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README.md
@@ -142,7 +142,7 @@ automatically.
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Once you have set up your Eloquent model, and trained your machine learning
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model(s), you can begin predicting attributes.
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-For example, to predict the species of an IrisFlower, you can create a new
+For example, to predict the species of an Iris flower, you can create a new
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`IrisFlower` object and populate a few of its known attributes, then call the
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`predict` method.
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