age
int64 29
77
| sex
int64 0
1
| cp
int64 0
3
| trtbps
int64 94
200
| chol
int64 126
564
| fbs
int64 0
1
| restecg
int64 0
2
| thalachh
int64 71
202
| exng
int64 0
1
| oldpeak
float64 0
6.2
| slp
int64 0
2
| caa
int64 0
4
| thall
int64 0
3
| output
int64 0
1
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44 | 1 | 0 | 110 | 197 | 0 | 0 | 177 | 0 | 0 | 2 | 1 | 2 | 0 |
60 | 1 | 0 | 125 | 258 | 0 | 0 | 141 | 1 | 2.8 | 1 | 1 | 3 | 0 |
58 | 1 | 0 | 150 | 270 | 0 | 0 | 111 | 1 | 0.8 | 2 | 0 | 3 | 0 |
68 | 1 | 2 | 180 | 274 | 1 | 0 | 150 | 1 | 1.6 | 1 | 0 | 3 | 0 |
62 | 0 | 0 | 160 | 164 | 0 | 0 | 145 | 0 | 6.2 | 0 | 3 | 3 | 0 |
52 | 1 | 0 | 128 | 255 | 0 | 1 | 161 | 1 | 0 | 2 | 1 | 3 | 0 |
59 | 1 | 0 | 110 | 239 | 0 | 0 | 142 | 1 | 1.2 | 1 | 1 | 3 | 0 |
60 | 0 | 0 | 150 | 258 | 0 | 0 | 157 | 0 | 2.6 | 1 | 2 | 3 | 0 |
49 | 1 | 2 | 120 | 188 | 0 | 1 | 139 | 0 | 2 | 1 | 3 | 3 | 0 |
59 | 1 | 0 | 140 | 177 | 0 | 1 | 162 | 1 | 0 | 2 | 1 | 3 | 0 |
57 | 1 | 2 | 128 | 229 | 0 | 0 | 150 | 0 | 0.4 | 1 | 1 | 3 | 0 |
61 | 1 | 0 | 120 | 260 | 0 | 1 | 140 | 1 | 3.6 | 1 | 1 | 3 | 0 |
39 | 1 | 0 | 118 | 219 | 0 | 1 | 140 | 0 | 1.2 | 1 | 0 | 3 | 0 |
61 | 0 | 0 | 145 | 307 | 0 | 0 | 146 | 1 | 1 | 1 | 0 | 3 | 0 |
56 | 1 | 0 | 125 | 249 | 1 | 0 | 144 | 1 | 1.2 | 1 | 1 | 2 | 0 |
43 | 0 | 0 | 132 | 341 | 1 | 0 | 136 | 1 | 3 | 1 | 0 | 3 | 0 |
62 | 0 | 2 | 130 | 263 | 0 | 1 | 97 | 0 | 1.2 | 1 | 1 | 3 | 0 |
63 | 1 | 0 | 130 | 330 | 1 | 0 | 132 | 1 | 1.8 | 2 | 3 | 3 | 0 |
65 | 1 | 0 | 135 | 254 | 0 | 0 | 127 | 0 | 2.8 | 1 | 1 | 3 | 0 |
48 | 1 | 0 | 130 | 256 | 1 | 0 | 150 | 1 | 0 | 2 | 2 | 3 | 0 |
63 | 0 | 0 | 150 | 407 | 0 | 0 | 154 | 0 | 4 | 1 | 3 | 3 | 0 |
55 | 1 | 0 | 140 | 217 | 0 | 1 | 111 | 1 | 5.6 | 0 | 0 | 3 | 0 |
65 | 1 | 3 | 138 | 282 | 1 | 0 | 174 | 0 | 1.4 | 1 | 1 | 2 | 0 |
56 | 0 | 0 | 200 | 288 | 1 | 0 | 133 | 1 | 4 | 0 | 2 | 3 | 0 |
54 | 1 | 0 | 110 | 239 | 0 | 1 | 126 | 1 | 2.8 | 1 | 1 | 3 | 0 |
70 | 1 | 0 | 145 | 174 | 0 | 1 | 125 | 1 | 2.6 | 0 | 0 | 3 | 0 |
62 | 1 | 1 | 120 | 281 | 0 | 0 | 103 | 0 | 1.4 | 1 | 1 | 3 | 0 |
35 | 1 | 0 | 120 | 198 | 0 | 1 | 130 | 1 | 1.6 | 1 | 0 | 3 | 0 |
59 | 1 | 3 | 170 | 288 | 0 | 0 | 159 | 0 | 0.2 | 1 | 0 | 3 | 0 |
64 | 1 | 2 | 125 | 309 | 0 | 1 | 131 | 1 | 1.8 | 1 | 0 | 3 | 0 |
