morreu
não morreu
96
ROWS
96
0
DUPLICATES
0
10.0 kb
RAM
10.0 kb
12
FEATURES
12
6
CATEGORICAL
6
6
NUMERICAL
6
0
TEXT
0
2.1.3
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
age
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
32
(33%)
30
(31%)
ZEROES:
---
---
MAX
95.0
90.0
95%
87.8
80.0
Q3
75.0
65.0
AVG
65.2
58.6
MEDIAN
65.0
58.0
Q1
55.0
50.0
5%
45.0
42.0
MIN
42.0
40.0
RANGE
53.0
50.0
IQR
20.0
15.0
STD
13.2
11.4
VAR
175
131
KURT.
-0.635
-0.234
SKEW
0.303
0.447
SUM
6,261
5,624
2
creatinine_phosphokinase
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
76
(79%)
77
(80%)
ZEROES:
---
---
MAX
7,861
5,209
95%
2,361
2,556
Q3
582
582
AVG
670
586
MEDIAN
259
212
Q1
129
93
5%
64
59
MIN
23
53
RANGE
7,838
5,156
IQR
453
489
STD
1,317
932
VAR
1.7M
869k
KURT.
19.3
10.4
SKEW
4.26
3.08
SUM
64,339
56,288
3
ejection_fraction
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
16
(17%)
12
(12%)
ZEROES:
---
---
MAX
70.0
80.0
95%
60.0
60.0
Q3
38.0
50.0
AVG
33.5
41.8
MEDIAN
30.0
38.0
Q1
25.0
35.0
5%
20.0
25.0
MIN
14.0
20.0
RANGE
56.0
60.0
IQR
13.0
15.0
STD
12.5
11.7
VAR
157
137
KURT.
0.206
-0.007
SKEW
0.822
0.721
SUM
3,213
4,011
4
platelets
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
76
(79%)
79
(82%)
ZEROES:
---
---
MAX
621k
742k
95%
426k
423k
Q3
311k
305k
MEDIAN
258k
263k
AVG
256k
267k
Q1
198k
220k
5%
111k
139k
MIN
47k
25k
RANGE
574k
717k
IQR
114k
85,250
STD
98,526
96,937
VAR
9.7B
9.4B
KURT.
1.37
5.83
SKEW
0.625
1.43
SUM
24.6M
25.7M
5
serum_creatinine
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
32
(33%)
22
(23%)
ZEROES:
---
---
MAX
9.40
3.80
95%
4.10
2.40
Q3
1.90
1.20
AVG
1.84
1.19
MEDIAN
1.30
1.00
Q1
1.08
0.80
5%
0.90
0.70
MIN
0.60
0.50
RANGE
8.80
3.30
IQR
0.825
0.400
STD
1.47
0.605
VAR
2.16
0.365
KURT.
13.5
7.49
SKEW
3.40
2.65
SUM
176
114
6
serum_sodium
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
22
(23%)
16
(17%)
ZEROES:
---
---
MAX
146.0
148.0
95%
144.0
144.0
Q3
138.2
140.0
MEDIAN
135.5
138.0
AVG
135.4
137.8
Q1
133.0
135.0
5%
127.0
133.0
MIN
116.0
128.0
RANGE
30.0
20.0
IQR
5.25
5.00
STD
5.00
3.44
VAR
25.0
11.8
KURT.
