Now that we have our data loaded, we can work with our data to build our machine learning classifier. Step 3 — Organizing Data into Sets. To evaluate how well a classifier is performing, you should always test the model on unseen data. Therefore, before building a model, split your data into two parts: a training set and a test set.
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