From 0f681b4ceadb00af5ffd962293231c86c27eb81d Mon Sep 17 00:00:00 2001 From: Florian Mathieu Date: Fri, 20 May 2022 11:29:25 +0200 Subject: [PATCH] typo + ajout knn --- knn/README.md | 49 +++++++++++++++++++++++++ knn/assets/bo.png | Bin 0 -> 76359 bytes knn/assets/chen.png | Bin 0 -> 54038 bytes knn/assets/echantillon_pokemon.png | Bin 0 -> 145758 bytes knn/assets/echantillon_pokemon_2.png | Bin 0 -> 142094 bytes knn/choixpeauMagique.csv | 51 +++++++++++++++++++++++++++ knn/pokemons.ods | Bin 0 -> 30765 bytes reseau/filius/seance_3/README.md | 2 +- 8 files changed, 101 insertions(+), 1 deletion(-) create mode 100644 knn/README.md create mode 100644 knn/assets/bo.png create mode 100644 knn/assets/chen.png create mode 100644 knn/assets/echantillon_pokemon.png create mode 100644 knn/assets/echantillon_pokemon_2.png create mode 100644 knn/choixpeauMagique.csv create mode 100644 knn/pokemons.ods diff --git a/knn/README.md b/knn/README.md new file mode 100644 index 0000000..ad9ab4d --- /dev/null +++ b/knn/README.md @@ -0,0 +1,49 @@ +> Dans le domaine de l'apprentissage automatique des machines "Machine Learning", l'algorithme des k plus proches voisins est l'un des plus utilisé. + +### Le programme + +![bo](assets/bo.png) + +------ + +### Exemple de Problème de classification + +L'algorithme des *k plus proches voisins* permet de résoudre certains problème, notamment ceux qui proposent de classer des données et élèments. + +Par exemple, le Professeur Chen, inventeur du Pokédex, utilise cet algorithme afin que son appereil puisse prédire quel pokémon se trouve devant lui. + +chen + +Pour simplifier, imaginons que les Pokemons ne possèdent que deux caractéristiques : leurs points de vie et leur valeur d'attaque. On peut prendre deux types pour commencer. + +| Nom | Écayon | Deoxys | Éoko | Groret | Taraud | +| ------------- | ------ | ------ | ---- | ------ | ------ | +| Points de vie | 49 | 50 | 80 | 90 | 90 | +| Attaque | 49 | 95 | 45 | 75 | 75 | +| Type | Eau | Psy | Psy | Psy | Eau | + +------------ + +- Nous pouvons utiliser cet échantillon afin de prédire la classification d'un Pokémon mystère, selon ses points de vie et sa valeur d'attaque. + + + +![echantillon](assets/echantillon_pokemon.png) + +------------ + +### Prédiction + +À partir des données du diagramme, on veut prédire la classe d'un pokémon ayant 65 points de vie et 40 en attaque. + +![echantillon_2](assets/echantillon_pokemon_2.png) + +Il devrait donc se trouver dans zone. On peut alors trouver ses cinq ou six plus proches voisins. + +- Parmi ces voisins se trouvent deux Pokémons de type Eau, et trois de types Psy. +- Le Pokémon mystère sera donc probablement de type Psy ! + + + +### Formulation de l'algorithme + diff --git a/knn/assets/bo.png b/knn/assets/bo.png new file mode 100644 index 0000000000000000000000000000000000000000..d1a169d23b7d6716108743dda473f8bef4a6b304 GIT binary patch literal 76359 zcma%iWmr|u7cPy2k|GU)z>)4Ql~h2wySr0bMUXhObSvGZh@^C+iN-OZh&KT-ep zez-j6c(!}bo;|Z>&5C!u`?b8B0tYAcI#vx;U8$2GRVykYVgTWW6j~j%BBB&p26BWh63Jb( zdohG~&x7k2=|8yQv<4RkL#ks<;ma6847Wm%Z=2|hw7%*}itsBw>pJQ?>aFwbOFns8 z!%=etmww{U5V@G43AY%6@fPh{Qz)CoD&~-qA0m?c+^Bzdw6wZ|!ysJO+{M=JCQ4<1 zQ;b9~r89vk>!m#EHJ z(|mo`nDE%kxsmq1|IHl}xRG4#VonmcFi-h@$fC(3^00pF+Tar^Hn>DNY}DFv&%!&Z--)of~!~xP!zHV5gC<`o-Hf? zDN(tnf`mtb>k&j_?O}c#oA4K<+oCHIc$O3SA8xA{oHt&)$E^1xrWYt@AfmydMvdI? z(a!sp{*A9CGxy-=K%p&>PucEppeOutVpb&$YfC{y(=ep;(YVGsk}J7D@F+aWmzSeP zMdNJ9XQwj~%pdx7

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8d8ccf1..a01ff51 100644 --- a/reseau/filius/seance_3/README.md +++ b/reseau/filius/seance_3/README.md @@ -55,6 +55,6 @@ Une page web est accessible via ................(3) de l'hôte qu'il l'héberge. Un serveur DNS permet d'associer un ................(4) à ................(5) de l'hôte qui héberge la page web. -Tout hôte du réseau doit avoir l'adresse IP du ................(6) configurée. Sans cela, il ne sait pas quel hôte contacté pour obtenir l'adresse IP associée au nom de domaine. +Tout hôte du réseau doit avoir l'adresse IP du ................(6) configurée. Sans cela, il ne sait pas quel hôte contacter pour obtenir l'adresse IP associée au nom de domaine. La commande ................(7) permet d'obtenir le nom de l'hôte associée à son adresse IP.