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age
int8 40
95
| has_anaemia
bool 2
classes | creatinine_phosphokinase_concentration_in_blood
float64 23
7.86k
| has_diabetes
bool 2
classes | heart_ejection_fraction
float64 14
80
| has_high_blood_pressure
bool 2
classes | platelets_concentration_in_blood
float64 25.1k
850k
| serum_creatinine_concentration_in_blood
float64 0.5
9.4
| serum_sodium_concentration_in_blood
float64 113
148
| is_male
bool 2
classes | is_smoker
bool 2
classes | days_in_study
int64 4
285
| is_dead
class label 2
classes |
---|---|---|---|---|---|---|---|---|---|---|---|---|
65 | true | 305 | false | 25 | false | 298,000 | 1.1 | 141 | true | false | 87 | 0no
|
75 | false | 582 | false | 45 | true | 263,358.03 | 1.18 | 137 | true | false | 87 | 0no
|
80 | false | 898 | false | 25 | false | 149,000 | 1.1 | 144 | true | true | 87 | 0no
|
42 | false | 5,209 | false | 30 | false | 226,000 | 1 | 140 | true | true | 87 | 0no
|
60 | false | 53 | false | 50 | true | 286,000 | 2.3 | 143 | false | false | 87 | 0no
|
72 | true | 328 | false | 30 | true | 621,000 | 1.7 | 138 | false | true | 88 | 1yes
|
55 | false | 748 | false | 45 | false | 263,000 | 1.3 | 137 | true | false | 88 | 0no
|
45 | true | 1,876 | true | 35 | false | 226,000 | 0.9 | 138 | true | false | 88 | 0no
|
63 | false | 936 | false | 38 | false | 304,000 | 1.1 | 133 | true | true | 88 | 0no
|
45 | false | 292 | true | 35 | false | 850,000 | 1.3 | 142 | true | true | 88 | 0no
|
85 | false | 129 | false | 60 | false | 306,000 | 1.2 | 132 | true | true | 90 | 1yes
|
55 | false | 60 | false | 35 | false | 228,000 | 1.2 | 135 | true | true | 90 | 0no
|
50 | false | 369 | true | 25 | false | 252,000 | 1.6 | 136 | true | false | 90 | 0no
|
70 | true | 143 | false | 60 | false | 351,000 | 1.3 | 137 | false | false | 90 | 1yes
|
60 | true | 754 | true | 40 | true | 328,000 | 1.2 | 126 | true | false | 91 | 0no
|
58 | true | 400 | false | 40 | false | 164,000 | 1 | 139 | false | false | 91 | 0no
|
60 | true | 96 | true | 60 | true | 271,000 | 0.7 | 136 | false | false | 94 | 0no
|
85 | true | 102 | false | 60 | false | 507,000 | 3.2 | 138 | false | false | 94 | 0no
|
65 | true | 113 | true | 60 | true | 203,000 | 0.9 | 140 | false | false | 94 | 0no
|
86 | false | 582 | false | 38 | false | 263,358.03 | 1.83 | 134 | false | false | 95 | 1yes
|
60 | true | 737 | false | 60 | true | 210,000 | 1.5 | 135 | true | true | 95 | 0no
|
66 | true | 68 | true | 38 | true | 162,000 | 1 | 136 | false | false | 95 | 0no
|
60 | false | 96 | true | 38 | false | 228,000 | 0.75 | 140 | false | false | 95 | 0no
|
60 | true | 582 | false | 30 | true | 127,000 | 0.9 | 145 | false | false | 95 | 0no
|
60 | false | 582 | false | 40 | false | 217,000 | 3.7 | 134 | true | false | 96 | 1yes
|
43 | true | 358 | false | 50 | false | 237,000 | 1.3 | 135 | false | false | 97 | 0no
|
46 | false | 168 | true | 17 | true | 271,000 | 2.1 | 124 | false | false | 100 | 1yes
|
58 | true | 200 | true | 60 | false | 300,000 | 0.8 | 137 | false | false | 104 | 0no
|
61 | false | 248 | false | 30 | true | 267,000 | 0.7 | 136 | true | true | 104 | 0no
