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README.md
@@ -160,4 +160,14 @@ The `predict` method should be passed the attribute name you wish to predict.
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It will then returns the prediction as a string or numeric type.
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In our example, this should be the 'setosa'
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-species, based on [Iris flower data set](https://en.wikipedia.org/wiki/Iris_flower_data_set).
+species, based on [Iris flower data set](https://en.wikipedia.org/wiki/Iris_flower_data_set).
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+
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+## Advanced
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+### Prediction probabilities
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+TODO
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+### Changing machine learning model(s)
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