Age
int64 28
77
| Sex
stringclasses 2
values | ChestPainType
stringclasses 4
values | RestingBP
int64 0
200
| Cholesterol
int64 0
603
| FastingBS
int64 0
1
| RestingECG
stringclasses 3
values | MaxHR
int64 60
202
| ExerciseAngina
stringclasses 2
values | Oldpeak
float64 -2.6
6.2
| ST_Slope
stringclasses 3
values | HeartDisease
int64 0
1
|
---|---|---|---|---|---|---|---|---|---|---|---|
40 | M | ATA | 140 | 289 | 0 | Normal | 172 | N | 0 | Up | 0 |
49 | F | NAP | 160 | 180 | 0 | Normal | 156 | N | 1 | Flat | 1 |
37 | M | ATA | 130 | 283 | 0 | ST | 98 | N | 0 | Up | 0 |
48 | F | ASY | 138 | 214 | 0 | Normal | 108 | Y | 1.5 | Flat | 1 |
54 | M | NAP | 150 | 195 | 0 | Normal | 122 | N | 0 | Up | 0 |
39 | M | NAP | 120 | 339 | 0 | Normal | 170 | N | 0 | Up | 0 |
45 | F | ATA | 130 | 237 | 0 | Normal | 170 | N | 0 | Up | 0 |
54 | M | ATA | 110 | 208 | 0 | Normal | 142 | N | 0 | Up | 0 |
37 | M | ASY | 140 | 207 | 0 | Normal | 130 | Y | 1.5 | Flat | 1 |
48 | F | ATA | 120 | 284 | 0 | Normal | 120 | N | 0 | Up | 0 |
37 | F | NAP | 130 | 211 | 0 | Normal | 142 | N | 0 | Up | 0 |
58 | M | ATA | 136 | 164 | 0 | ST | 99 | Y | 2 | Flat | 1 |
39 | M | ATA | 120 | 204 | 0 | Normal | 145 | N | 0 | Up | 0 |
49 | M | ASY | 140 | 234 | 0 | Normal | 140 | Y | 1 | Flat | 1 |
42 | F | NAP | 115 | 211 | 0 | ST | 137 | N | 0 | Up | 0 |
54 | F | ATA | 120 | 273 | 0 | Normal | 150 | N | 1.5 | Flat | 0 |
38 | M | ASY | 110 | 196 | 0 | Normal | 166 | N | 0 | Flat | 1 |
43 | F | ATA | 120 | 201 | 0 | Normal | 165 | N | 0 | Up | 0 |
60 | M | ASY | 100 | 248 | 0 | Normal | 125 | N | 1 | Flat | 1 |
36 | M | ATA | 120 | 267 | 0 | Normal | 160 | N | 3 | Flat | 1 |
43 | F | TA | 100 | 223 | 0 | Normal | 142 | N | 0 | Up | 0 |
44 | M | ATA | 120 | 184 | 0 | Normal | 142 | N | 1 | Flat | 0 |
49 | F | ATA | 124 | 201 | 0 | Normal | 164 | N | 0 | Up | 0 |
44 | M | ATA | 150 | 288 | 0 | Normal | 150 | Y | 3 | Flat | 1 |
40 | M | NAP | 130 | 215 | 0 | Normal | 138 | N | 0 | Up | 0 |
36 | M | NAP | 130 | 209 | 0 | Normal | 178 | N | 0 | Up | 0 |
53 | M | ASY | 124 | 260 | 0 | ST | 112 | Y | 3 | Flat | 0 |
52 | M | ATA | 120 | 284 | 0 | Normal | 118 | N | 0 | Up | 0 |
53 | F | ATA | 113 | 468 | 0 | Normal | 127 | N | 0 | Up | 0 |
51 | M | ATA | 125 | 188 | 0 | Normal | 145 | N | 0 | Up | 0 |
53 | M | NAP | 145 | 518 | 0 | Normal | 130 | N | 0 | Flat | 1 |
56 | M | NAP | 130 | 167 | 0 | Normal | 114 | N | 0 | Up | 0 |
54 | M | ASY | 125 | 224 | 0 | Normal | 122 | N | 2 | Flat | 1 |
41 | M | ASY | 130 | 172 | 0 | ST | 130 | N | 2 | Flat | 1 |
43 | F | ATA | 150 | 186 | 0 | Normal | 154 | N | 0 | Up | 0 |
32 | M | ATA | 125 | 254 | 0 | Normal | 155 | N | 0 | Up | 0 |
65 | M | ASY | 140 | 306 | 1 | Normal | 87 | Y | 1.5 | Flat | 1 |
41 | F | ATA | 110 | 250 | 0 | ST | 142 | N | 0 | Up | 0 |
