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--- |
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language: |
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- en |
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tags: |
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- heart failure |
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- tabular_classification |
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- binary_classification |
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pretty_name: Heart failure |
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size_categories: |
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- 100<n<1K |
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task_categories: |
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- tabular-classification |
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configs: |
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- death |
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--- |
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# Heart failure |
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The [Heart failure dataset](https://www.kaggle.com/datasets/andrewmvd/heart-failure-clinical-data) from Kaggle. |
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Predict patient death from earth failure given some personal medical data . |
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# Configurations and tasks |
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| **Configuration** | **Task** | **Description** | |
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|-------------------|---------------------------|-----------------------------------------------------------------| |
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| death | Binary classification | Did the patient die? | |
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# Usage |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("mstz/heart_failure", "death")["train"] |
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``` |
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# Features |
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|**Feature** |**Type** | |
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|----------------------------------------------------|-----------| |
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|`age` |`int8` | |
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|`has_anaemia` |`int8` | |
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|`creatinine_phosphokinase_concentration_in_blood` |`float64` | |
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|`has_diabetes` |`int8` | |
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|`heart_ejection_fraction` |`float64` | |
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|`has_high_blood_pressure` |`int8` | |
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|`platelets_concentration_in_blood` |`float64` | |
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|`serum_creatinine_concentration_in_blood` |`float64` | |
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|`serum_sodium_concentration_in_blood` |`float64` | |
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|`sex` |`int8` | |
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|`is_smoker` |`int8` | |
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|`days_in_study` |`int64` | |