|
53 | true | 270 | true | 35 | false | 227,000 | 3.4 | 145 | true | false | 105 | 0no
|
53 | true | 1,808 | false | 60 | true | 249,000 | 0.7 | 138 | true | true | 106 | 0no
|
60 | true | 1,082 | true | 45 | false | 250,000 | 6.1 | 131 | true | false | 107 | 0no
|
46 | false | 719 | false | 40 | true | 263,358.03 | 1.18 | 137 | false | false | 107 | 0no
|
63 | false | 193 | false | 60 | true | 295,000 | 1.3 | 145 | true | true | 107 | 0no
|
81 | false | 4,540 | false | 35 | false | 231,000 | 1.18 | 137 | true | true | 107 | 0no
|
75 | false | 582 | false | 40 | false | 263,358.03 | 1.18 | 137 | true | false | 107 | 0no
|
65 | true | 59 | true | 60 | false | 172,000 | 0.9 | 137 | false | false | 107 | 0no
|
68 | true | 646 | false | 25 | false | 305,000 | 2.1 | 130 | true | false | 108 | 0no
|
62 | false | 281 | true | 35 | false | 221,000 | 1 | 136 | false | false | 108 | 0no
|
50 | false | 1,548 | false | 30 | true | 211,000 | 0.8 | 138 | true | false | 108 | 0no
|
80 | false | 805 | false | 38 | false | 263,358.03 | 1.1 | 134 | true | false | 109 | 1yes
|
46 | true | 291 | false | 35 | false | 348,000 | 0.9 | 140 | false | false | 109 | 0no
|
50 | false | 482 | true | 30 | false | 329,000 | 0.9 | 132 | false | false | 109 | 0no
|
61 | true | 84 | false | 40 | true | 229,000 | 0.9 | 141 | false | false | 110 | 0no
|
72 | true | 943 | false | 25 | true | 338,000 | 1.7 | 139 | true | true | 111 | 1yes
|
50 | false | 185 | false | 30 | false | 266,000 | 0.7 | 141 | true | true | 112 | 0no
|
52 | false | 132 | false | 30 | false | 218,000 | 0.7 | 136 | true | true | 112 | 0no
|
64 | false | 1,610 | false | 60 | false | 242,000 | 1 | 137 | true | false | 113 | 0no
|
75 | true | 582 | false | 30 | false | 225,000 | 1.83 | 134 | true | false | 113 | 1yes
|
60 | false | 2,261 | false | 35 | true | 228,000 | 0.9 | 136 | true | false | 115 | 0no
|
72 | false | 233 | false | 45 | true | 235,000 | 2.5 | 135 | false | false | 115 | 1yes
|
62 | false | 30 | true | 60 | true | 244,000 | 0.9 | 139 | true | false | 117 | 0no
|
50 | false | 115 | false | 45 | true | 184,000 | 0.9 | 134 | true | true | 118 | 0no
|
50 | false | 1,846 | true | 35 | false | 263,358.03 | 1.18 | 137 | true | true | 119 | 0no
|
65 | true | 335 | false | 35 | true | 235,000 | 0.8 | 136 | false | false | 120 | 0no
|
60 | true | 231 | true | 25 | false | 194,000 | 1.7 | 140 | true | false | 120 | 0no
|
52 | true | 58 | false | 35 | false | 277,000 | 1.4 | 136 | false | false | 120 | 0no
|
50 | false | 250 | false | 25 | false | 262,000 | 1 | 136 | true | true | 120 | 0no
|
85 | true | 910 | false | 50 | false | 235,000 | 1.3 | 134 | true | false | 121 | 0no
|
59 | true | 129 | false | 45 | true | 362,000 | 1.1 | 139 | true | true | 121 | 0no
|
66 | true | 72 | false | 40 | true | 242,000 | 1.2 | 134 | true | false | 121 | 0no
|
45 | true | 130 | false | 35 | false | 174,000 | 0.8 | 139 | true | true | 121 | 0no
|
63 | true | 582 | false | 40 | false | 448,000 | 0.9 | 137 | true | true | 123 | 0no
|
50 | true | 2,334 | true | 35 | false | 75,000 | 0.9 | 142 | false | false | 126 | 1yes
|