48 | F | ATA | 120 | 177 | 1 | ST | 148 | N | 0 | Up | 0 |
48 | F | ASY | 150 | 227 | 0 | Normal | 130 | Y | 1 | Flat | 0 |
54 | F | ATA | 150 | 230 | 0 | Normal | 130 | N | 0 | Up | 0 |
54 | F | NAP | 130 | 294 | 0 | ST | 100 | Y | 0 | Flat | 1 |
35 | M | ATA | 150 | 264 | 0 | Normal | 168 | N | 0 | Up | 0 |
52 | M | NAP | 140 | 259 | 0 | ST | 170 | N | 0 | Up | 0 |
43 | M | ASY | 120 | 175 | 0 | Normal | 120 | Y | 1 | Flat | 1 |
59 | M | NAP | 130 | 318 | 0 | Normal | 120 | Y | 1 | Flat | 0 |
37 | M | ASY | 120 | 223 | 0 | Normal | 168 | N | 0 | Up | 0 |
50 | M | ATA | 140 | 216 | 0 | Normal | 170 | N | 0 | Up | 0 |
36 | M | NAP | 112 | 340 | 0 | Normal | 184 | N | 1 | Flat | 0 |
41 | M | ASY | 110 | 289 | 0 | Normal | 170 | N | 0 | Flat | 1 |
50 | M | ASY | 130 | 233 | 0 | Normal | 121 | Y | 2 | Flat | 1 |
47 | F | ASY | 120 | 205 | 0 | Normal | 98 | Y | 2 | Flat | 1 |
45 | M | ATA | 140 | 224 | 1 | Normal | 122 | N | 0 | Up | 0 |
41 | F | ATA | 130 | 245 | 0 | Normal | 150 | N | 0 | Up | 0 |
52 | F | ASY | 130 | 180 | 0 | Normal | 140 | Y | 1.5 | Flat | 0 |
51 | F | ATA | 160 | 194 | 0 | Normal | 170 | N | 0 | Up | 0 |
31 | M | ASY | 120 | 270 | 0 | Normal | 153 | Y | 1.5 | Flat | 1 |
58 | M | NAP | 130 | 213 | 0 | ST | 140 | N | 0 | Flat | 1 |
54 | M | ASY | 150 | 365 | 0 | ST | 134 | N | 1 | Up | 0 |
52 | M | ASY | 112 | 342 | 0 | ST | 96 | Y | 1 | Flat | 1 |
49 | M | ATA | 100 | 253 | 0 | Normal | 174 | N | 0 | Up | 0 |
43 | F | NAP | 150 | 254 | 0 | Normal | 175 | N | 0 | Up | 0 |
45 | M | ASY | 140 | 224 | 0 | Normal | 144 | N | 0 | Up | 0 |
46 | M | ASY | 120 | 277 | 0 | Normal | 125 | Y | 1 | Flat | 1 |
50 | F | ATA | 110 | 202 | 0 | Normal | 145 | N | 0 | Up | 0 |
37 | F | ATA | 120 | 260 | 0 | Normal | 130 | N | 0 | Up | 0 |
45 | F | ASY | 132 | 297 | 0 | Normal | 144 | N | 0 | Up | 0 |
32 | M | ATA | 110 | 225 | 0 | Normal | 184 | N | 0 | Up | 0 |
52 | M | ASY | 160 | 246 | 0 | ST | 82 | Y | 4 | Flat | 1 |
44 | M | ASY | 150 | 412 | 0 | Normal | 170 | N | 0 | Up | 0 |
57 | M | ATA | 140 | 265 | 0 | ST | 145 | Y | 1 | Flat | 1 |
44 | M | ATA | 130 | 215 | 0 | Normal | 135 | N | 0 | Up | 0 |
52 | M | ASY | 120 | 182 | 0 | Normal | 150 | N | 0 | Flat | 1 |
44 | F | ASY | 120 | 218 | 0 | ST | 115 | N | 0 | Up | 0 |
55 | M | ASY | 140 | 268 | 0 | Normal | 128 | Y | 1.5 | Flat | 1 |
46 | M | NAP | 150 | 163 | 0 | Normal | 116 | N | 0 | Up | 0 |
32 | M | ASY | 118 | 529 | 0 | Normal | 130 | N | 0 | Flat | 1 |
35 | F | ASY | 140 | 167 | 0 | Normal | 150 | N | 0 | Up | 0 |
52 | M | ATA | 140 | 100 | 0 | Normal | 138 | Y | 0 | Up | 0 |
49 | M | ASY | 130 | 206 | 0 | Normal | 170 | N | 0 | Flat | 1 |
55 | M | NAP | 110 | 277 | 0 | Normal | 160 | N | 0 | Up | 0 |
54 | M | ATA | 120 | 238 | 0 | Normal | 154 | N | 0 | Up | 0 |
