---
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