{"cells": [{"cell_type": "markdown", "metadata": {}, "source": ["# 2A.ml - Probl\u00e8mes classiques de machine learning illustr\u00e9s\n", "\n", "Revue des probl\u00e8mes classiques de machines learning, classification, r\u00e9gression, ranking. Exercices sur la classification multi-classes."]}, {"cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [{"data": {"text/html": ["
\n", ""], "text/plain": ["\n", " | seuil | \n", "fpr | \n", "tpr | \n", "
---|---|---|---|
0 | \n", "0.994020 | \n", "0.000000 | \n", "0.018519 | \n", "
1 | \n", "0.878538 | \n", "0.000000 | \n", "0.203704 | \n", "
2 | \n", "0.876186 | \n", "0.021739 | \n", "0.203704 | \n", "
3 | \n", "0.844416 | \n", "0.021739 | \n", "0.277778 | \n", "
4 | \n", "0.837452 | \n", "0.043478 | \n", "0.277778 | \n", "
28 | \n", "0.166698 | \n", "0.739130 | \n", "0.962963 | \n", "
29 | \n", "0.143926 | \n", "0.739130 | \n", "0.981481 | \n", "
30 | \n", "0.111130 | \n", "0.782609 | \n", "0.981481 | \n", "
31 | \n", "0.110802 | \n", "0.782609 | \n", "1.000000 | \n", "
32 | \n", "0.032959 | \n", "1.000000 | \n", "1.000000 | \n", "