47 | 1 | 2 | 108 | 243 | 0 | 1 | 152 | 0 | 0 | 2 | 0 | 2 | 0 |
57 | 1 | 0 | 165 | 289 | 1 | 0 | 124 | 0 | 1 | 1 | 3 | 3 | 0 |
55 | 1 | 0 | 160 | 289 | 0 | 0 | 145 | 1 | 0.8 | 1 | 1 | 3 | 0 |
64 | 1 | 0 | 120 | 246 | 0 | 0 | 96 | 1 | 2.2 | 0 | 1 | 2 | 0 |
70 | 1 | 0 | 130 | 322 | 0 | 0 | 109 | 0 | 2.4 | 1 | 3 | 2 | 0 |
51 | 1 | 0 | 140 | 299 | 0 | 1 | 173 | 1 | 1.6 | 2 | 0 | 3 | 0 |
58 | 1 | 0 | 125 | 300 | 0 | 0 | 171 | 0 | 0 | 2 | 2 | 3 | 0 |
60 | 1 | 0 | 140 | 293 | 0 | 0 | 170 | 0 | 1.2 | 1 | 2 | 3 | 0 |
77 | 1 | 0 | 125 | 304 | 0 | 0 | 162 | 1 | 0 | 2 | 3 | 2 | 0 |
35 | 1 | 0 | 126 | 282 | 0 | 0 | 156 | 1 | 0 | 2 | 0 | 3 | 0 |
70 | 1 | 2 | 160 | 269 | 0 | 1 | 112 | 1 | 2.9 | 1 | 1 | 3 | 0 |
59 | 0 | 0 | 174 | 249 | 0 | 1 | 143 | 1 | 0 | 1 | 0 | 2 | 0 |
64 | 1 | 0 | 145 | 212 | 0 | 0 | 132 | 0 | 2 | 1 | 2 | 1 | 0 |
57 | 1 | 0 | 152 | 274 | 0 | 1 | 88 | 1 | 1.2 | 1 | 1 | 3 | 0 |
56 | 1 | 0 | 132 | 184 | 0 | 0 | 105 | 1 | 2.1 | 1 | 1 | 1 | 0 |
48 | 1 | 0 | 124 | 274 | 0 | 0 | 166 | 0 | 0.5 | 1 | 0 | 3 | 0 |
56 | 0 | 0 | 134 | 409 | 0 | 0 | 150 | 1 | 1.9 | 1 | 2 | 3 | 0 |
66 | 1 | 1 | 160 | 246 | 0 | 1 | 120 | 1 | 0 | 1 | 3 | 1 | 0 |
54 | 1 | 1 | 192 | 283 | 0 | 0 | 195 | 0 | 0 | 2 | 1 | 3 | 0 |
69 | 1 | 2 | 140 | 254 | 0 | 0 | 146 | 0 | 2 | 1 | 3 | 3 | 0 |
51 | 1 | 0 | 140 | 298 | 0 | 1 | 122 | 1 | 4.2 | 1 | 3 | 3 | 0 |
43 | 1 | 0 | 132 | 247 | 1 | 0 | 143 | 1 | 0.1 | 1 | 4 | 3 | 0 |
62 | 0 | 0 | 138 | 294 | 1 | 1 | 106 | 0 | 1.9 | 1 | 3 | 2 | 0 |
67 | 1 | 0 | 100 | 299 | 0 | 0 | 125 | 1 | 0.9 | 1 | 2 | 2 | 0 |
59 | 1 | 3 | 160 | 273 | 0 | 0 | 125 | 0 | 0 | 2 | 0 | 2 | 0 |
45 | 1 | 0 | 142 | 309 | 0 | 0 | 147 | 1 | 0 | 1 | 3 | 3 | 0 |
58 | 1 | 0 | 128 | 259 | 0 | 0 | 130 | 1 | 3 | 1 | 2 | 3 | 0 |
50 | 1 | 0 | 144 | 200 | 0 | 0 | 126 | 1 | 0.9 | 1 | 0 | 3 | 0 |
62 | 0 | 0 | 150 | 244 | 0 | 1 | 154 | 1 | 1.4 | 1 | 0 | 2 | 0 |
38 | 1 | 3 | 120 | 231 | 0 | 1 | 182 | 1 | 3.8 | 1 | 0 | 3 | 0 |
66 | 0 | 0 | 178 | 228 | 1 | 1 | 165 | 1 | 1 | 1 | 2 | 3 | 0 |
52 | 1 | 0 | 112 | 230 | 0 | 1 | 160 | 0 | 0 | 2 | 1 | 2 | 0 |
53 | 1 | 0 | 123 | 282 | 0 | 1 | 95 | 1 | 2 | 1 | 2 | 3 | 0 |
63 | 0 | 0 | 108 | 269 | 0 | 1 | 169 | 1 | 1.8 | 1 | 2 | 2 | 0 |
54 | 1 | 0 | 110 | 206 | 0 | 0 | 108 | 1 | 0 | 1 | 1 | 2 | 0 |
