Update README.md

README.md

@@ -12,23 +12,41 @@ size_categories:
 task_categories:  # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
 - tabular-classification
 configs:
-- encoding
-- income
-- income-no race
-- race
+- inflammation
+- nephritis
+- bladder
 ---
 # Acute Inflammation
-The [Acute Inflammation dataset](https://archive.ics.uci.edu/ml/datasets/Acute Inflammation) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).
+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).
+Predict whether the patient has an acute inflammation.
 
 # Configurations and tasks
 | **Configuration** | **Task**                  | Description                                                   |
 |-------------------|---------------------------|---------------------------------------------------------------|
-| inflammation      | Binary classification     | Predict if the patient has an acute inflammation.             |
+| inflammation      | Binary classification     | Does the patient have an acute inflammation?                  |
+| nephritis         | Binary classification     | Does the patient have a nephritic pelvis?                     |
+| bladder           | Binary classification     | Does the patient have bladder inflammation?                   |
+
+nephritis
 
 # Usage
 ```python
 from datasets import load_dataset
-from sklearn.tree import DecisionTreeClassifier
 
 dataset = load_dataset("mstz/acute_inflammation", "inflammation")["train"]
 ```
+
+# Features
+Target feature changes according to the selected configuration.
+| **Feature**                           | **Type**      |
+|---------------------------------------|---------------|
+| `temperature`                         | `[float64]`   |
+| `has_nausea`                          | `[bool]`      |
+| `has_lumbar_pain`                     | `[bool]`      |
+| `has_urine_pushing`                   | `[bool]`      |
+| `has_micturition_pains`               | `[bool]`      |
+| `has_burnt_urethra`                   | `[bool]`      |
+| `has_inflammed_bladder`               | `[bool]`      |
+| `has_nephritis_of_renal_pelvis`       | `[bool]`      |
+| `has_acute_inflammation`              | `[int8]`      |
+