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heart_failure_clinical_records.csv
| # | age | anaemia | creatinine_phosphokinase | diabetes | ejection_fraction | high_blood_pressure | platelets | serum_creatinine | serum_sodium | sex | smoking | time | DEATH_EVENT |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 55.0 | 0 | 748 | 0 | 45 | 0 | 263358.03 | 1.3 | 137 | 1 | 1 | 88 | 0 |
| 2 | 65.0 | 0 | 56 | 0 | 25 | 0 | 305000.0 | 5.0 | 130 | 1 | 0 | 207 | 0 |
| 3 | 45.0 | 0 | 582 | 1 | 38 | 0 | 319000.0 | 0.9 | 140 | 0 | 0 | 244 | 0 |
| 4 | 60.0 | 1 | 754 | 1 | 40 | 1 | 328000.0 | 1.2 | 126 | 1 | 0 | 90 | 0 |
| 5 | 95.0 | 1 | 582 | 0 | 30 | 0 | 461000.0 | 2.0 | 132 | 1 | 0 | 50 | 1 |
| 6 | 70.0 | 0 | 232 | 1 | 30 | 0 | 302000.0 | 1.2 | 132 | 1 | 0 | 210 | 0 |
| 7 | 63.0 | 1 | 122 | 1 | 60 | 0 | 172000.0 | 1.2 | 145 | 0 | 0 | 147 | 0 |
| 8 | 70.0 | 1 | 171 | 0 | 50 | 1 | 358000.0 | 0.9 | 141 | 0 | 0 | 196 | 0 |
| 9 | 50.0 | 0 | 482 | 1 | 30 | 0 | 300000.0 | 0.9 | 132 | 1 | 0 | 109 | 0 |
| 10 | 53.0 | 1 | 446 | 0 | 45 | 1 | 274000.0 | 1.0 | 133 | 1 | 0 | 215 | 0 |
| 11 | 60.667 | 1 | 151 | 1 | 40 | 1 | 257000.0 | 1.0 | 136 | 0 | 0 | 172 | 0 |
| 12 | 72.0 | 1 | 110 | 0 | 25 | 0 | 237000.0 | 1.0 | 140 | 0 | 0 | 65 | 1 |
| 13 | 70.0 | 0 | 2695 | 0 | 40 | 0 | 277000.0 | 1.0 | 137 | 1 | 1 | 247 | 0 |
| 14 | 64.0 | 0 | 1610 | 0 | 60 | 0 | 263358.03 | 1.0 | 137 | 1 | 1 | 113 | 0 |
| 15 | 65.0 | 0 | 335 | 0 | 35 | 1 | 235000.0 | 0.8 | 136 | 0 | 0 | 120 | 0 |
| 16 | 60.0 | 1 | 34 | 0 | 20 | 0 | 204000.0 | 0.7 | 139 | 1 | 1 | 73 | 1 |
| 17 | 75.0 | 0 | 99 | 1 | 20 | 1 | 70000.0 | 2.3 | 134 | 1 | 0 | 162 | 1 |
| 18 | 66.0 | 1 | 68 | 1 | 38 | 1 | 303000.0 | 1.0 | 136 | 1 | 0 | 95 | 0 |
| 19 | 72.0 | 1 | 110 | 0 | 25 | 0 | 237000.0 | 1.0 | 140 | 0 | 0 | 65 | 1 |
| 20 | 60.0 | 1 | 47 | 1 | 20 | 0 | 336000.0 | 0.7 | 139 | 1 | 0 | 73 | 1 |
| 21 | 63.0 | 1 | 103 | 1 | 35 | 0 | 287000.0 | 0.9 | 136 | 1 | 1 | 270 | 0 |
| 22 | 58.0 | 1 | 200 | 0 | 40 | 0 | 164000.0 | 1.0 | 139 | 0 | 0 | 91 | 0 |
