{
 "cells": [
  {
   "source": [
    "# Tutorial 1 - Bank decision loan problem with crisp inputs"
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "source": [
    "In this tutorial a fuzzy inference system for loan approbation is builded. The problem has three input variables: score, ratio, and credit; and one output variable: decision."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "os.chdir('/workspaces/fuzzy-expert')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "fda07d0f-3958-4ea3-9474-34a43adc175e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "\n",
    "warnings.filterwarnings(\"ignore\")"
   ]
  },
  {
   "source": [
    "## Variable specification\n",
    "\n",
    "In the following code, a dictionary containing the variables of the problem is defined. The keys of the dictionary are the names of the variables in the rules. For each variable is defined the limits of the universe of discourse, the terms, and the membership function for each term. Finally, the variable `score` is ploted."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d0b87f10-2777-43f0-ab20-9c516cf20dd3",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 720x180 with 1 Axes>",
      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<svg height=\"166.978125pt\" version=\"1.1\" viewBox=\"0 0 595.303125 166.978125\" width=\"595.303125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-06-24T19:55:34.936397</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.4.2, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n </defs>\n <g id=\"figure_1\">\n  <g id=\"patch_1\">\n   <path d=\"M -0 166.978125 \nL 595.303125 166.978125 \nL 595.303125 0 \nL -0 0 \nz\n\" style=\"fill:none;\"/>\n  </g>\n  <g id=\"axes_1\">\n   <g id=\"patch_2\">\n    <path d=\"M 30.103125 143.1 \nL 588.103125 143.1 \nL 588.103125 7.2 \nL 30.103125 7.2 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"matplotlib.axis_1\">\n    <g id=\"xtick_1\">\n     <g id=\"line2d_1\">\n      <defs>\n       <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"m4064aa3add\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"55.466761\" xlink:href=\"#m4064aa3add\" y=\"143.1\"/>\n      </g>\n     </g>\n     <g id=\"text_1\">\n      <!-- 150 -->\n      <g transform=\"translate(45.923011 157.698438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 794 531 \nL 1825 531 \nL 1825 4091 \nL 703 3866 \nL 703 4441 \nL 1819 4666 \nL 2450 4666 \nL 2450 531 \nL 3481 531 \nL 3481 0 \nL 794 0 \nL 794 531 \nz\n\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\n        <path d=\"M 691 4666 \nL 3169 4666 \nL 3169 4134 \nL 1269 4134 \nL 1269 2991 \nQ 1406 3038 1543 3061 \nQ 1681 3084 1819 3084 \nQ 2600 3084 3056 2656 \nQ 3513 2228 3513 1497 \nQ 3513 744 3044 326 \nQ 2575 -91 1722 -91 \nQ 1428 -91 1123 -41 \nQ 819 9 494 109 \nL 494 744 \nQ 775 591 1075 516 \nQ 1375 441 1709 441 \nQ 2250 441 2565 725 \nQ 2881 1009 2881 1497 \nQ 2881 1984 2565 2268 \nQ 2250 2553 1709 2553 \nQ 1456 2553 1204 2497 \nQ 953 2441 691 2322 \nL 691 4666 \nz\n\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\n        <path d=\"M 2034 4250 \nQ 1547 4250 1301 3770 \nQ 1056 3291 1056 2328 \nQ 1056 1369 1301 889 \nQ 