Feature Engineering
Let's engineer meaningful features to train the search ranking model.
An important aspect of the feature generation process is to first think about the main actors that will play a key role in our feature engineering process.
📝 The terms “features” and “signals” are generally used interchangeably as we will also do so.
The four such actors for search are:
- Searcher
- Query
- Document
- Context
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