| 23 | 50.0 | 1 | 111 | 0 | 20 | 0 | 266000.0 | 1.9 | 137 | 1 | 1 | 7 | 1 |
| 24 | 70.0 | 1 | 67 | 0 | 35 | 0 | 223000.0 | 2.7 | 138 | 1 | 1 | 54 | 0 |
| 25 | 42.0 | 1 | 86 | 0 | 35 | 0 | 237000.0 | 1.1 | 139 | 0 | 0 | 201 | 0 |
| 26 | 53.0 | 1 | 1807 | 0 | 38 | 0 | 330000.0 | 1.4 | 137 | 1 | 1 | 209 | 0 |
| 27 | 63.0 | 1 | 1764 | 0 | 45 | 0 | 73000.0 | 0.7 | 137 | 1 | 0 | 186 | 0 |
| 28 | 42.0 | 0 | 64 | 0 | 40 | 0 | 279000.0 | 0.7 | 140 | 1 | 1 | 245 | 0 |
| 29 | 70.0 | 0 | 582 | 0 | 50 | 1 | 358000.0 | 0.9 | 141 | 0 | 0 | 196 | 0 |
| 30 | 69.0 | 0 | 582 | 1 | 35 | 0 | 226000.0 | 3.5 | 134 | 1 | 0 | 30 | 1 |
| 31 | 68.0 | 1 | 220 | 0 | 35 | 1 | 365000.0 | 1.1 | 139 | 1 | 1 | 20 | 0 |
| 32 | 68.0 | 1 | 221 | 0 | 35 | 1 | 289000.0 | 0.9 | 140 | 1 | 1 | 20 | 1 |
| 33 | 50.0 | 0 | 482 | 0 | 40 | 0 | 448000.0 | 0.9 | 137 | 1 | 1 | 109 | 0 |
| 34 | 45.0 | 0 | 308 | 0 | 40 | 1 | 51000.0 | 1.3 | 136 | 1 | 1 | 186 | 0 |
| 35 | 50.0 | 1 | 249 | 1 | 50 | 1 | 328000.0 | 1.0 | 128 | 1 | 0 | 28 | 1 |
| 36 | 72.0 | 0 | 211 | 1 | 25 | 0 | 318000.0 | 1.2 | 134 | 0 | 0 | 207 | 0 |
| 37 | 65.0 | 1 | 59 | 1 | 60 | 0 | 267000.0 | 0.9 | 137 | 1 | 0 | 107 | 0 |
| 38 | 49.0 | 0 | 91 | 0 | 30 | 1 | 427000.0 | 1.0 | 138 | 0 | 0 | 12 | 0 |
| 39 | 60.0 | 0 | 582 | 0 | 40 | 0 | 242000.0 | 3.7 | 134 | 1 | 0 | 96 | 1 |
| 40 | 95.0 | 1 | 371 | 0 | 30 | 0 | 427000.0 | 2.0 | 132 | 0 | 0 | 50 | 1 |
| 41 | 75.0 | 1 | 246 | 1 | 15 | 0 | 127000.0 | 1.2 | 137 | 1 | 0 | 10 | 1 |
| 42 | 70.0 | 0 | 582 | 0 | 40 | 0 | 621000.0 | 2.7 | 136 | 0 | 1 | 250 | 0 |
| 43 | 50.0 | 1 | 205 | 0 | 45 | 1 | 184000.0 | 0.9 | 134 | 1 | 1 | 118 | 0 |
| 44 | 50.0 | 1 | 245 | 1 | 30 | 0 | 302000.0 | 1.2 | 138 | 0 | 0 | 29 | 0 |
| 45 | 51.0 | 0 | 582 | 0 | 40 | 0 | 210000.0 | 0.9 | 134 | 1 | 0 | 244 | 0 |
| 46 | 65.0 | 1 | 135 | 1 | 35 | 1 | 297000.0 | 0.8 | 134 | 1 | 0 | 194 | 0 |
| 47 | 65.0 | 1 | 305 | 1 | 25 | 0 | 254000.0 | 1.1 | 141 | 1 | 0 | 87 | 0 |
| 48 | 63.0 | 1 | 757 | 0 | 45 | 0 | 73000.0 | 0.7 | 137 | 1 | 0 | 186 | 0 |
