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