY dataset "breast" • 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:
---
TOP CATEGORIES
1
139
20%
5
128
19%
3
104
15%
4
79
12%
10
69
10%
2
50
7%
8
44
6%
6
33
5%
7
23
3%
9
14
2%
ALL
683
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
0
PROVIDES INFORMATION ON...
9
0.50
1
0.22
2
0.21
5
0.21
8
0.20
7
0.18
4
0.18
3
0.15
6
0.14
THESE FEATURES GIVE INFORMATION
ON 0:
2
0.17
1
0.17
9
0.15
5
0.14
4
0.13
6
0.13
7
0.12
3
0.11
8
0.07
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
0
CORRELATION RATIO WITH...
1
MISSING:
---
TOP CATEGORIES
1
373
55%
10
67
10%
3
52
8%
2
45
7%
4
38
6%
5
30
4%
8
28
4%
6
25
4%
7
19
3%
9
6
1%
ALL
683
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
1
PROVIDES INFORMATION ON...
9
0.75
2
0.44
5
0.32
4
0.31
7
0.30
3
0.27
8
0.25
6
0.25
0
0.17
THESE FEATURES GIVE INFORMATION
ON 1:
2
0.46
4
0.31
9
0.30
6
0.29
5
0.27
7
0.26
3
0.26
0
0.22
8
0.12
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
1
CORRELATION RATIO WITH...
2
MISSING:
---
TOP CATEGORIES
1
346
51%
10
58
8%
2
58
8%
3
53
8%
4
43
6%
5
32
5%
7
30
4%
6
29
4%
8
27
4%
9
7
1%
ALL
683
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
2
PROVIDES INFORMATION ON...
9
0.72
1
0.46
5
0.30
7
0.28
4
0.28
3
0.26
8
0.24
6
0.22
0
0.17
THESE FEATURES GIVE INFORMATION
ON 2:
1
0.44
9
0.27
4
0.26
6
0.25
5
0.24
7
0.23
3
0.23
0
0.21
8
0.11
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
2
CORRELATION RATIO WITH...
3
MISSING:
---
TOP CATEGORIES
1
393
58%
3
58
8%
2
58
8%
10
55
8%
4
33
5%
8
25
4%
5
23
3%
6
21
3%
7
13
2%
9
4
1%
ALL
683
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
3
PROVIDES INFORMATION ON...
9
0.50
1
0.26
5
0.25
2
0.23
4
0.22
8
0.20
7
0.20
6
0.19
0
0.11
THESE FEATURES GIVE INFORMATION
ON 3:
1
0.27
2
0.26
6
0.24
4
0.23
5
0.23
9
0.21
7
0.18
0
0.15
8
0.10
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
3
CORRELATION RATIO WITH...
4
MISSING:
---
TOP CATEGORIES
2
376
55%
3
71
10%
4
48
7%
1
44
6%
6
40
6%
5
39
6%
10
31
5%
8
21
3%
7
11
2%
9
2
0%
ALL
683
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
4
PROVIDES INFORMATION ON...
9
0.57
1
0.31
7
0.26
8
0.26
2
0.26
5
0.26
3
0.23
6
0.18
0
0.13
THESE FEATURES GIVE INFORMATION
ON 4:
1
0.31
2
0.28
7
0.23
9
0.23
5
0.22
6
0.22
3
0.22
0
0.18
8
0.13
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
4
CORRELATION RATIO WITH...
5
MISSING:
---
TOP CATEGORIES
1
402
59%
10
132
19%
5
30
4%
2
30
4%
3
28
4%
8
21
3%
4
19
3%
9
9
1%
7
8
1%
6
4
1%
ALL
683
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
5
PROVIDES INFORMATION ON...
9
0.65
1
0.27
2
0.24
3
0.23
4
0.22
7
0.22
8
0.21
6
0.20
0
0.14
THESE FEATURES GIVE INFORMATION
ON 5:
1
0.32
9
0.30
2
0.30
6
0.28
4
0.26
3
0.25
7
0.23
0
0.21
8
0.12
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
5
CORRELATION RATIO WITH...
6
MISSING:
---
TOP CATEGORIES
3
161
24%
2
160
23%
1
150
22%
7
71
10%
4
39
6%
5
34
5%
8
28
4%
10
20
3%
9
11
2%
6
9
1%
ALL
683
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
6
PROVIDES INFORMATION ON...
9
0.59
1
0.29
5
0.28
7
0.25
2
0.25
3
0.24
4
0.22
8
0.19
0
0.13
THESE FEATURES GIVE INFORMATION
ON 6:
1
0.25
2
0.22
5
0.20
9
0.20
3
0.19
7
0.19
4
0.18
0
0.14
8
0.08
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
6
CORRELATION RATIO WITH...
7
MISSING:
---
TOP CATEGORIES
1
432
63%
10
60
9%
3
42
6%
2
36
5%
8
23
3%
6
22
3%
5
19
3%
4
18
3%
7
16
2%
9
15
2%
ALL
683
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
7
PROVIDES INFORMATION ON...
9
0.52
1
0.26
8
0.24
4
0.23
2
0.23
5
0.23
6
0.19
3
0.18
0
0.12
THESE FEATURES GIVE INFORMATION
ON 7:
1
0.30
2
0.28
4
0.26
6
0.25
9
0.24
5
0.22
3
0.20
0
0.18
8
0.13
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
7
CORRELATION RATIO WITH...
8
MISSING:
---
TOP CATEGORIES
1
563
82%
2
35
5%
3
33
5%
10
14
2%
4
12
2%
7
9
1%
8
8
1%
5
6
1%
6
3
0%
ALL
683
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
8
PROVIDES INFORMATION ON...
9
0.23
7
0.13
4
0.13
1
0.12
5
0.12
2
0.11
3
0.10
6
0.08
0
0.07
THESE FEATURES GIVE INFORMATION
ON 8:
4
0.26
1
0.25
7
0.24
2
0.24
5
0.21
0
0.20
3
0.20
6
0.19
9
0.19
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
CORRELATION RATIO WITH...
9
MISSING:
---
TOP CATEGORIES
2
444
65%
4
239
35%
ALL
683
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
9
PROVIDES INFORMATION ON...
5
0.30
1
0.30
2
0.27
7
0.24
4
0.23
3
0.21
6
0.20
8
0.19
0
0.15
THESE FEATURES GIVE INFORMATION
ON 9:
1
0.75
2
0.72
5
0.65
6
0.59
4
0.57
7
0.52
3
0.50
0
0.50
8
0.23
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)