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Update README.md
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README.md
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---
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license: odbl
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-
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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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