1547 409 2034 409 \nQ 2525 409 2770 889 \nQ 3016 1369 3016 2328 \nQ 3016 3291 2770 3770 \nQ 2525 4250 2034 4250 \nz\nM 2034 4750 \nQ 2819 4750 3233 4129 \nQ 3647 3509 3647 2328 \nQ 3647 1150 3233 529 \nQ 2819 -91 2034 -91 \nQ 1250 -91 836 529 \nQ 422 1150 422 2328 \nQ 422 3509 836 4129 \nQ 1250 4750 2034 4750 \nz\n\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_2\">\n     <g id=\"line2d_2\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"156.921307\" xlink:href=\"#m4064aa3add\" y=\"143.1\"/>\n      </g>\n     </g>\n     <g id=\"text_2\">\n      <!-- 160 -->\n      <g transform=\"translate(147.377557 157.698438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 2113 2584 \nQ 1688 2584 1439 2293 \nQ 1191 2003 1191 1497 \nQ 1191 994 1439 701 \nQ 1688 409 2113 409 \nQ 2538 409 2786 701 \nQ 3034 994 3034 1497 \nQ 3034 2003 2786 2293 \nQ 2538 2584 2113 2584 \nz\nM 3366 4563 \nL 3366 3988 \nQ 3128 4100 2886 4159 \nQ 2644 4219 2406 4219 \nQ 1781 4219 1451 3797 \nQ 1122 3375 1075 2522 \nQ 1259 2794 1537 2939 \nQ 1816 3084 2150 3084 \nQ 2853 3084 3261 2657 \nQ 3669 2231 3669 1497 \nQ 3669 778 3244 343 \nQ 2819 -91 2113 -91 \nQ 1303 -91 875 529 \nQ 447 1150 447 2328 \nQ 447 3434 972 4092 \nQ 1497 4750 2381 4750 \nQ 2619 4750 2861 4703 \nQ 3103 4656 3366 4563 \nz\n\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-36\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_3\">\n     <g id=\"line2d_3\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"258.375852\" xlink:href=\"#m4064aa3add\" y=\"143.1\"/>\n      </g>\n     </g>\n     <g id=\"text_3\">\n      <!-- 170 -->\n      <g transform=\"translate(248.832102 157.698438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 525 4666 \nL 3525 4666 \nL 3525 4397 \nL 1831 0 \nL 1172 0 \nL 2766 4134 \nL 525 4134 \nL 525 4666 \nz\n\" id=\"DejaVuSans-37\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-37\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_4\">\n     <g id=\"line2d_4\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"359.830398\" xlink:href=\"#m4064aa3add\" y=\"143.1\"/>\n      </g>\n     </g>\n     <g id=\"text_4\">\n      <!-- 180 -->\n      <g transform=\"translate(350.286648 157.698438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 2034 2216 \nQ 1584 2216 1326 1975 \nQ 1069 1734 1069 1313 \nQ 1069 891 1326 650 \nQ 1584 409 2034 409 \nQ 2484 409 2743 651 \nQ 3003 894 3003 1313 \nQ 3003 1734 2745 1975 \nQ 2488 2216 2034 2216 \nz\nM 1403 2484 \nQ 997 2584 770 2862 \nQ 544 3141 544 3541 \nQ 544 4100 942 4425 \nQ 1341 4750 2034 4750 \nQ 2731 4750 3128 4425 \nQ 3525 4100 3525 3541 \nQ 3525 3141 3298 2862 \nQ 3072 2584 2669 2484 \nQ 3125 2378 3379 2068 \nQ 3634 1759 3634 1313 \nQ 3634 634 3220 271 \nQ 2806 -91 2034 -91 \nQ 1263 -91 848 271 \nQ 434 634 434 1313 \nQ 434 1759 690 2068 \nQ 947 2378 1403 2484 \nz\nM 1172 3481 \nQ 1172 3119 1398 2916 \nQ 1625 2713 2034 2713 \nQ 2441 2713 2670 2916 \nQ 2900 3119 2900 3481 \nQ 2900 3844 2670 4047 \nQ 2441 4250 2034 4250 \nQ 1625 4250 1398 4047 \nQ 1172 3844 1172 3481 \nz\n\" id=\"DejaVuSans-38\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-38\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_5\">\n     <g id=\"line2d_5\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"461.284943\" xlink:href=\"#m4064aa3add\" y=\"143.1\"/>\n      </g>\n     </g>\n     <g id=\"text_5\">\n      <!