Update README.md

README.md

@@ -5,13 +5,16 @@ tags:
 - balance_scale
 - tabular_classification
 - multiclass_classification
-pretty_name: Balance scale
+- binary_classification
+- UCI
+pretty_name: Balance
 size_categories:
 - n<1K
 task_categories:
 - tabular-classification
 configs:
 - balance
+- is_balanced
 ---
 # Balance scale
 The [Balance scale dataset](https://archive-beta.ics.uci.edu/dataset/12/balance+scale) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).
@@ -22,10 +25,14 @@ Two weights are put on the arms of a scale. Where does the scale tilt?
 | **Configuration** | **Task**                  | Description                                                   |
 |-------------------|---------------------------|---------------------------------------------------------------|
 | balance           | Multiclass classification | Where does the scale tilt?                             |
+| is_balanced       | Binary classification     | Does the scale tilt?                             |
 
 # Usage
 ```python
 from datasets import load_dataset
 
 dataset = load_dataset("mstz/balance_scale", "balance")["train"]
-```
+```
+
+# Features
+Target feature changes according to the selected configuration and is always in last position in the dataset.