Showing ONLY dataset "heart" • 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
-0.40
3
0.27
4
0.22
9
0.19
0
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
11
0.38
13
0.21
10
0.18
2
0.17
6
0.17
5
0.12
12
0.12
8
0.10
1
0.09
MOST FREQUENT VALUES
54.0
16
5.9%
58.0
15
5.6%
51.0
12
4.4%
59.0
12
4.4%
60.0
12
4.4%
57.0
12
4.4%
52.0
11
4.1%
62.0
11
4.1%
44.0
10
3.7%
56.0
9
3.3%
64.0
9
3.3%
41.0
9
3.3%
65.0
8
3.0%
42.0
8
3.0%
67.0
8
3.0%
SMALLEST VALUES
29.0
1
0.4%
34.0
2
0.7%
35.0
3
1.1%
37.0
2
0.7%
38.0
1
0.4%
39.0
3
1.1%
40.0
3
1.1%
41.0
9
3.3%
42.0
8
3.0%
43.0
7
2.6%
44.0
10
3.7%
45.0
7
2.6%
46.0
7
2.6%
47.0
4
1.5%
48.0
7
2.6%
LARGEST VALUES
77.0
1
0.4%
76.0
1
0.4%
74.0
1
0.4%
71.0
3
1.1%
70.0
4
1.5%
69.0
3
1.1%
68.0
3
1.1%
67.0
8
3.0%
66.0
6
2.2%
65.0
8
3.0%
64.0
9
3.3%
63.0
7
2.6%
62.0
11
4.1%
61.0
7
2.6%
60.0
12
4.4%
1
MISSING:
---
TOP CATEGORIES
1.0
183
68%
0.0
87
32%
ALL
270
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
1
PROVIDES INFORMATION ON...
12
0.11
13
0.07
8
0.03
6
0.01
11
0.01
2
0.01
5
0.00
10
0.00
THESE FEATURES GIVE INFORMATION
ON 1:
12
0.15
13
0.07
8
0.03
11
0.02
2
0.02
6
0.01
10
0.00
5
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
1
CORRELATION RATIO WITH...
4
0.20
9
0.10
0
0.09
7
0.08
3
0.06
2
MISSING:
---
TOP CATEGORIES
4.0
129
48%
3.0
79
29%
2.0
42
16%
1.0
20
7%
ALL
270
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
2
PROVIDES INFORMATION ON...
13
0.19
8
0.16
12
0.07
11
0.05
10
0.05
5
0.03
6
0.03
1
0.02
THESE FEATURES GIVE INFORMATION
ON 2:
13
0.11
8
0.08
12
0.05
11
0.05
10
0.04
6
0.02
5
0.01
1
0.01
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
2
CORRELATION RATIO WITH...
7
0.36
9
0.33
3
0.18
0
0.17
4
0.10
3
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
0
0.27
9
0.22
4
0.17
7
-0.04
3
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
6
0.18
10
0.18
2
0.18
5
0.16
13
0.16
12
0.14
11
0.13
8
0.08
1
0.06
MOST FREQUENT VALUES
120.0
34
12.6%
130.0
31
11.5%
140.0
30
11.1%
110.0
17
6.3%
150.0
17
6.3%
160.0
11
4.1%
125.0
10
3.7%
128.0
9
3.3%
112.0
9
3.3%
138.0
9
3.3%
118.0
7
2.6%
135.0
6
2.2%
108.0
6
2.2%
132.0
6
2.2%
124.0
5
1.9%
SMALLEST VALUES
94.0
2
0.7%
100.0
4
1.5%
101.0
1
0.4%
102.0
2
0.7%
104.0
1
0.4%
105.0
3
1.1%
106.0
1
0.4%
108.0
6
2.2%
110.0
17
6.3%
112.0
9
3.3%
115.0
3
1.1%
117.0
1
0.4%
118.0
7
2.6%
120.0
34
12.6%
122.0
3
1.1%
LARGEST VALUES
200.0
1
0.4%
192.0
1
0.4%
180.0
3
1.1%
178.0
2
0.7%
174.0
1
0.4%
172.0
1
0.4%
170.0
2
0.7%
165.0
1
0.4%
160.0
11
4.1%
158.0
1
0.4%
156.0
1
0.4%
155.0
1
0.4%
152.0
4
1.5%
150.0
17
6.3%
148.0
1
0.4%
4
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
0