| 49 | 70.0 | 0 | 196 | 0 | 30 | 0 | 173000.0 | 1.2 | 132 | 1 | 0 | 210 | 0 |
| 50 | 53.0 | 0 | 82 | 1 | 60 | 0 | 368000.0 | 0.8 | 135 | 1 | 0 | 22 | 0 |
| 51 | 44.0 | 0 | 84 | 0 | 40 | 1 | 237000.0 | 0.7 | 139 | 0 | 0 | 79 | 0 |
| 52 | 45.0 | 0 | 308 | 0 | 40 | 1 | 51000.0 | 1.3 | 136 | 1 | 1 | 186 | 0 |
| 53 | 58.0 | 0 | 582 | 0 | 40 | 0 | 105000.0 | 1.0 | 138 | 1 | 1 | 205 | 0 |
| 54 | 45.0 | 0 | 582 | 1 | 35 | 0 | 263358.03 | 1.1 | 142 | 0 | 0 | 256 | 0 |
| 55 | 42.0 | 0 | 102 | 0 | 25 | 0 | 274000.0 | 1.2 | 142 | 0 | 0 | 74 | 0 |
| 56 | 45.0 | 0 | 582 | 0 | 45 | 0 | 324000.0 | 0.9 | 140 | 0 | 0 | 244 | 0 |
| 57 | 45.0 | 0 | 615 | 1 | 55 | 0 | 236000.0 | 0.8 | 141 | 0 | 0 | 257 | 0 |
| 58 | 58.0 | 0 | 144 | 1 | 38 | 1 | 297000.0 | 0.7 | 142 | 0 | 0 | 83 | 0 |
| 59 | 60.0 | 0 | 582 | 0 | 40 | 0 | 242000.0 | 3.7 | 134 | 1 | 0 | 96 | 1 |
| 60 | 63.0 | 1 | 106 | 1 | 35 | 0 | 179000.0 | 0.9 | 136 | 1 | 1 | 270 | 0 |
| 61 | 59.0 | 0 | 66 | 1 | 20 | 0 | 742000.0 | 2.4 | 134 | 1 | 0 | 135 | 1 |
| 62 | 90.0 | 1 | 60 | 0 | 38 | 0 | 390000.0 | 0.9 | 144 | 0 | 0 | 256 | 0 |
| 63 | 58.0 | 1 | 200 | 1 | 60 | 0 | 283000.0 | 0.8 | 137 | 1 | 1 | 104 | 0 |
| 64 | 50.0 | 1 | 121 | 1 | 45 | 1 | 185000.0 | 1.2 | 139 | 1 | 1 | 33 | 1 |
| 65 | 50.0 | 1 | 167 | 1 | 45 | 0 | 297000.0 | 1.0 | 136 | 1 | 0 | 187 | 0 |
| 66 | 60.0 | 0 | 582 | 0 | 40 | 0 | 242000.0 | 3.7 | 134 | 1 | 0 | 96 | 1 |
| 67 | 60.667 | 1 | 151 | 1 | 40 | 1 | 297000.0 | 1.0 | 136 | 0 | 0 | 172 | 0 |
| 68 | 70.0 | 0 | 582 | 1 | 38 | 0 | 25100.0 | 1.1 | 140 | 1 | 1 | 246 | 0 |
| 69 | 63.0 | 1 | 1767 | 0 | 35 | 0 | 255000.0 | 0.8 | 134 | 1 | 0 | 186 | 0 |
| 70 | 61.0 | 0 | 248 | 1 | 25 | 1 | 194000.0 | 1.7 | 140 | 1 | 0 | 120 | 0 |
| 71 | 60.0 | 0 | 2656 | 1 | 38 | 0 | 329000.0 | 3.0 | 142 | 0 | 0 | 30 | 1 |
| 72 | 66.0 | 1 | 68 | 1 | 38 | 1 | 25100.0 | 1.0 | 136 | 1 | 0 | 95 | 0 |
| 73 | 58.0 | 0 | 154 | 1 | 38 | 1 | 253000.0 | 1.0 | 139 | 1 | 0 | 230 | 0 |
| 74 | 65.0 | 1 | 59 | 1 | 60 | 0 | 208000.0 | 0.9 | 137 | 0 | 0 | 107 | 0 |
