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4 changes: 2 additions & 2 deletions docs/reference/hyperparameters.md
Original file line number Diff line number Diff line change
Expand Up @@ -311,9 +311,9 @@ for more on the distribution.

---

#### Defining the BetaintegerHyperparameter
#### Defining the BetaIntegerHyperparameter
First, we need to define the `__init__` method of the `BetaIntegerHyperparameter`, where we're going to
need the following for a [`BetaIntegerHyperparameter`][ConfigSpace.hyperparameters.IntegerHyperparameter]:
need the following for a [`BetaIntegerHyperparameter`][ConfigSpace.hyperparameters.integer_hyperparameter.IntegerHyperparameter]:

* `name=`: The name of the hyperparameter, required for all kinds of hyperparameters
* `lower=`, `upper=`: The bounds the user would like in value space, i.e. `(1, 5)`
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