127 lines
3.7 KiB
Plaintext
127 lines
3.7 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"/Users/Leo/anaconda3/lib/python3.6/site-packages/matplotlib/mpl-data/matplotlibrc\n"
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]
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}
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],
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"source": [
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"import matplotlib.pyplot as plt\n",
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"import sys\n",
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"\n",
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"from pylab import *\n",
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"mpl.rcParams['font.sans-serif'] = ['SimHei']\n",
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"\n",
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"\n",
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"import matplotlib\n",
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"print(matplotlib.matplotlib_fname())\n",
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"\n",
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"from matplotlib.font_manager import _rebuild\n",
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"_rebuild()\n",
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"\n",
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"#折线图\n",
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"\n",
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"\n",
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"# names = ['张三', '李四', '王五', '赵六', '马七']\n",
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"# x = range(len(names))\n",
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"# y = [0.8884, 0.9210, 0.9534, 0.9675, 0.9999]\n",
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"\n",
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"# plt.plot(x,y,'ro-',color = 'r',label=\"ATT-RLSTM\")#s-:方形\n",
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"# plt.plot(x,y,'ro-',color = 'g',label=\"CNN-RLSTM\")#o-:圆形\n",
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"# #plt.xlabel(\"region length\")#横坐标名字\n",
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"# #plt.ylabel(\"accuracy\")#纵坐标名字\n",
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"# #plt.legend(loc = \"best\")#图例\n",
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"# plt.show()\n",
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"\n",
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"\n",
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"import matplotlib.pyplot as plt\n",
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"names = ['流建立', '流保持(20个包)', '流保持(40个包)', '流保持(所有包)']\n",
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"x = range(len(names))\n",
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"y1 = [0.8803, 0.9864, 0.9992, 0.9999]\n",
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"y2 = [0.8626, 0.9765, 0.9920, 0.9997]\n",
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"y3 = [0.8443, 0.9640, 0.9840, 0.9995]\n",
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"plt.xticks(x, names, rotation=30)\n",
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"plt.margins(0.08)\n",
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"plt.subplots_adjust(bottom=0.15)\n",
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"plt.xlabel('SSL客户端识别阶段')\n",
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"plt.ylabel('SSL客户端识别总比例')\n",
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"plt.title('不同给定置信度下识别总比例和识别阶段的关系')\n",
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"plt.plot(x, y1, marker='o', c = '0.2', label = \"置信度0.5\")\n",
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"plt.plot(x, y2, marker='o', c = '0.2', mfc='w', label = \"置信度0.7\")\n",
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"plt.plot(x, y3, marker='s', c = '0.2', label = \"置信度0.9\")\n",
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"plt.legend()\n",
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"#plt.show()\n",
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"plt.tight_layout()\n",
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"plt.savefig(\"fig1.svg\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"collapsed": true
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},
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"outputs": [],
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"source": [
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"import matplotlib.pyplot as plt\n",
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"names = ['流建立', '流保持(20个包)', '流保持(40个包)', '流保持(所有包)']\n",
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"x = range(len(names))\n",
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"y1 = [0.9631, 0.8786, 0.8887, 0.9286]\n",
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"y2 = [0.9868, 0.9089, 0.9114, 0.9531]\n",
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"y3 = [0.9965, 0.9309, 0.9274, 0.9746]\n",
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"plt.xticks(x, names, rotation=30)\n",
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"plt.margins(0.08)\n",
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"plt.subplots_adjust(bottom=0.15)\n",
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"plt.xlabel('SSL客户端识别阶段')\n",
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"plt.ylabel('SSL客户端识别F1值')\n",
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"plt.title('不同给定置信度下识别准确性和识别阶段的关系')\n",
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"plt.plot(x, y1, marker='o', c = '0.2', label = \"置信度0.5\")\n",
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"plt.plot(x, y2, marker='o', c = '0.2', mfc='w', label = \"置信度0.7\")\n",
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"plt.plot(x, y3, marker='s', c = '0.2', label = \"置信度0.9\")\n",
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"plt.legend()\n",
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"#plt.show()\n",
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"plt.tight_layout()\n",
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"plt.savefig(\"fig2.svg\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"collapsed": true
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},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.6.2"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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