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Tag: ai

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Learning To Rank Main Blog
Explaining Learning to Rank Models with Tree Shap
_ Anna Ruggero

Explaining Learning to Rank Models with Tree Shap

Introduction A common problem with machine learning models is their interpretability and explainability.We create a dataset and we train a model to achieve a task, then we would like to understand how the model obtains those results. This is often quite difficult to understand, especially with very complex models. In this blog post, I would…

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Learning To Rank Main Blog
The Importance of Online Testing in Learning to Rank
_ Anna Ruggero

The Importance of Online Testing in Learning to Rank – Part 1

You have just trained a learning to rank model and you now want to know how it performs. You can start by looking at the evaluation parameters returned by the train on the test set, but you are still not sure of which will be the impact in using it in a real website. This…

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