Commit 09925616 authored by Sylvain Marchienne's avatar Sylvain Marchienne

Classif + regression

parent e8d349b9
...@@ -2,21 +2,64 @@ ...@@ -2,21 +2,64 @@
"cells": [ "cells": [
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 1, "execution_count": 11,
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"import numpy as np" "import numpy as np\n",
"# Des datasets comme discuté au téléhphone @Théophile"
] ]
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 2, "execution_count": 14,
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [
{
"data": {
"text/plain": [
"((569, 30), (569,))"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Boston dataset (Régression)\n",
"# https://www.cs.toronto.edu/~delve/data/boston/bostonDetail.html\n",
"# Prix des maisons à Boston (cf le site pour les variables)\n",
"from sklearn.datasets import load_boston\n",
"boston = load_boston()\n",
"X, y = boston[\"data\"], boston[\"target\"]\n",
"X.shape, y.shape"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"((569, 30), (569,))"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [ "source": [
"# Des datasets comme discuté au téléhphone @Théophile\n", "# Breast cancer dataset (classification)\n",
"\n" "# https://scikit-learn.org/stable/datasets/index.html#breast-cancer-wisconsin-diagnostic-dataset\n",
"# Données sur les tumeurs : cette tumeur est-elle cancéreuse ?\n",
"from sklearn.datasets import load_breast_cancer\n",
"breast = load_breast_cancer()\n",
"X, y = breast[\"data\"], breast[\"target\"]\n",
"X.shape, y.shape"
] ]
}, },
{ {
......
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