66 | 1 | 0 | 112 | 212 | 0 | 0 | 132 | 1 | 0.1 | 2 | 1 | 2 | 0 |
55 | 0 | 0 | 180 | 327 | 0 | 2 | 117 | 1 | 3.4 | 1 | 0 | 2 | 0 |
49 | 1 | 2 | 118 | 149 | 0 | 0 | 126 | 0 | 0.8 | 2 | 3 | 2 | 0 |
54 | 1 | 0 | 122 | 286 | 0 | 0 | 116 | 1 | 3.2 | 1 | 2 | 2 | 0 |
56 | 1 | 0 | 130 | 283 | 1 | 0 | 103 | 1 | 1.6 | 0 | 0 | 3 | 0 |
46 | 1 | 0 | 120 | 249 | 0 | 0 | 144 | 0 | 0.8 | 2 | 0 | 3 | 0 |
61 | 1 | 3 | 134 | 234 | 0 | 1 | 145 | 0 | 2.6 | 1 | 2 | 2 | 0 |
67 | 1 | 0 | 120 | 237 | 0 | 1 | 71 | 0 | 1 | 1 | 0 | 2 | 0 |
58 | 1 | 0 | 100 | 234 | 0 | 1 | 156 | 0 | 0.1 | 2 | 1 | 3 | 0 |
47 | 1 | 0 | 110 | 275 | 0 | 0 | 118 | 1 | 1 | 1 | 1 | 2 | 0 |
52 | 1 | 0 | 125 | 212 | 0 | 1 | 168 | 0 | 1 | 2 | 2 | 3 | 0 |
58 | 1 | 0 | 146 | 218 | 0 | 1 | 105 | 0 | 2 | 1 | 1 | 3 | 0 |
57 | 1 | 1 | 124 | 261 | 0 | 1 | 141 | 0 | 0.3 | 2 | 0 | 3 | 0 |
58 | 0 | 1 | 136 | 319 | 1 | 0 | 152 | 0 | 0 | 2 | 2 | 2 | 0 |
61 | 1 | 0 | 138 | 166 | 0 | 0 | 125 | 1 | 3.6 | 1 | 1 | 2 | 0 |
42 | 1 | 0 | 136 | 315 | 0 | 1 | 125 | 1 | 1.8 | 1 | 0 | 1 | 0 |
52 | 1 | 0 | 128 | 204 | 1 | 1 | 156 | 1 | 1 | 1 | 0 | 0 | 0 |
59 | 1 | 2 | 126 | 218 | 1 | 1 | 134 | 0 | 2.2 | 1 | 1 | 1 | 0 |
40 | 1 | 0 | 152 | 223 | 0 | 1 | 181 | 0 | 0 | 2 | 0 | 3 | 0 |
61 | 1 | 0 | 140 | 207 | 0 | 0 | 138 | 1 | 1.9 | 2 | 1 | 3 | 0 |
46 | 1 | 0 | 140 | 311 | 0 | 1 | 120 | 1 | 1.8 | 1 | 2 | 3 | 0 |
59 | 1 | 3 | 134 | 204 | 0 | 1 | 162 | 0 | 0.8 | 2 | 2 | 2 | 0 |
57 | 1 | 1 | 154 | 232 | 0 | 0 | 164 | 0 | 0 | 2 | 1 | 2 | 0 |
57 | 1 | 0 | 110 | 335 | 0 | 1 | 143 | 1 | 3 | 1 | 1 | 3 | 0 |
55 | 0 | 0 | 128 | 205 | 0 | 2 | 130 | 1 | 2 | 1 | 1 | 3 | 0 |
61 | 1 | 0 | 148 | 203 | 0 | 1 | 161 | 0 | 0 | 2 | 1 | 3 | 0 |
58 | 1 | 0 | 114 | 318 | 0 | 2 | 140 | 0 | 4.4 | 0 | 3 | 1 | 0 |
58 | 0 | 0 | 170 | 225 | 1 | 0 | 146 | 1 | 2.8 | 1 | 2 | 1 | 0 |
67 | 1 | 2 | 152 | 212 | 0 | 0 | 150 | 0 | 0.8 | 1 | 0 | 3 | 0 |
44 | 1 | 0 | 120 | 169 | 0 | 1 | 144 | 1 | 2.8 | 0 | 0 | 1 | 0 |
63 | 1 | 0 | 140 | 187 | 0 | 0 | 144 | 1 | 4 | 2 | 2 | 3 | 0 |
63 | 0 | 0 | 124 | 197 | 0 | 1 | 136 | 1 | 0 | 1 | 0 | 2 | 0 |
59 | 1 | 0 | 164 | 176 | 1 | 0 | 90 | 0 | 1 | 1 | 2 | 1 | 0 |
57 | 0 | 0 | 140 | 241 | 0 | 1 | 123 | 1 | 0.2 | 1 | 0 | 3 | 0 |
45 | 1 | 3 | 110 | 264 | 0 | 1 | 132 | 0 | 1.2 | 1 | 0 | 3 | 0 |