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@@ -17,7 +17,7 @@ configs:
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  - bladder
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  ---
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  # Acute Inflammation
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- The [Acute Inflammation dataset](https://archive.ics.uci.edu/ml/datasets/Acute+Inflammations) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).
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  Predict whether the patient has an acute inflammation.
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  # Configurations and tasks
@@ -37,7 +37,8 @@ dataset = load_dataset("mstz/acute_inflammation", "inflammation")["train"]
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  ```
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  # Features
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- Target feature changes according to the selected configuration.
 
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  | **Feature** | **Type** |
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  |---------------------------------------|---------------|
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  | `temperature` | `[float64]` |
 
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  - bladder
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  ---
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  # Acute Inflammation
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+ The [Acute Inflammation dataset](https://archive.ics.uci.edu/ml/datasets/Acute+Inflammations) from the [UCI ML repository](https://archive-beta.ics.uci.edu).
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  Predict whether the patient has an acute inflammation.
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  # Configurations and tasks
 
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  ```
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  # Features
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+ Target feature changes according to the selected configuration and is always in last position in the dataset.
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+
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  | **Feature** | **Type** |
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  |---------------------------------------|---------------|
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  | `temperature` | `[float64]` |