diff --git a/.nojekyll b/.nojekyll
index 145f4ad..932b24a 100644
--- a/.nojekyll
+++ b/.nojekyll
@@ -1 +1 @@
-0386bb9f
\ No newline at end of file
+50de3c81
\ No newline at end of file
diff --git a/chapters/chapter1/0-intro.pdf b/chapters/chapter1/0-intro.pdf
index 2b00147..efef6df 100644
Binary files a/chapters/chapter1/0-intro.pdf and b/chapters/chapter1/0-intro.pdf differ
diff --git a/chapters/chapter1/1-survol.pdf b/chapters/chapter1/1-survol.pdf
index 37ba175..5b00d5c 100644
Binary files a/chapters/chapter1/1-survol.pdf and b/chapters/chapter1/1-survol.pdf differ
diff --git a/chapters/chapter1/2-comparaison_GB_RF.pdf b/chapters/chapter1/2-comparaison_GB_RF.pdf
index 717768c..30dd399 100644
Binary files a/chapters/chapter1/2-comparaison_GB_RF.pdf and b/chapters/chapter1/2-comparaison_GB_RF.pdf differ
diff --git a/chapters/chapter2/0-intro.pdf b/chapters/chapter2/0-intro.pdf
index edb8d1c..d0c8963 100644
Binary files a/chapters/chapter2/0-intro.pdf and b/chapters/chapter2/0-intro.pdf differ
diff --git a/chapters/chapter2/1-CART.html b/chapters/chapter2/1-CART.html
index 20cd737..9d32940 100644
--- a/chapters/chapter2/1-CART.html
+++ b/chapters/chapter2/1-CART.html
@@ -291,11 +291,11 @@
Les défis du partitionnement optimal
L’objectif principal est de trouver la partition de l’espace des caractéristiques qui offre les meilleures prédictions possibles. Cependant, cet objectif se heurte à plusieurs difficultés, et la complexité du problème augmente rapidement avec le nombre de caractéristiques et la taille de l’échantillon:
-
+
- Infinité des découpages possibles : Il existe une infinité de façons de diviser l’espace des caractéristiques.
- Complexité de la paramétrisation : Il est difficile de représenter tous ces découpages avec un nombre limité de paramètres.
- Optimisation complexe : Même avec une paramétrisation, trouver le meilleur découpage nécessite une optimisation complexe, souvent irréaliste en pratique.
-
+
Les solutions apportées par les arbres de décision
diff --git a/chapters/chapter2/1-CART.pdf b/chapters/chapter2/1-CART.pdf
index 567786f..ba8f344 100644
Binary files a/chapters/chapter2/1-CART.pdf and b/chapters/chapter2/1-CART.pdf differ
diff --git a/chapters/chapter2/2-bagging.pdf b/chapters/chapter2/2-bagging.pdf
index f88ab01..6a215e4 100644
Binary files a/chapters/chapter2/2-bagging.pdf and b/chapters/chapter2/2-bagging.pdf differ
diff --git a/chapters/chapter2/3-random_forest.pdf b/chapters/chapter2/3-random_forest.pdf
index c98cc32..6c82eb8 100644
Binary files a/chapters/chapter2/3-random_forest.pdf and b/chapters/chapter2/3-random_forest.pdf differ
diff --git a/chapters/chapter2/4-boosting.pdf b/chapters/chapter2/4-boosting.pdf
index 50bcb45..4c7963b 100644
Binary files a/chapters/chapter2/4-boosting.pdf and b/chapters/chapter2/4-boosting.pdf differ
diff --git a/chapters/chapter3/0-intro.pdf b/chapters/chapter3/0-intro.pdf
index 0cebebc..06a7a14 100644
Binary files a/chapters/chapter3/0-intro.pdf and b/chapters/chapter3/0-intro.pdf differ
diff --git a/chapters/chapter3/1-guide_usage_RF.pdf b/chapters/chapter3/1-guide_usage_RF.pdf
index 20e2e0a..a8a200e 100644
Binary files a/chapters/chapter3/1-guide_usage_RF.pdf and b/chapters/chapter3/1-guide_usage_RF.pdf differ
diff --git a/index.pdf b/index.pdf
index 5eb4fc7..2e7209b 100644
Binary files a/index.pdf and b/index.pdf differ
diff --git a/pdf/dt_methodes_ensemblistes.pdf b/pdf/dt_methodes_ensemblistes.pdf
index 9fd3033..bce21fb 100644
Binary files a/pdf/dt_methodes_ensemblistes.pdf and b/pdf/dt_methodes_ensemblistes.pdf differ
diff --git a/sitemap.xml b/sitemap.xml
index 02ef156..e720820 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -2,46 +2,46 @@
https://github.com/oliviermeslin/DT_methodes_ensemblistes/chapters/chapter2/4-boosting.html
- 2024-11-14T17:21:12.995Z
+ 2024-11-14T17:23:55.681Z
https://github.com/oliviermeslin/DT_methodes_ensemblistes/chapters/chapter3/0-intro.html
- 2024-11-14T17:21:12.995Z
+ 2024-11-14T17:23:55.681Z
https://github.com/oliviermeslin/DT_methodes_ensemblistes/chapters/chapter2/2-bagging.html
- 2024-11-14T17:21:12.995Z
+ 2024-11-14T17:23:55.681Z
https://github.com/oliviermeslin/DT_methodes_ensemblistes/chapters/chapter2/0-intro.html
- 2024-11-14T17:21:12.991Z
+ 2024-11-14T17:23:55.681Z
https://github.com/oliviermeslin/DT_methodes_ensemblistes/chapters/chapter1/1-survol.html
- 2024-11-14T17:21:12.991Z
+ 2024-11-14T17:23:55.681Z
https://github.com/oliviermeslin/DT_methodes_ensemblistes/chapters/chapter1/0-intro.html
- 2024-11-14T17:21:12.991Z
+ 2024-11-14T17:23:55.681Z
https://github.com/oliviermeslin/DT_methodes_ensemblistes/chapters/chapter1/2-comparaison_GB_RF.html
- 2024-11-14T17:21:12.991Z
+ 2024-11-14T17:23:55.681Z
https://github.com/oliviermeslin/DT_methodes_ensemblistes/chapters/chapter2/1-CART.html
- 2024-11-14T17:21:12.995Z
+ 2024-11-14T17:23:55.681Z
https://github.com/oliviermeslin/DT_methodes_ensemblistes/chapters/chapter2/3-random_forest.html
- 2024-11-14T17:21:12.995Z
+ 2024-11-14T17:23:55.681Z
https://github.com/oliviermeslin/DT_methodes_ensemblistes/index.html
- 2024-11-14T17:21:12.995Z
+ 2024-11-14T17:23:55.685Z
https://github.com/oliviermeslin/DT_methodes_ensemblistes/chapters/chapter3/1-guide_usage_RF.html
- 2024-11-14T17:21:12.995Z
+ 2024-11-14T17:23:55.681Z