From c7598c01c85c027fabe8e2ae2dff2b0385d94379 Mon Sep 17 00:00:00 2001 From: Prince Addae <charles.addae@student.uclouvain.be> Date: Fri, 24 May 2024 17:05:26 +0000 Subject: [PATCH] Update file README.md --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 677e7fc0..9ef633ce 100644 --- a/README.md +++ b/README.md @@ -66,11 +66,11 @@ The project is organized into the following key components: - Evaluates different recommendation models using various cross-validation techniques. - - Imports key packages and modules (model_selection and accuracy from Surprise). + - Imports key packages and modules (`model_selection` and `accuracy` from Surprise). - - Adapts the load_ratings function to load data in a format compatible with Surprise. + - Adapts the `load_ratings` function to load data in a format compatible with Surprise. - - Implements three methods of cross-validation: generate_split_predictions, generate_loo_top_n, and generate_full_top_n. + - Implements three methods of cross-validation: `generate_split_predictions,` `generate_loo_top_n`, and `generate_full_top_n`. - Introduces three new metrics: RMSE, hit rate, and novelty. @@ -81,13 +81,13 @@ The project is organized into the following key components: - Analyzes a smaller version of the dataset for debugging purposes. - - Similar analyses to analytics_ui.ipynb, but on a smaller scale to speed up computation time. + - Similar analyses to `analytics_ui.ipynb`, but on a smaller scale to speed up computation time. 8. ***analytics_test.ipynb*** - Analyzes a test dataset to understand algorithm behaviors during development. - - Similar analyses to analytics_ui.ipynb, but on a smaller test dataset to better understand how algorithms work. + - Similar analyses to `analytics_ui.ipynb`, but on a smaller test dataset to better understand how algorithms work. ### Datasets -- GitLab