2.08
0.262
SKEW
-0.677
0.247
SUM
12,996
13,233
7
anaemia
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
2
(2%)
2
(2%)
8
diabetes
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
2
(2%)
2
(2%)
9
high_blood_pressure
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
2
(2%)
2
(2%)
10
sex
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
2
(2%)
2
(2%)
11
smoking
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
2
(2%)
2
(2%)
12
DEATH_EVENT
VALUES:
96
(100%)
96
(100%)
MISSING:
---
---
DISTINCT:
1
(1%)
1
(1%)
Associations
[Only including dataset "morreu"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "não morreu"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
age
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ejection_fraction
0.22
creatinine_phosphokinase
-0.16
platelets
0.07
serum_creatinine
0.06
serum_sodium
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.17
diabetes
0.15
smoking
0.12
anaemia
0.07
high_blood_pressure
0.05
DEATH_EVENT
0.00
MOST FREQUENT VALUES
60.0
13
13.5%
9
9.4%
65.0
8
8.3%
8
8.3%
50.0
8
8.3%
10
10.4%
70.0
7
7.3%
8
8.3%
75.0
6
6.2%
1
1.0%
45.0
6
6.2%
8
8.3%
72.0
5
5.2%
2
2.1%
80.0
5
5.2%
2
2.1%
82.0
3
3.1%
0
0.0%
59.0
3
3.1%
0
0.0%
85.0
3
3.1%
2
2.1%
55.0
3
3.1%
8
8.3%
58.0
2
2.1%
4
4.2%
69.0
2
2.1%
1
1.0%
48.0
2
2.1%
0
0.0%
SMALLEST VALUES
42.0
1
1.0%
4
4.2%
45.0
6
6.2%
8
8.3%
46.0
1
1.0%
1
1.0%
48.0
2
2.1%
0
0.0%
49.0
1
1.0%
1
1.0%
50.0
8
8.3%
10
10.4%
51.0
1
1.0%
1
1.0%
53.0
1
1.0%
4
4.2%
54.0
1
1.0%
0
0.0%
55.0
3
3.1%
8
8.3%
57.0
1
1.0%
0
0.0%
58.0
2
2.1%
4
4.2%
59.0
3
3.1%
0
0.0%
60.0
13
13.5%
9
9.4%
60.667
1
1.0%
0
0.0%
LARGEST VALUES
95.0
2
2.1%
0
0.0%
94.0
1
1.0%
0
0.0%
90.0
2
2.1%
1
1.0%
87.0
1
1.0%
0
0.0%
86.0
1
1.0%
0
0.0%
85.0
3
3.1%
2
2.1%
82.0
3
3.1%
0
0.0%
80.0
5
5.2%
2
2.1%
77.0
1
1.0%
0
0.0%
75.0
6
6.2%
1
1.0%
73.0
1
1.0%
2
2.1%
72.0
5
5.2%
2
2.1%
70.0
7
7.3%
8
8.3%
69.0
2
2.1%
1
1.0%
68.0
2
2.1%
0
0.0%
creatinine_phosphokinase
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
age
-0.16
serum_sodium
0.15
platelets
0.08
serum_creatinine
-0.03
ejection_fraction
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
anaemia
0.26
sex
0.09
smoking
0.08
high_blood_pressure
0.07
diabetes
0.04
DEATH_EVENT
0.00
MOST FREQUENT VALUES
582
17
17.7%
12
12.5%
47
2
2.1%
0
0.0%
168
2
2.1%
0
0.0%
129
2
2.1%
0
0.0%
60
2
2.1%
1
1.0%
318
1
1.0%
0
0.0%
68
1
1.0%
1
1.0%
7702
1
1.0%
0
0.0%
250
1
1.0%
0
0.0%
110
1
1.0%
0
0.0%
943
1
1.0%
0
0.0%
113
1
1.0%
0
0.0%
5882
1
1.0%
0
0.0%
364
1
1.0%
0
0.0%
76
1
1.0%
0
0.0%
SMALLEST VALUES
23
1
1.0%
0
0.0%
47
2
2.1%
0
0.0%
60
2
2.1%
1
1.0%
66
1
1.0%
2
2.1%
68
1
1.0%
1
1.0%
69
1
1.0%
0
0.0%
70
1
1.0%
0
0.0%
76
1
1.0%
0
0.0%
81
1
1.0%
1
1.0%
91
1
1.0%
0
0.0%
94
1
1.0%
0
0.0%
99
1
1.0%
0
0.0%
104