| 75 | 50.0 | 1 | 121 | 1 | 40 | 0 | 208000.0 | 0.7 | 130 | 0 | 0 | 175 | 0 |
| 76 | 46.0 | 0 | 719 | 0 | 30 | 1 | 211000.0 | 0.8 | 138 | 1 | 0 | 108 | 0 |
| 77 | 55.0 | 1 | 582 | 1 | 35 | 0 | 371000.0 | 0.7 | 140 | 0 | 0 | 197 | 0 |
| 78 | 65.0 | 1 | 160 | 1 | 40 | 0 | 257000.0 | 1.0 | 136 | 0 | 0 | 210 | 0 |
| 79 | 45.0 | 1 | 66 | 1 | 35 | 0 | 226000.0 | 0.9 | 138 | 1 | 0 | 230 | 0 |
| 80 | 80.0 | 1 | 653 | 0 | 20 | 1 | 140000.0 | 4.4 | 133 | 1 | 0 | 41 | 1 |
| 81 | 95.0 | 1 | 281 | 0 | 40 | 1 | 196000.0 | 1.0 | 138 | 0 | 0 | 24 | 1 |
| 82 | 45.0 | 0 | 615 | 1 | 55 | 0 | 236000.0 | 0.8 | 141 | 0 | 0 | 257 | 0 |
| 83 | 58.0 | 1 | 60 | 0 | 40 | 0 | 164000.0 | 1.0 | 139 | 0 | 0 | 91 | 0 |
| 84 | 70.0 | 0 | 292 | 0 | 40 | 0 | 51000.0 | 2.7 | 136 | 1 | 1 | 250 | 0 |
| 85 | 50.0 | 1 | 168 | 1 | 38 | 1 | 122000.0 | 1.1 | 137 | 1 | 0 | 11 | 1 |
| 86 | 45.0 | 0 | 7702 | 0 | 40 | 1 | 164000.0 | 1.0 | 139 | 0 | 0 | 60 | 1 |
| 87 | 60.0 | 0 | 582 | 0 | 30 | 1 | 127000.0 | 0.9 | 145 | 0 | 0 | 95 | 0 |
| 88 | 65.0 | 0 | 118 | 0 | 35 | 0 | 365000.0 | 1.1 | 139 | 1 | 1 | 200 | 0 |
| 89 | 60.667 | 1 | 104 | 1 | 30 | 0 | 382000.0 | 1.5 | 136 | 1 | 0 | 171 | 1 |
| 90 | 45.0 | 0 | 7702 | 1 | 50 | 1 | 188000.0 | 1.0 | 140 | 1 | 0 | 25 | 1 |
| 91 | 45.0 | 0 | 582 | 0 | 45 | 0 | 324000.0 | 0.9 | 140 | 0 | 0 | 244 | 0 |
| 92 | 69.0 | 0 | 582 | 1 | 35 | 0 | 226000.0 | 3.5 | 134 | 1 | 0 | 30 | 1 |
| 93 | 60.0 | 0 | 897 | 1 | 40 | 0 | 270000.0 | 1.0 | 133 | 0 | 0 | 80 | 0 |
| 94 | 45.0 | 0 | 582 | 1 | 55 | 0 | 236000.0 | 0.8 | 141 | 0 | 0 | 186 | 0 |
| 95 | 56.0 | 1 | 145 | 1 | 38 | 0 | 133000.0 | 1.7 | 140 | 1 | 0 | 244 | 0 |
| 96 | 70.0 | 1 | 59 | 1 | 50 | 1 | 351000.0 | 1.0 | 134 | 0 | 0 | 44 | 1 |
| 97 | 50.0 | 0 | 318 | 0 | 40 | 1 | 286000.0 | 2.3 | 131 | 0 | 0 | 60 | 1 |
| 98 | 65.0 | 1 | 82 | 1 | 60 | 1 | 203000.0 | 0.9 | 140 | 0 | 0 | 94 | 0 |
| 99 | 41.0 | 0 | 148 | 0 | 40 | 0 | 481000.0 | 0.8 | 140 | 1 | 1 | 68 | 0 |
| 100 | 63.0 | 0 | 936 | 0 | 25 | 0 | 304000.0 | 1.1 | 133 | 1 | 1 | 88 | 0 |