-- 190 -->\n      <g transform=\"translate(451.741193 157.698438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 703 97 \nL 703 672 \nQ 941 559 1184 500 \nQ 1428 441 1663 441 \nQ 2288 441 2617 861 \nQ 2947 1281 2994 2138 \nQ 2813 1869 2534 1725 \nQ 2256 1581 1919 1581 \nQ 1219 1581 811 2004 \nQ 403 2428 403 3163 \nQ 403 3881 828 4315 \nQ 1253 4750 1959 4750 \nQ 2769 4750 3195 4129 \nQ 3622 3509 3622 2328 \nQ 3622 1225 3098 567 \nQ 2575 -91 1691 -91 \nQ 1453 -91 1209 -44 \nQ 966 3 703 97 \nz\nM 1959 2075 \nQ 2384 2075 2632 2365 \nQ 2881 2656 2881 3163 \nQ 2881 3666 2632 3958 \nQ 2384 4250 1959 4250 \nQ 1534 4250 1286 3958 \nQ 1038 3666 1038 3163 \nQ 1038 2656 1286 2365 \nQ 1534 2075 1959 2075 \nz\n\" id=\"DejaVuSans-39\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-39\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_6\">\n     <g id=\"line2d_6\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"562.739489\" xlink:href=\"#m4064aa3add\" y=\"143.1\"/>\n      </g>\n     </g>\n     <g id=\"text_6\">\n      <!-- 200 -->\n      <g transform=\"translate(553.195739 157.698438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 1228 531 \nL 3431 531 \nL 3431 0 \nL 469 0 \nL 469 531 \nQ 828 903 1448 1529 \nQ 2069 2156 2228 2338 \nQ 2531 2678 2651 2914 \nQ 2772 3150 2772 3378 \nQ 2772 3750 2511 3984 \nQ 2250 4219 1831 4219 \nQ 1534 4219 1204 4116 \nQ 875 4013 500 3803 \nL 500 4441 \nQ 881 4594 1212 4672 \nQ 1544 4750 1819 4750 \nQ 2544 4750 2975 4387 \nQ 3406 4025 3406 3419 \nQ 3406 3131 3298 2873 \nQ 3191 2616 2906 2266 \nQ 2828 2175 2409 1742 \nQ 1991 1309 1228 531 \nz\n\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_2\">\n    <g id=\"ytick_1\">\n     <g id=\"line2d_7\">\n      <defs>\n       <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"m13e6f10fa6\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m13e6f10fa6\" y=\"136.922727\"/>\n      </g>\n     </g>\n     <g id=\"text_7\">\n      <!-- 0.0 -->\n      <g transform=\"translate(7.2 140.721946)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 684 794 \nL 1344 794 \nL 1344 0 \nL 684 0 \nL 684 794 \nz\n\" id=\"DejaVuSans-2e\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_2\">\n     <g id=\"line2d_8\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m13e6f10fa6\" y=\"112.213636\"/>\n      </g>\n     </g>\n     <g id=\"text_8\">\n      <!-- 0.2 -->\n      <g transform=\"translate(7.2 116.012855)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-32\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_3\">\n     <g id=\"line2d_9\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m13e6f10fa6\" y=\"87.504545\"/>\n      </g>\n     </g>\n     <g id=\"text_9\">\n      <!-- 0.4 -->\n      <g transform=\"translate(7.2 91.303764)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 2419 4116 \nL 825 1625 \nL 2419 1625 \nL 2419 4116 \nz\nM 2253 4666 \nL 3047 4666 \nL 3047 1625 \nL 3713 1625 \nL 3713 1100 \nL 3047 1100 \nL 3047 0 \nL 2419 0 \nL 2419 1100 \nL 313 1100 \nL 313 1709 \nL 2253 4666 \nz\n\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-34\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_4\">\n     <g id=\"line2d_10\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m13e6f10fa6\" y=\"62.795455\"/>\n      </g>\n     </g>\n     <g id=\"text_10\">\n      <!