0.22
3
0.17
9
0.03
7
-0.02
4
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
1
0.20
6
0.17
11
0.13
13
0.12
12
0.11
2
0.10
10
0.08
8
0.08
5
0.03
MOST FREQUENT VALUES
234.0
6
2.2%
254.0
5
1.9%
269.0
5
1.9%
233.0
4
1.5%
243.0
4
1.5%
282.0
4
1.5%
226.0
4
1.5%
211.0
4
1.5%
212.0
4
1.5%
197.0
4
1.5%
239.0
4
1.5%
177.0
4
1.5%
204.0
4
1.5%
219.0
3
1.1%
230.0
3
1.1%
SMALLEST VALUES
126.0
1
0.4%
141.0
1
0.4%
149.0
2
0.7%
160.0
1
0.4%
164.0
1
0.4%
166.0
1
0.4%
167.0
1
0.4%
168.0
1
0.4%
172.0
1
0.4%
174.0
1
0.4%
175.0
1
0.4%
177.0
4
1.5%
178.0
1
0.4%
180.0
1
0.4%
182.0
1
0.4%
LARGEST VALUES
564.0
1
0.4%
417.0
1
0.4%
409.0
1
0.4%
407.0
1
0.4%
394.0
1
0.4%
360.0
1
0.4%
354.0
1
0.4%
353.0
1
0.4%
341.0
1
0.4%
340.0
1
0.4%
335.0
1
0.4%
330.0
2
0.7%
327.0
1
0.4%
326.0
1
0.4%
325.0
2
0.7%
5
MISSING:
---
TOP CATEGORIES
0.0
230
85%
1.0
40
15%
ALL
270
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
5
PROVIDES INFORMATION ON...
2
0.01
10
0.01
11
0.01
6
0.00
12
0.00
1
0.00
13
0.00
8
0.00
THESE FEATURES GIVE INFORMATION
ON 5:
2
0.03
10
0.02
11
0.02
6
0.01
12
0.00
1
0.00
13
0.00
8
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
5
CORRELATION RATIO WITH...
3
0.16
0
0.12
9
0.03
4
0.03
7
0.02
6
MISSING:
---
TOP CATEGORIES
2.0
137
51%
0.0
131
49%
1.0
2
1%
ALL
270
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
6
PROVIDES INFORMATION ON...
13
0.02
10
0.02
2
0.02
1
0.01
11
0.01
8
0.01
5
0.01
12
0.01
THESE FEATURES GIVE INFORMATION
ON 6:
2
0.03
10
0.03
13
0.02
11
0.02
1
0.01
8
0.01
12
0.01
5
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
6
CORRELATION RATIO WITH...
3
0.18
4
0.17
0
0.17
9
0.15
7
0.14
7
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
0
-0.40
9
-0.35
3
-0.04
4
-0.02
7
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
10
0.44
13
0.42
8
0.38
2
0.36
11
0.32
12
0.27
6
0.14
1
0.08
5
0.02
MOST FREQUENT VALUES
162.0
10
3.7%
160.0
9
3.3%
163.0
8
3.0%
172.0
7
2.6%
125.0
7
2.6%
158.0
6
2.2%
150.0
6
2.2%
173.0
6
2.2%
132.0
6
2.2%
142.0
6
2.2%
152.0
6
2.2%
143.0
5
1.9%
157.0
5
1.9%
165.0
5
1.9%
147.0
5
1.9%
SMALLEST VALUES
71.0
1
0.4%
88.0
1
0.4%
95.0
1
0.4%
96.0
2
0.7%
97.0
1
0.4%
99.0
1
0.4%
103.0
2
0.7%
105.0
3
1.1%
106.0
1
0.4%
108.0
2
0.7%
109.0
2
0.7%
111.0
3
1.1%
112.0
2
0.7%
113.0
1
0.4%
114.0
3
1.1%
LARGEST VALUES
202.0
1
0.4%
195.0
1
0.4%
194.0
1
0.4%
192.0
1
0.4%
190.0
1
0.4%
188.0
1
0.4%
187.0
1
0.4%
186.0
2
0.7%
185.0
1
0.4%
184.0
1
0.4%
182.0
4
1.5%
181.0
2
0.7%
180.0
2
0.7%
179.0
4
1.5%
178.0
5
1.9%
8
MISSING:
---
TOP CATEGORIES
0.0
181
67%
1.0
89
33%
ALL
270
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
8
PROVIDES INFORMATION ON...
