diff options
| author | 崔一鸣 <[email protected]> | 2020-05-10 13:52:13 +0800 |
|---|---|---|
| committer | 崔一鸣 <[email protected]> | 2020-05-10 13:52:13 +0800 |
| commit | e49a688e23f7d1bf492e9a28421e870ff1b7a371 (patch) | |
| tree | 316bbc5bd3cc3014e6d1415265553d3c6e421836 /Experiment/MarkovModel/plot.ipynb | |
| parent | 01d5c4c872e30ad28ed613de7f9964eb8cce8f5e (diff) | |
Diffstat (limited to 'Experiment/MarkovModel/plot.ipynb')
| -rw-r--r-- | Experiment/MarkovModel/plot.ipynb | 126 |
1 files changed, 126 insertions, 0 deletions
diff --git a/Experiment/MarkovModel/plot.ipynb b/Experiment/MarkovModel/plot.ipynb new file mode 100644 index 0000000..44bcd85 --- /dev/null +++ b/Experiment/MarkovModel/plot.ipynb @@ -0,0 +1,126 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/Leo/anaconda3/lib/python3.6/site-packages/matplotlib/mpl-data/matplotlibrc\n" + ] + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import sys\n", + "\n", + "from pylab import *\n", + "mpl.rcParams['font.sans-serif'] = ['SimHei']\n", + "\n", + "\n", + "import matplotlib\n", + "print(matplotlib.matplotlib_fname())\n", + "\n", + "from matplotlib.font_manager import _rebuild\n", + "_rebuild()\n", + "\n", + "#折线图\n", + "\n", + "\n", + "# names = ['张三', '李四', '王五', '赵六', '马七']\n", + "# x = range(len(names))\n", + "# y = [0.8884, 0.9210, 0.9534, 0.9675, 0.9999]\n", + "\n", + "# plt.plot(x,y,'ro-',color = 'r',label=\"ATT-RLSTM\")#s-:方形\n", + "# plt.plot(x,y,'ro-',color = 'g',label=\"CNN-RLSTM\")#o-:圆形\n", + "# #plt.xlabel(\"region length\")#横坐标名字\n", + "# #plt.ylabel(\"accuracy\")#纵坐标名字\n", + "# #plt.legend(loc = \"best\")#图例\n", + "# plt.show()\n", + "\n", + "\n", + "import matplotlib.pyplot as plt\n", + "names = ['流建立', '流保持(20个包)', '流保持(40个包)', '流保持(所有包)']\n", + "x = range(len(names))\n", + "y1 = [0.8803, 0.9864, 0.9992, 0.9999]\n", + "y2 = [0.8626, 0.9765, 0.9920, 0.9997]\n", + "y3 = [0.8443, 0.9640, 0.9840, 0.9995]\n", + "plt.xticks(x, names, rotation=30)\n", + "plt.margins(0.08)\n", + "plt.subplots_adjust(bottom=0.15)\n", + "plt.xlabel('SSL客户端识别阶段')\n", + "plt.ylabel('SSL客户端识别总比例')\n", + "plt.title('不同给定置信度下识别总比例和识别阶段的关系')\n", + "plt.plot(x, y1, marker='o', c = '0.2', label = \"置信度0.5\")\n", + "plt.plot(x, y2, marker='o', c = '0.2', mfc='w', label = \"置信度0.7\")\n", + "plt.plot(x, y3, marker='s', c = '0.2', label = \"置信度0.9\")\n", + "plt.legend()\n", + "#plt.show()\n", + "plt.tight_layout()\n", + "plt.savefig(\"fig1.svg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "names = ['流建立', '流保持(20个包)', '流保持(40个包)', '流保持(所有包)']\n", + "x = range(len(names))\n", + "y1 = [0.9631, 0.8786, 0.8887, 0.9286]\n", + "y2 = [0.9868, 0.9089, 0.9114, 0.9531]\n", + "y3 = [0.9965, 0.9309, 0.9274, 0.9746]\n", + "plt.xticks(x, names, rotation=30)\n", + "plt.margins(0.08)\n", + "plt.subplots_adjust(bottom=0.15)\n", + "plt.xlabel('SSL客户端识别阶段')\n", + "plt.ylabel('SSL客户端识别F1值')\n", + "plt.title('不同给定置信度下识别准确性和识别阶段的关系')\n", + "plt.plot(x, y1, marker='o', c = '0.2', label = \"置信度0.5\")\n", + "plt.plot(x, y2, marker='o', c = '0.2', mfc='w', label = \"置信度0.7\")\n", + "plt.plot(x, y3, marker='s', c = '0.2', label = \"置信度0.9\")\n", + "plt.legend()\n", + "#plt.show()\n", + "plt.tight_layout()\n", + "plt.savefig(\"fig2.svg\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "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": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} |
