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---
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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