| --- | |
| 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 | |