-- 0.6 -->\n      <g transform=\"translate(7.2 66.594673)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-36\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_5\">\n     <g id=\"line2d_11\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m13e6f10fa6\" y=\"38.086364\"/>\n      </g>\n     </g>\n     <g id=\"text_11\">\n      <!-- 0.8 -->\n      <g transform=\"translate(7.2 41.885582)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-38\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_6\">\n     <g id=\"line2d_12\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m13e6f10fa6\" y=\"13.377273\"/>\n      </g>\n     </g>\n     <g id=\"text_12\">\n      <!-- 1.0 -->\n      <g transform=\"translate(7.2 17.176491)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n   </g>\n   <g id=\"line2d_13\">\n    <path clip-path=\"url(#pb8380499b9)\" d=\"M 55.466761 136.922727 \nL 309.103125 136.922727 \nL 359.830398 112.213636 \nL 410.55767 50.440909 \nL 461.284943 13.377273 \nL 562.739489 13.377273 \nL 562.739489 13.377273 \n\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:3;\"/>\n   </g>\n   <g id=\"line2d_14\">\n    <path clip-path=\"url(#pb8380499b9)\" d=\"M 55.466761 13.377273 \nL 106.194034 13.377273 \nL 156.921307 38.086364 \nL 258.375852 112.213636 \nL 309.103125 136.922727 \nL 562.739489 136.922727 \nL 562.739489 136.922727 \n\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:3;\"/>\n   </g>\n   <g id=\"patch_3\">\n    <path d=\"M 30.103125 143.1 \nL 588.103125 143.1 \n\" style=\"fill:none;stroke:#808080;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"legend_1\">\n    <g id=\"patch_4\">\n     <path d=\"M 526.11875 91.328125 \nL 581.103125 91.328125 \nQ 583.103125 91.328125 583.103125 89.328125 \nL 583.103125 60.971875 \nQ 583.103125 58.971875 581.103125 58.971875 \nL 526.11875 58.971875 \nQ 524.11875 58.971875 524.11875 60.971875 \nL 524.11875 89.328125 \nQ 524.11875 91.328125 526.11875 91.328125 \nz\n\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\n    </g>\n    <g id=\"line2d_15\">\n     <path d=\"M 528.11875 67.070312 \nL 548.11875 67.070312 \n\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:3;\"/>\n    </g>\n    <g id=\"line2d_16\"/>\n    <g id=\"text_13\">\n     <!-- High -->\n     <g transform=\"translate(556.11875 70.570312)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 628 4666 \nL 1259 4666 \nL 1259 2753 \nL 3553 2753 \nL 3553 4666 \nL 4184 4666 \nL 4184 0 \nL 3553 0 \nL 3553 2222 \nL 1259 2222 \nL 1259 0 \nL 628 0 \nL 628 4666 \nz\n\" id=\"DejaVuSans-48\" transform=\"scale(0.015625)\"/>\n       <path d=\"M 603 3500 \nL 1178 3500 \nL 1178 0 \nL 603 0 \nL 603 3500 \nz\nM 603 4863 \nL 1178 4863 \nL 1178 4134 \nL 603 4134 \nL 603 4863 \nz\n\" id=\"DejaVuSans-69\" transform=\"scale(0.015625)\"/>\n       <path d=\"M 2906 1791 \nQ 2906 2416 2648 2759 \nQ 2391 3103 1925 3103 \nQ 1463 3103 1205 2759 \nQ 947 2416 947 1791 \nQ 947 1169 1205 825 \nQ 1463 481 1925 481 \nQ 2391 481 2648 825 \nQ 2906 1169 2906 1791 \nz\nM 3481 434 \nQ 3481 -459 3084 -895 \nQ 2688 -1331 1869 -1331 \nQ 1566 -1331 1297 -1286 \nQ 1028 -1241 775 -1147 \nL 775 -588 \nQ 1028 -725 1275 -790 \nQ 1522 -856 1778 -856 \nQ 2344 -856 2625 -561 \nQ 2906 -266 2906 331 \nL 2906 616 \nQ 2728 306 2450 153 \nQ 2172 0 1784 0 \nQ 1141 0 747 490 \nQ 353 981 353 1791 \nQ 353 2603 747 3093 \nQ 1141 3584 1784 3584 \nQ 2172 3584 2450 3431 \nQ 2728 3278 2906 2969 \nL 2906 3500 \nL 3481 3500 \nL 3481 434 \nz\n\" id=\"DejaVuSans-67\" transform=\"scale(0.015625)\"/>\n       <path d=\"M 3513 2113 \nL 3513 0 \nL 2938 0 \nL 2938 2094 \nQ 2938 2591 2744 2837 \nQ 2550 3084 2163 3084 \nQ 1697 3084 1428 2787 \nQ 1159 2491 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 4863 \nL 1159 4863 \nL 1159 2956 \nQ 1366 3272 1645 3428 \nQ 1925 3584 2291 3584 \nQ 2894 3584 3203 3211 \nQ 3513 2838 3513 2113 \nz\n\" id=\"DejaVuSans-68\" transform=\"scale(0.015625)\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-48\"/>\n      <use x=\"75.195312\" xlink:href=\"#DejaVuSans-69\"/>\n      <use x=\"102.978516\" xlink:href=\"#DejaVuSans-67\"/>\n      <use x=\"166.455078\" xlink:href=\"#DejaVuSans-68\"/>\n     </g>\n    </g>\n    <g id=\"line2d_17\">\n     <path d=\"M 528.11875 81.748437 \nL 548.11875 81.748437 \n\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:3;\"/>\n    </g>\n    <g id=\"line2d_18\"/>\n    <g id=\"text_14\">\n     <!-- Low -->\n     <g transform=\"translate(556.11875 85.248437)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 628 4666 \nL 1259 4666 \nL 1259 531 \nL 3531 531 \nL 3531 0 \nL 628 0 \nL 628 4666 \nz\n\" id=\"DejaVuSans-4c\" transform=\"scale(0.015625)\"/>\n       <path d=\"M 1959 3097 \nQ 1497 3097 1228 2736 \nQ 959 2375 959 1747 \nQ 959 1119 1226 758 \nQ 1494 397 1959 397 \nQ 2419 397 2687 759 \nQ 2956 1122 2956 1747 \nQ 2956 2369 2687 2733 \nQ 2419 3097 1959 3097 \nz\nM 1959 3584 \nQ 2709 3584 3137 3096 \nQ 3566 2609 3566 1747 \nQ 3566 888 3137 398 \nQ 2709 -91 1959 -91 \nQ 1206 -91 779 398 \nQ 353 888 353 1747 \nQ 353 2609 779 3096 \nQ 1206 3584 1959 3584 \nz\n\" id=\"DejaVuSans-6f\" transform=\"scale(0.015625)\"/>\n       <path d=\"M 269 3500 \nL 844 3500 \nL 1563 769 \nL 2278 3500 \nL 2956 3500 \nL 3675 769 \nL 4391 3500 \nL 4966 3500 \nL 4050 0 \nL 3372 0 \nL 2619 2869 \nL 1863 0 \nL 1184 0 \nL 269 3500 \nz\n\" id=\"DejaVuSans-77\" transform=\"scale(0.015625)\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-4c\"/>\n      <use x=\"53.962891\" xlink:href=\"#DejaVuSans-6f\"/>\n      <use x=\"115.144531\" xlink:href=\"#DejaVuSans-77\"/>\n     </g>\n    </g>\n   </g>\n  </g>\n </g>\n <defs>\n  <clipPath id=\"pb8380499b9\">\n   <rect height=\"135.9\" width=\"558\" x=\"30.103125\" y=\"7.2\"/>\n  </clipPath>\n </defs>\n</svg>\n",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "from fuzzy_expert.variable import FuzzyVariable\n",
    "\n",
    "variables = {\n",
    "    \"score\": FuzzyVariable(\n",
    "        universe_range=(150, 200),\n",
    "        terms={\n",
    "            \"High\": [(175, 0), (180, 0.2), (185, 0.7), (190, 1)],\n",