1
1.0%
0
0.0%
110
1
1.0%
0
0.0%
111
1
1.0%
0
0.0%
LARGEST VALUES
7861
1
1.0%
0
0.0%
7702
1
1.0%
0
0.0%
5882
1
1.0%
0
0.0%
3964
1
1.0%
0
0.0%
2442
1
1.0%
0
0.0%
2334
1
1.0%
0
0.0%
2017
1
1.0%
0
0.0%
1896
1
1.0%
0
0.0%
1380
1
1.0%
0
0.0%
1199
1
1.0%
0
0.0%
981
1
1.0%
0
0.0%
943
1
1.0%
0
0.0%
855
1
1.0%
0
0.0%
805
1
1.0%
0
0.0%
789
1
1.0%
0
0.0%
ejection_fraction
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
serum_creatinine
0.23
age
0.22
serum_sodium
0.17
creatinine_phosphokinase
0.02
platelets
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.24
smoking
0.11
diabetes
0.10
anaemia
0.07
high_blood_pressure
0.03
DEATH_EVENT
0.00
MOST FREQUENT VALUES
25
18
18.8%
6
6.2%
20
16
16.7%
1
1.0%
38
15
15.6%
13
13.5%
30
13
13.5%
12
12.5%
35
7
7.3%
18
18.8%
50
6
6.2%
6
6.2%
45
5
5.2%
8
8.3%
40
4
4.2%
12
12.5%
60
4
4.2%
17
17.7%
15
2
2.1%
0
0.0%
65
1
1.0%
0
0.0%
14
1
1.0%
0
0.0%
55
1
1.0%
1
1.0%
62
1
1.0%
1
1.0%
17
1
1.0%
0
0.0%
SMALLEST VALUES
14
1
1.0%
0
0.0%
15
2
2.1%
0
0.0%
17
1
1.0%
0
0.0%
20
16
16.7%
1
1.0%
25
18
18.8%
6
6.2%
30
13
13.5%
12
12.5%
35
7
7.3%
18
18.8%
38
15
15.6%
13
13.5%
40
4
4.2%
12
12.5%
45
5
5.2%
8
8.3%
50
6
6.2%
6
6.2%
55
1
1.0%
1
1.0%
60
4
4.2%
17
17.7%
62
1
1.0%
1
1.0%
65
1
1.0%
0
0.0%
LARGEST VALUES
70
1
1.0%
0
0.0%
65
1
1.0%
0
0.0%
62
1
1.0%
1
1.0%
60
4
4.2%
17
17.7%
55
1
1.0%
1
1.0%
50
6
6.2%
6
6.2%
45
5
5.2%
8
8.3%
40
4
4.2%
12
12.5%
38
15
15.6%
13
13.5%
35
7
7.3%
18
18.8%
30
13
13.5%
12
12.5%
25
18
18.8%
6
6.2%
20
16
16.7%
1
1.0%
17
1
1.0%
0
0.0%
15
2
2.1%
0
0.0%
platelets
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
serum_sodium
0.14
creatinine_phosphokinase
0.08
age
0.07
serum_creatinine
-0.03
ejection_fraction
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
high_blood_pressure
0.15
smoking
0.14
diabetes
0.07
anaemia
0.03
sex
0.02
DEATH_EVENT
0.00
MOST FREQUENT VALUES
263358.03
10
10.4%
5
5.2%
153000.0
3
3.1%
0
0.0%
265000.0
2
2.1%
0
0.0%
166000.0
2
2.1%
0
0.0%
351000.0
2
2.1%
0
0.0%
271000.0
2
2.1%
0
0.0%
244000.0
2
2.1%
0
0.0%
319000.0
2
2.1%
0
0.0%
196000.0
2
2.1%
0
0.0%
210000.0
2
2.1%
1
1.0%
204000.0
2
2.1%
0
0.0%
365000.0
1
1.0%
1
1.0%
151000.0
1
1.0%
0
0.0%
314000.0
1
1.0%
0
0.0%
216000.0
1
1.0%
0
0.0%
SMALLEST VALUES
47000.0
1
1.0%
0
0.0%
62000.0
1
1.0%
0
0.0%
70000.0
1
1.0%
0
0.0%
75000.0
1
1.0%
0
0.0%
87000.0
1
1.0%
0
0.0%
119000.0
1
1.0%
0
0.0%
126000.0
1
1.0%
0
0.0%
127000.0
1
1.0%
0
0.0%
136000.0
1
1.0%
0
0.0%
140000.0
1
1.0%
0
0.0%
149000.0
1
1.0%
1
1.0%
151000.0
1
1.0%
0
0.0%
153000.0
3
3.1%
0
0.0%
162000.0
1
1.0%
0
0.0%
166000.0
2
2.1%
0
0.0%
LARGEST VALUES
621000.0
1
1.0%
0
0.0%
497000.0
1
1.0%
0
0.0%
461000.0
1
1.0%
0
0.0%
454000.0
1
1.0%
0
0.0%
451000.0
1
1.0%
1
1.0%
418000.0
1
1.0%
0
0.0%
395000.0
1
1.0%
1
1.0%
390000.0
1
