From 2f3178b5d2628c80b176247a4d84a4b4f1243965 Mon Sep 17 00:00:00 2001
From: Steffen Korn <steffen.korn@cern.ch>
Date: Fri, 26 Jan 2024 18:31:38 +0100
Subject: [PATCH] Adding additional documentation on ROC curves and smoothing
 of them

---
 docs/index.md | 2 +-
 mkdocs.yml    | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/docs/index.md b/docs/index.md
index 61853ddb..cb50a36e 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -10,7 +10,7 @@ The structure of the documentation on this web page is as follows:
 * [Setup](Setup/file.md): Cloning of the script and general information about the setup
 * [Settings](Settings/index.md): Detailed list of config settings which steer model training
 * Instructions on how to run [DNNs](DNNs/RunDNN.md), [GNNs](GNNs/RunGNN.md), and [BDTs](BDTs/RunBDT.md)
-* Explanations on methods such as [k-folding](Methods/kfolding.md), [input scaling](Methods/inputscaling), and others
+* Explanations on methods such as [k-folding](Methods/kfolding.md), [input scaling](Methods/inputscaling.md), and others
 * A short walkthrough of the [conversion](Short_walkthrough/RunConversion.md), [training](Short_walkthrough/RunTraining.md), [evaluation](Short_walkthrough/RunEvaluation.md), and [injection](Short_walkthrough/RunInjection.md) steps.
 * Instructions how to run the code using [virtual environments (e.g. on lxplus)](HowToRun/VirtualEnv.md), [Docker images](HowToRun/Docker.md) or [Singularity images (e.g. on lxplus)](HowToRun/SingularityLxplus.md)
 * [FAQ](Settings/faq.md): List of frequently asked questions
diff --git a/mkdocs.yml b/mkdocs.yml
index fa62d0ce..44835505 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -37,6 +37,7 @@ nav:
       - 'Input scaling': Methods/inputscaling.md
       - 'Vector padding': Methods/vectorpadding.md
       - 'Handling of MC weights': Methods/weighthandling.md
+      - 'ROC curves': Methods/ROC_curves.md
       - 'Determining feature importance': Methods/permutationimportance.md
     - 'Short walkthrough':
       - 'Run conversion': Short_walkthrough/RunConversion.md
-- 
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