Datasets:
William Donnellan
WilliamD/
HeartFailureAnalysis
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[8f957d]: / heart_failure_records.csv

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# age sex cp trestbps chol fbs restecg thalach exang oldpeak slope target
1 78 male 2 104 297 0 2 84 1 1.5030085481756377 2 0
2 68 male 2 181 210 1 0 82 1 2.226718147312392 0 1
3 54 female 3 190 298 0 2 188 0 0.5801382980264582 2 0
4 82 male 0 108 237 0 1 156 1 1.3587636225483293 1 1
5 47 female 0 179 473 0 0 202 1 5.386231358835483 1 0
6 60 male 0 141 532 1 0 187 0 5.8781504786149705 0 1
7 78 female 1 115 545 1 0 140 0 3.885957513841768 2 0
8 58 male 2 178 427 0 0 63 1 5.500939752140521 1 0
9 62 female 0 115 553 1 0 194 0 3.8564514024085508 0 0
10 50 female 3 115 231 1 1 105 0 0.19917891663281928 0 1
11 50 male 0 135 278 1 1 68 0 5.980575509918454 2 0
12 63 female 0 181 435 1 1 92 1 0.5937138101192094 2 0
13 75 female 2 138 531 0 2 143 0 4.095850808670364 0 1
14 79 female 2 171 502 0 0 191 1 1.5170172184487403 2 0
15 63 female 2 185 429 1 0 124 0 2.351886677441761 2 0
16 42 female 1 142 419 1 1 165 0 3.8756051088056296 1 1
17 61 female 1 92 441 1 0 93 1 2.6189240958462423 2 0
18 41 female 0 155 352 1 2 144 0 1.5032763535867695 0 1
19 63 female 2 186 173 0 0 147 1 2.0066771212699486 2 1
20 83 male 0 131 593 1 0 212 1 2.0492887015390577 0 1
21 69 male 3 108 500 0 2 114 0 5.755943427049282 0 0
22 77 female 3 106 460 1 1 196 0 4.791678095540706 2 0
23 41 female 2 197 357 0 1 76 1 2.7512926288764006 2 1
24 60 male 2 122 429 1 0 208 1 1.1989255220481847 2 1
25 72 male 3 165 354 0 2 200 0 4.866096661575936 1 0
26 51 male 2 138 301 0 1 190 0 0.943094829650241 1 0
27 61 female 1 145 587 0 1 63 0 1.2627733028520205 2 0
28 83 male 1 152 175 1 1 66 0 2.196080351040907 0 1
29 64 female 2 92 343 0 0 85 0 5.28208917511194 2 0
30 88 female 3 196 485 1 2 83 1 0.7907200118046616 1 1
31 66 male 0 138 571 0 0 69 1 0.7334051571271565 1 1
32 81 female 2 144 387 0 1 72 1 2.963849929831596 2 0
33 67 female 2 115 470 1 2 184 1 1.6584632465620481 0 0
34 55 female 0 188 224 0 0 98 0 3.4123676498889592 0 1
35 54 female 2 161 584 1 1 206 1 2.7098201080993407 1 1
36 86 male 0 141 312 1 1 78 0 2.609754638107301 1 0
37 83 male 3 189 448 1 0 135 0 0.6718378229219597 1 1
38 42 female 1 96 178 1 1 111 0 0.8462981414990409 0 0
39 76 female 3 135 314 0 1 179 0 4.9264714646811 1 0
40 46 male 1 135 486 0 2 217 0 5.315296425430466 1 1
41 60 female 0 189 335 1 1 105 1 1.4081011973115014 0 1
42 48 male 1 105 203 0 0 208 0 0.6807630091486143 1 0
43 78 female 3 113 444 0 2 134 0 0.32050003160706364 1 1
44 57 female 1 150 191 1 0 183 0 3.6497856824513812 2 1
45 43 male 0 143 561 0 1 107 1 4.292119275001234 1 0
46 64 male 1 151 434 1 2 121 0 2.236859935219233 2 1
47 53 male 2 90 576 0 2 117 0 4.078055204943837 1 0