1.0%
1
1.0%
389000.0
1
1.0%
0
0.0%
388000.0
1
1.0%
0
0.0%
385000.0
1
1.0%
0
0.0%
368000.0
1
1.0%
0
0.0%
365000.0
1
1.0%
1
1.0%
360000.0
1
1.0%
0
0.0%
351000.0
2
2.1%
0
0.0%
serum_creatinine
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ejection_fraction
0.23
serum_sodium
-0.09
age
0.06
creatinine_phosphokinase
-0.03
platelets
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diabetes
0.09
anaemia
0.07
high_blood_pressure
0.07
sex
0.06
smoking
0.05
DEATH_EVENT
0.00
MOST FREQUENT VALUES
1.0
15
15.6%
17
17.7%
1.1
9
9.4%
10
10.4%
1.2
9
9.4%
5
5.2%
1.83
8
8.3%
0
0.0%
1.3
7
7.3%
6
6.2%
0.9
5
5.2%
12
12.5%
1.9
5
5.2%
0
0.0%
1.7
4
4.2%
3
3.1%
1.6
3
3.1%
1
1.0%
2.1
3
3.1%
1
1.0%
2.5
3
3.1%
0
0.0%
1.5
2
2.1%
2
2.1%
3.0
2
2.1%
0
0.0%
0.6
2
2.1%
0
0.0%
1.4
2
2.1%
2
2.1%
SMALLEST VALUES
0.6
2
2.1%
0
0.0%
0.7
1
1.0%
6
6.2%
0.8
1
1.0%
17
17.7%
0.9
5
5.2%
12
12.5%
1.0
15
15.6%
17
17.7%
1.1
9
9.4%
10
10.4%
1.2
9
9.4%
5
5.2%
1.3
7
7.3%
6
6.2%
1.4
2
2.1%
2
2.1%
1.5
2
2.1%
2
2.1%
1.6
3
3.1%
1
1.0%
1.7
4
4.2%
3
3.1%
1.8
1
1.0%
1
1.0%
1.83
8
8.3%
0
0.0%
1.9
5
5.2%
0
0.0%
LARGEST VALUES
9.4
1
1.0%
0
0.0%
9.0
1
1.0%
0
0.0%
6.8
1
1.0%
0
0.0%
5.8
1
1.0%
0
0.0%
4.4
1
1.0%
0
0.0%
4.0
1
1.0%
0
0.0%
3.7
1
1.0%
0
0.0%
3.5
1
1.0%
1
1.0%
3.0
2
2.1%
0
0.0%
2.9
1
1.0%
0
0.0%
2.7
1
1.0%
1
1.0%
2.5
3
3.1%
0
0.0%
2.4
1
1.0%
0
0.0%
2.3
1
1.0%
2
2.1%
2.2
1
1.0%
0
0.0%
serum_sodium
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ejection_fraction
0.17
creatinine_phosphokinase
0.15
platelets
0.14
serum_creatinine
-0.09
age
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
anaemia
0.04
high_blood_pressure
0.02
smoking
0.01
sex
0.01
diabetes
0.01
DEATH_EVENT
0.00
MOST FREQUENT VALUES
134
17
17.7%
10
10.4%
136
11
11.5%
11
11.5%
132
8
8.3%
1
1.0%
140
7
7.3%
14
14.6%
137
7
7.3%
11
11.5%
138
6
6.2%
9
9.4%
135
6
6.2%
7
7.3%
139
6
6.2%
7
7.3%
142
4
4.2%
2
2.1%
131
3
3.1%
0
0.0%
127
3
3.1%
0
0.0%
145
3
3.1%
3
3.1%
130
3
3.1%
0
0.0%
133
2
2.1%
6
6.2%
129
2
2.1%
0
0.0%
SMALLEST VALUES
116
1
1.0%
0
0.0%
121
1
1.0%
0
0.0%
124
1
1.0%
0
0.0%
127
3
3.1%
0
0.0%
128
1
1.0%
1
1.0%
129
2
2.1%
0
0.0%
130
3
3.1%
0
0.0%
131
3
3.1%
0
0.0%
132
8
8.3%
1
1.0%
133
2
2.1%
6
6.2%
134
17
17.7%
10
10.4%
135
6
6.2%
7
7.3%
136
11
11.5%
11
11.5%
137
7
7.3%
11
11.5%
138
6
6.2%
9
9.4%
LARGEST VALUES
146
1
1.0%
0
0.0%
145
3
3.1%
3
3.1%
144
2
2.1%
2
2.1%
142
4
4.2%
2
2.1%
141
1
1.0%
8
8.3%
140
7
7.3%
14
14.6%
139
6
6.2%
7
7.3%
138
6
6.2%
9
9.4%
137
7
7.3%
11
11.5%
136
11
11.5%
11
11.5%
135
6
6.2%
7
7.3%
134
17
17.7%
10
10.4%
133
2
2.1%
6
6.2%
132
8
8.3%
1
1.0%
131
3
3.1%
0
0.0%
anaemia
MISSING:
---
---
TOP CATEGORIES
0
50
52%
58
60%
1
46
48%
38
40%
ALL
96
100%
96
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
anaemia
PROVIDES INFORMATION ON...