13
0.13
2
0.08
12
0.06
10
0.05
1
0.03
11
0.02
6
0.01
5
0.00
THESE FEATURES GIVE INFORMATION
ON 8:
2
0.16
13
0.14
12
0.08
10
0.06
11
0.03
1
0.03
6
0.01
5
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
CORRELATION RATIO WITH...
7
0.38
9
0.27
0
0.10
3
0.08
4
0.08
9
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
7
-0.35
3
0.22
0
0.19
4
0.03
9
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
10
0.61
13
0.42
2
0.33
12
0.33
8
0.27
11
0.26
6
0.15
1
0.10
5
0.03
MOST FREQUENT VALUES
0.0
85
31.5%
1.2001953125
14
5.2%
1.400390625
13
4.8%
0.60009765625
12
4.4%
1.0
12
4.4%
1.599609375
11
4.1%
0.199951171875
11
4.1%
0.7998046875
11
4.1%
1.7998046875
10
3.7%
2.0
8
3.0%
0.39990234375
8
3.0%
2.599609375
6
2.2%
0.0999755859375
6
2.2%
1.900390625
5
1.9%
1.5
5
1.9%
SMALLEST VALUES
0.0
85
31.5%
0.0999755859375
6
2.2%
0.199951171875
11
4.1%
0.300048828125
3
1.1%
0.39990234375
8
3.0%
0.5
5
1.9%
0.60009765625
12
4.4%
0.7001953125
1
0.4%
0.7998046875
11
4.1%
0.89990234375
3
1.1%
1.0
12
4.4%
1.099609375
2
0.7%
1.2001953125
14
5.2%
1.2998046875
1
0.4%
1.400390625
13
4.8%
LARGEST VALUES
6.19921875
1
0.4%
5.6015625
1
0.4%
4.19921875
2
0.7%
4.0
2
0.7%
3.80078125
1
0.4%
3.599609375
4
1.5%
3.5
1
0.4%
3.400390625
2
0.7%
3.19921875
2
0.7%
3.099609375
1
0.4%
3.0
4
1.5%
2.900390625
1
0.4%
2.80078125
4
1.5%
2.599609375
6
2.2%
2.5
2
0.7%
10
MISSING:
---
TOP CATEGORIES
1.0
130
48%
2.0
122
45%
3.0
18
7%
ALL
270
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
10
PROVIDES INFORMATION ON...
13
0.11
8
0.06
12
0.06
2
0.04
6
0.03
5
0.02
11
0.02
1
0.00
THESE FEATURES GIVE INFORMATION
ON 10:
13
0.09
12
0.06
2
0.05
8
0.05
11
0.02
6
0.02
5
0.01
1
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
10
CORRELATION RATIO WITH...
9
0.61
7
0.44
3
0.18
0
0.18
4
0.08
11
MISSING:
---
TOP CATEGORIES
0.0
160
59%
1.0
58
21%
2.0
33
12%
3.0
19
7%
ALL
270
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
11
PROVIDES INFORMATION ON...
13
0.18
2
0.05
12
0.04
8
0.03
10
0.02
1
0.02
5
0.02
6
0.02
THESE FEATURES GIVE INFORMATION
ON 11:
13
0.11
2
0.05
12
0.03
8
0.02
10
0.02
1
0.01
6
0.01
5
0.01
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
11
CORRELATION RATIO WITH...
0
0.38
7
0.32
9
0.26
4
0.13
3
0.13
12
MISSING:
---
TOP CATEGORIES
3.0
152
56%
7.0
104
39%
6.0
14
5%
ALL
270
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
12
PROVIDES INFORMATION ON...
13
0.21
1
0.15
8
0.08
10
0.06
2
0.05
11
0.03
6
0.01
5
0.00
THESE FEATURES GIVE INFORMATION
ON 12:
13
0.17
1
0.11
2
0.07
10
0.06
8
0.06
11
0.04
6
0.01
5
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
12
CORRELATION RATIO WITH...
9
0.33
7
0.27
3
0.14
0
0.12
4
0.11
13
MISSING:
---
TOP CATEGORIES
1.0
150
56%
2.0
120
44%
ALL
270
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
13
PROVIDES INFORMATION ON...
12
0.17
8
0.14
11
0.11
2
0.11
10
0.09
1
0.07
6
0.02
5
0.00
THESE FEATURES GIVE INFORMATION
ON 13:
12
0.21
2
0.19
11
0.18
8
0.13
10
0.11
1
0.07
6
0.02
5
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)