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Link fix #5568

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4 changes: 2 additions & 2 deletions _ml-commons-plugin/algorithms.md
Original file line number Diff line number Diff line change
Expand Up @@ -434,11 +434,11 @@ A classification algorithm, logistic regression models the probability of a disc

### Example: Train/Predict with Iris data

The following example creates an index in OpenSearch with the [Iris dataset](https://archive.ics.uci.edu/ml/datasets/iris), then trains the data using logistic regression. Lastly, it uses the trained model to predict Iris types separated by row.
The following example creates an index in OpenSearch with the [Iris dataset](https://en.wikipedia.org/wiki/Iris_flower_data_set), then trains the data using logistic regression. Lastly, it uses the trained model to predict Iris types separated by row.

#### Create an Iris index

Before using this request, make sure that you have downloaded [Iris data](https://archive.ics.uci.edu/ml/datasets/iris).
Before using this request, make sure that you have downloaded [Iris data](https://archive.ics.uci.edu/dataset/53/iris).

```bash
PUT /iris_data
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