45 | false | 2,442 | true | 30 | false | 334,000 | 1.1 | 139 | true | false | 129 | 1yes
|
80 | false | 776 | true | 38 | true | 192,000 | 1.3 | 135 | false | false | 130 | 1yes
|
53 | false | 196 | false | 60 | false | 220,000 | 0.7 | 133 | true | true | 134 | 0no
|
59 | false | 66 | true | 20 | false | 70,000 | 2.4 | 134 | true | false | 135 | 1yes
|
65 | false | 582 | true | 40 | false | 270,000 | 1 | 138 | false | false | 140 | 0no
|
70 | false | 835 | false | 35 | true | 305,000 | 0.8 | 133 | false | false | 145 | 0no
|
51 | true | 582 | true | 35 | false | 263,358.03 | 1.5 | 136 | true | true | 145 | 0no
|
52 | false | 3,966 | false | 40 | false | 325,000 | 0.9 | 140 | true | true | 146 | 0no
|
70 | true | 171 | false | 60 | true | 176,000 | 1.1 | 145 | true | true | 146 | 0no
|
50 | true | 115 | false | 20 | false | 189,000 | 0.8 | 139 | true | false | 146 | 0no
|
65 | false | 198 | true | 35 | true | 281,000 | 0.9 | 137 | true | true | 146 | 0no
|
60 | true | 95 | false | 60 | false | 337,000 | 1 | 138 | true | true | 146 | 0no
|
69 | false | 1,419 | false | 40 | false | 105,000 | 1 | 135 | true | true | 147 | 0no
|
49 | true | 69 | false | 50 | false | 132,000 | 1 | 140 | false | false | 147 | 0no
|
63 | true | 122 | true | 60 | false | 267,000 | 1.2 | 145 | true | false | 147 | 0no
|
55 | false | 835 | false | 40 | false | 279,000 | 0.7 | 140 | true | true | 147 | 0no
|
40 | false | 478 | true | 30 | false | 303,000 | 0.9 | 136 | true | false | 148 | 0no
|
59 | true | 176 | true | 25 | false | 221,000 | 1 | 136 | true | true | 150 | 1yes
|
65 | false | 395 | true | 25 | false | 265,000 | 1.2 | 136 | true | true | 154 | 1yes
|
75 | false | 99 | false | 38 | true | 224,000 | 2.5 | 134 | true | false | 162 | 1yes
|
58 | true | 145 | false | 25 | false | 219,000 | 1.2 | 137 | true | true | 170 | 1yes
|
60 | true | 104 | true | 30 | false | 389,000 | 1.5 | 136 | true | false | 171 | 1yes
|
50 | false | 582 | false | 50 | false | 153,000 | 0.6 | 134 | false | false | 172 | 1yes
|
60 | false | 1,896 | true | 25 | false | 365,000 | 2.1 | 144 | false | false | 172 | 1yes
|
60 | true | 151 | true | 40 | true | 201,000 | 1 | 136 | false | false | 172 | 0no
|
40 | false | 244 | false | 45 | true | 275,000 | 0.9 | 140 | false | false | 174 | 0no
|
80 | false | 582 | true | 35 | false | 350,000 | 2.1 | 134 | true | false | 174 | 0no
|
64 | true | 62 | false | 60 | false | 309,000 | 1.5 | 135 | false | false | 174 | 0no
|
50 | true | 121 | true | 40 | false | 260,000 | 0.7 | 130 | true | false | 175 | 0no
|
73 | true | 231 | true | 30 | false | 160,000 | 1.18 | 142 | true | true | 180 | 0no
|
45 | false | 582 | false | 20 | true | 126,000 | 1.6 | 135 | true | false | 180 | 1yes
|
77 | true | 418 | false | 45 | false | 223,000 | 1.8 | 145 | true | false | 180 | 1yes
|
45 | false | 582 | true | 38 | true | 263,358.03 | 1.18 | 137 | false | false | 185 | 0no
|
65 | false | 167 | false | 30 | false | 259,000 | 0.8 | 138 | false | false | 186 | 0no
|
50 | true | 582 | true | 20 | true | 279,000 | 1 | 134 | false | false | 186 | 0no
|
60 | false | 1,211 | true | 35 | false | 263,358.03 | 1.8 | 113 | true | true | 186 | 0no
|