{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 5.5 课后习题" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "1、考虑一个两类分类问题,采用如下的训练模式:\n", "$$\\begin{array}{|l|l|}\n", "\\hline \\omega_{1} & \\omega_{2} \\\\\n", "\\hline 0110 & 1011 \\\\\n", "1010 & 0000 \\\\\n", "0011 & 0100 \\\\\n", "1111 & 1110 \\\\\n", "\\hline\n", "\\end{array}$$\n", "\n", "(a)用熵不纯度(式(1))手工生成一棵未剪枝的分类树。\n", "\n", "(b)利用简单的逻辑表达式简化规则对上面得到的类别进行简化,以得到最简单的逻辑表达式(使用最少的AND和OR)。\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 2 }