63 | M | ASY | 150 | 223 | 0 | Normal | 115 | N | 0 | Flat | 1 |
52 | M | ATA | 160 | 196 | 0 | Normal | 165 | N | 0 | Up | 0 |
56 | M | ASY | 150 | 213 | 1 | Normal | 125 | Y | 1 | Flat | 1 |
66 | M | ASY | 140 | 139 | 0 | Normal | 94 | Y | 1 | Flat | 1 |
65 | M | ASY | 170 | 263 | 1 | Normal | 112 | Y | 2 | Flat | 1 |
53 | F | ATA | 140 | 216 | 0 | Normal | 142 | Y | 2 | Flat | 0 |
43 | M | TA | 120 | 291 | 0 | ST | 155 | N | 0 | Flat | 1 |
55 | M | ASY | 140 | 229 | 0 | Normal | 110 | Y | 0.5 | Flat | 0 |
49 | F | ATA | 110 | 208 | 0 | Normal | 160 | N | 0 | Up | 0 |
39 | M | ASY | 130 | 307 | 0 | Normal | 140 | N | 0 | Up | 0 |
52 | F | ATA | 120 | 210 | 0 | Normal | 148 | N | 0 | Up | 0 |
48 | M | ASY | 160 | 329 | 0 | Normal | 92 | Y | 1.5 | Flat | 1 |
39 | F | NAP | 110 | 182 | 0 | ST | 180 | N | 0 | Up | 0 |
58 | M | ASY | 130 | 263 | 0 | Normal | 140 | Y | 2 | Flat | 1 |
43 | M | ATA | 142 | 207 | 0 | Normal | 138 | N | 0 | Up | 0 |
39 | M | NAP | 160 | 147 | 1 | Normal | 160 | N | 0 | Up | 0 |
56 | M | ASY | 120 | 85 | 0 | Normal | 140 | N | 0 | Up | 0 |
41 | M | ATA | 125 | 269 | 0 | Normal | 144 | N | 0 | Up | 0 |
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YAML Metadata
Warning:
empty or missing yaml metadata in repo card
(https://huggingface.co/docs/hub/datasets-cards)
language:
- en license: odbl tags:
- health
- heart-disease
- medical
- machine-learning annotations_creators:
- expert-generated language_creators:
- expert-generated pretty_name: Heart Failure Prediction Dataset size_categories:
- 1K<n<10K source_datasets:
- original task_categories:
- structured-data-classification task_ids:
- binary-classification
- health-data-analysis paperswithcode_id: heart-failure-prediction configs:
- default
dataset_info: features: - name: Age dtype: int32 - name: Sex dtype: string - name: ChestPainType dtype: string - name: RestingBP dtype: int32 - name: Cholesterol dtype: int32 - name: FastingBS dtype: int32 - name: RestingECG dtype: string - name: MaxHR dtype: int32 - name: ExerciseAngina dtype: string - name: Oldpeak dtype: float32 - name: ST_Slope dtype: string - name: HeartDisease dtype: int32 config_name: default splits: - name: total num_bytes: UNKNOWN num_examples: 918 download_size: UNKNOWN dataset_size: UNKNOWN
train-eval-index:
- config: default
task: structured-data-classification
task_id: binary-classification
splits:
train_split: train
eval_split: validation
col_mapping:
Age: Age
Sex: Sex
ChestPainType: ChestPainType
RestingBP: RestingBP
Cholesterol: Cholesterol
FastingBS: FastingBS
RestingECG: RestingECG
MaxHR: MaxHR
ExerciseAngina: ExerciseAngina
Oldpeak: Oldpeak
ST_Slope: ST_Slope
HeartDisease: HeartDisease
metrics:
- type: accuracy name: Accuracy
- type: f1 name: F1 Score
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