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--- |
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language: |
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- en |
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license: odbl |
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tags: |
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- health |
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- heart-disease |
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- medical |
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- machine-learning |
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annotations_creators: |
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- expert-generated |
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language_creators: |
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- expert-generated |
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pretty_name: Heart Failure Prediction Dataset |
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size_categories: |
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- 1K<n<10K |
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source_datasets: |
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- original |
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task_categories: |
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- structured-data-classification |
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task_ids: |
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- binary-classification |
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- health-data-analysis |
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paperswithcode_id: heart-failure-prediction |
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configs: |
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- default |
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dataset_info: |
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features: |
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- name: Age |
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dtype: int32 |
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- name: Sex |
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dtype: string |
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- name: ChestPainType |
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dtype: string |
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- name: RestingBP |
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dtype: int32 |
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- name: Cholesterol |
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dtype: int32 |
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- name: FastingBS |
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dtype: int32 |
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- name: RestingECG |
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dtype: string |
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- name: MaxHR |
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dtype: int32 |
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- name: ExerciseAngina |
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dtype: string |
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- name: Oldpeak |
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dtype: float32 |
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- name: ST_Slope |
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dtype: string |
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- name: HeartDisease |
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dtype: int32 |
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config_name: default |
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splits: |
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- name: total |
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num_bytes: UNKNOWN |
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num_examples: 918 |
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download_size: UNKNOWN |
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dataset_size: UNKNOWN |
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train-eval-index: |
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- config: default |
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task: structured-data-classification |
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task_id: binary-classification |
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splits: |
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train_split: train |
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eval_split: validation |
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col_mapping: |
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Age: Age |
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Sex: Sex |
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ChestPainType: ChestPainType |
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RestingBP: RestingBP |
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Cholesterol: Cholesterol |
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FastingBS: FastingBS |
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RestingECG: RestingECG |
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MaxHR: MaxHR |
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ExerciseAngina: ExerciseAngina |
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Oldpeak: Oldpeak |
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ST_Slope: ST_Slope |
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HeartDisease: HeartDisease |
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metrics: |
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- type: accuracy |
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name: Accuracy |
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- type: f1 |
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name: F1 Score |
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