48 89 male 3 138 536 0 2 77 0 4.277752893357157 1 1
49 48 female 2 114 287 1 2 167 1 5.612053688381432 2 0
50 65 male 0 99 336 0 0 107 0 0.38924182701064347 1 1
51 41 female 1 169 547 0 1 122 1 1.1537503393864788 2 1
52 59 male 2 105 353 1 1 71 1 0.4111559255819288 1 1
53 67 male 2 147 580 0 2 93 0 5.207963600016663 2 1
54 86 female 1 161 191 1 1 161 1 4.755522960201411 2 1
55 46 male 1 118 499 0 0 146 1 3.4478524237310344 1 1
56 83 male 3 192 565 1 1 84 0 0.501980460307099 1 1
57 47 male 2 181 437 1 0 191 0 1.6398741519223177 2 1
58 86 male 2 95 575 1 0 200 0 1.7863190883511015 0 0
59 74 female 0 105 565 1 1 108 0 3.3644591760925024 1 1
60 53 female 3 109 175 1 0 137 1 1.5482633642202928 1 1
61 56 male 0 169 520 0 0 195 1 0.437759183477729 0 1
62 75 male 2 160 534 0 0 114 0 4.384573811119797 0 1
63 89 male 0 194 205 1 0 77 0 1.794481269932468 2 1
64 79 female 2 167 402 0 2 94 0 2.7142450621398035 1 0
65 43 female 2 132 271 1 1 219 1 0.7659998098938321 2 0
66 41 female 0 115 255 0 2 211 0 4.815289820367478 1 1
67 45 female 0 179 279 0 0 66 1 3.3931912615443456 0 1
68 81 male 1 167 486 1 1 72 1 5.409513757259177 2 1
69 43 male 1 160 307 1 0 185 1 2.9728293783920003 1 1
70 68 male 1 122 525 0 1 171 1 5.648554030907278 1 0
71 57 female 2 115 380 0 2 128 0 5.351209226287956 0 1
72 65 male 0 134 457 1 1 159 0 3.4587591387554033 0 0
73 83 female 3 173 240 0 0 149 0 5.60336062889918 1 1
74 73 female 2 152 542 0 1 101 1 1.9385324837673137 0 0
75 49 male 3 156 171 1 1 168 1 2.1938529762252683 0 0
76 75 male 0 141 439 0 2 218 0 0.2728677078362216 2 0
77 53 male 2 157 259 1 0 169 1 3.5352054405831184 1 1
78 70 female 3 115 198 1 1 85 1 4.3315438195736 2 1
79 87 female 3 164 278 1 2 135 1 4.641115141452619 0 1
80 54 male 1 91 222 0 1 91 0 0.8988977162766199 1 1
81 47 male 1 103 489 0 0 150 0 2.6649544338750015 0 1
82 53 female 1 197 202 1 1 184 0 1.0611792725634939 0 0
83 62 male 2 119 505 1 1 185 1 3.972764093125493 1 0
84 79 female 0 138 529 0 1 111 0 0.9476782345306087 0 0
85 60 female 0 101 317 0 1 207 0 5.42498210373645 2 1
86 55 male 1 179 194 0 0 162 0 1.38380787396848 1 0
87 84 male 1 133 542 1 2 164 1 1.748413597729469 0 1
88 57 male 1 122 254 1 2 73 1 5.105437932905998 0 0
89 86 male 3 102 299 0 1 163 1 2.7508056608743425 0 1
90 63 female 1 167 295 0 0 176 1 0.14397567480043816 1 0
91 65 female 3 177 353 0 0 107 1 2.9675175072158746 2 1
92 64 female 0 187 511 1 0 152 0 0.5072600122807382 0 0
93 84 male 2 197 448 1 0 203 0 5.912068312123864 0 0
94 80 female 2 115 316 0 0 169 1 3.528669422733614 0 0
95 68 male 2 110 350 0 0 112 1 1.5391957056658707 1 1
96 54 male 2 117 283 1 1 62 0 3.3823060772857065 0 0
97 84 male 3 137 360 1 2 127 1 0.46120262029052905 0 0
98 40 male 3 189 197 0 2 192 1 4.7993478256129025 0 0
99 64 male 1 129 275 0 1 197 1 5.551968323184982 1 1
100 46 male 3 155 388 0 2 111 1 5.246666329236957 2 0