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README.md

@@ -15,4 +15,27 @@ configs:
 - subscription
 ---
 # Bank
-The [Bank dataset](https://archive.ics.uci.edu/ml/datasets/bank+marketing) is cool.
+The [Bank dataset](https://archive.ics.uci.edu/ml/datasets/bank+marketing) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).
+Potential clients are contacted by a bank during a second advertisement campaign.
+This datasets records the customer, the interaction with the AD campaign, and if they subscribed to a proposed bank plan or not.
+
+# Configurations and tasks
+- `encoding` The encoding dictionaries mapping binary and ordinal features to their value;.
+- `subscription` Binary classification task to classify whether the customer has subscribed or not.
+
+# Features
+| **Name**                                      |**Type**   |
+|-----------------------------------------------|-----------|
+|`age`                                          |`int64`    |
+|`job`                                          |`string`   |
+|`marital_status`                               |`string`   |
+|`education`                                    |`int8`     |
+|`has_defaulted`                                |`int8`     |
+|`account_balance`                              |`int64`    |
+|`has_housing_loan`                             |`int8`     |
+|`has_personal_loan`                            |`int8`     |
+|`month_of_last_contact`                        |`string`   |
+|`number_of_calls_in_ad_campaign`               |`string`   |
+|`days_since_last_contact_of_previous_campaign` |`int16`    |
+|`number_of_calls_before_this_campaign`         |`int16`    |
+|`successfull_subscription`                     |`int8`     |