DEATH_EVENT
1.00
sex
0.02
smoking
0.01
diabetes
0.00
high_blood_pressure
0.00

THESE FEATURES
GIVE INFORMATION
ON anaemia:
sex
0.02
smoking
0.01
diabetes
0.00
high_blood_pressure
0.00
DEATH_EVENT
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
anaemia
CORRELATION RATIO WITH...
creatinine_phosphokinase
0.26
serum_creatinine
0.07
ejection_fraction
0.07
age
0.07
serum_sodium
0.04
platelets
0.03
diabetes
MISSING:
---
---
TOP CATEGORIES
0
56
58%
60
62%
1
40
42%
36
38%
ALL
96
100%
96
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
diabetes
PROVIDES INFORMATION ON...
DEATH_EVENT
1.00
sex
0.05
anaemia
0.00
high_blood_pressure
0.00
smoking
0.00

THESE FEATURES
GIVE INFORMATION
ON diabetes:
sex
0.05
anaemia
0.00
high_blood_pressure
0.00
smoking
0.00
DEATH_EVENT
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diabetes
CORRELATION RATIO WITH...
age
0.15
ejection_fraction
0.10
serum_creatinine
0.09
platelets
0.07
creatinine_phosphokinase
0.04
serum_sodium
0.01
high_blood_pressure
MISSING:
---
---
TOP CATEGORIES
0
57
59%
62
65%
1
39
41%
34
35%
ALL
96
100%
96
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
high_blood_pressure
PROVIDES INFORMATION ON...
DEATH_EVENT
1.00
sex
0.02
smoking
0.01
diabetes
0.00
anaemia
0.00

THESE FEATURES
GIVE INFORMATION
ON high_blood_pressure:
sex
0.01
smoking
0.01
diabetes
0.00
anaemia
0.00
DEATH_EVENT
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
high_blood_pressure
CORRELATION RATIO WITH...
platelets
0.15
creatinine_phosphokinase
0.07
serum_creatinine
0.07
age
0.05
ejection_fraction
0.03
serum_sodium
0.02
sex
MISSING:
---
---
TOP CATEGORIES
1
62
65%
56
58%
0
34
35%
40
42%
ALL
96
100%
96
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sex
PROVIDES INFORMATION ON...
DEATH_EVENT
1.00
smoking
0.12
diabetes
0.05
anaemia
0.02
high_blood_pressure
0.01

THESE FEATURES
GIVE INFORMATION
ON sex:
smoking
0.11
diabetes
0.05
anaemia
0.02
high_blood_pressure
0.02
DEATH_EVENT
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
CORRELATION RATIO WITH...
ejection_fraction
0.24
age
0.17
creatinine_phosphokinase
0.09
serum_creatinine
0.06
platelets
0.02
serum_sodium
0.01
smoking
MISSING:
---
---
TOP CATEGORIES
0
66
69%
71
74%
1
30
31%
25
26%
ALL
96
100%
96
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
smoking
PROVIDES INFORMATION ON...
DEATH_EVENT
1.00
sex
0.11
anaemia
0.01
high_blood_pressure
0.01
diabetes
0.00

THESE FEATURES
GIVE INFORMATION
ON smoking:
sex
0.12
anaemia
0.01
high_blood_pressure
0.01
diabetes
0.00
DEATH_EVENT
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
smoking
CORRELATION RATIO WITH...
platelets
0.14
age
0.12
ejection_fraction
0.11
creatinine_phosphokinase
0.08
serum_creatinine
0.05
serum_sodium
0.01
DEATH_EVENT
MISSING:
---
---
TOP CATEGORIES
1
96
100%
0
0%
0
0
0%
96
100%
ALL
96
100%
96
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DEATH_EVENT
PROVIDES INFORMATION ON...
anaemia
0.00
diabetes
0.00
sex
0.00
smoking
0.00
high_blood_pressure
-0.00

THESE FEATURES
GIVE INFORMATION
ON DEATH_EVENT:
anaemia
1.00
diabetes
1.00
high_blood_pressure
1.00
sex
1.00
smoking
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DEATH_EVENT
CORRELATION RATIO WITH...
age
0.00
creatinine_phosphokinase
0.00
ejection_fraction
0.00
platelets
0.00
serum_creatinine
0.00
serum_sodium
0.00