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@ -434,11 +434,11 @@ A classification algorithm, logistic regression models the probability of a disc
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### Example: Train/Predict with Iris data
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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.
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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.
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#### Create an Iris index
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Before using this request, make sure that you have downloaded [Iris data](https://archive.ics.uci.edu/ml/datasets/iris).
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Before using this request, make sure that you have downloaded [Iris data](https://archive.ics.uci.edu/dataset/53/iris).
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```bash
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PUT /iris_data
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