    "            \"Low\": [(155, 1), (160, 0.8), (165, 0.5), (170, 0.2), (175, 0)],\n",
    "        },\n",
    "    ),\n",
    "    \"ratio\": FuzzyVariable(\n",
    "        universe_range=(0.1, 1),\n",
    "        terms={\n",
    "            \"Goodr\": [(0.3, 1), (0.4, 0.7), (0.41, 0.3), (0.42, 0)],\n",
    "            \"Badr\": [(0.44, 0), (0.45, 0.3), (0.5, 0.7), (0.7, 1)],\n",
    "        },\n",
    "    ),\n",
    "    #\n",
    "    \"credit\": FuzzyVariable(\n",
    "        universe_range=(0, 10),\n",
    "        terms={\n",
    "            \"Goodc\": [(2, 1), (3, 0.7), (4, 0.3), (5, 0)],\n",
    "            \"Badc\": [(5, 0), (6, 0.3), (7, 0.7), (8, 1)],\n",
    "        },\n",
    "    ),\n",
    "    #\n",
    "    \"decision\": FuzzyVariable(\n",
    "        universe_range=(0, 10),\n",
    "        terms={\n",
    "            \"Approve\": [(5, 0), (6, 0.3), (7, 0.7), (8, 1)],\n",
    "            \"Reject\": [(2, 1), (3, 0.7), (4, 0.3), (5, 0)],\n",
    "        },\n",
    "    ),\n",
    "}\n",
    "\n",
    "plt.figure(figsize=(10, 2.5))\n",
    "variables[\"score\"].plot()"
   ]
  },
  {
   "source": [
    "## Rule specification\n",
    "\n"
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "source": [
    "The fuzzy inference system has two rules. They are directly stored in a list."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "90ec945e-a099-42f2-97c7-9bf083bd6782",
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "IF  score IS High\n    AND ratio IS Goodr\n    AND credit IS Goodc\nTHEN\n    decision IS Approve\nCF = 1.00\nThreshold-CF = 0.00\n\n\nIF  score IS Low\n    AND ratio IS Badr\n    OR credit IS Badc\nTHEN\n    decision IS Reject\nCF = 1.00\nThreshold-CF = 0.00\n\n"
     ]
    }
   ],
   "source": [
    "from fuzzy_expert.rule import FuzzyRule\n",
    "\n",
    "rules = [\n",
    "    FuzzyRule(\n",
    "        premise=[\n",
    "            (\"score\", \"High\"),\n",
    "            (\"AND\", \"ratio\", \"Goodr\"),\n",
    "            (\"AND\", \"credit\", \"Goodc\"),\n",
    "        ],\n",
    "        consequence=[(\"decision\", \"Approve\")],\n",
    "    ),\n",
    "    FuzzyRule(\n",
    "        premise=[\n",
    "            (\"score\", \"Low\"),\n",
    "            (\"AND\", \"ratio\", \"Badr\"),\n",
    "            (\"OR\", \"credit\", \"Badc\"),\n",
    "        ],\n",
    "        consequence=[(\"decision\", \"Reject\")],\n",
    "    )\n",
    "]\n",
    "\n",
    "print(rules[0])\n",
    "print()\n",
    "print(rules[1])"
   ]
  },
  {
   "source": [
    "## Inference system specification and computations\n",
    "\n",
    "Finally, the fuzzy inference system is specified. The model is used to evaluate the following crisp values for the input variables: `score=190`, `ratio=0.39`, and `credit=1.5`.  The model returns a dictionary with the values of the variables in the consequence of the rules and the certainty factor of the conclusion."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "04a10e39-ec50-42ad-99f8-2417b482f068",
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "({'decision': 8.010492631084489}, 1.0)"
      ]
     },
     "metadata": {},
     "execution_count": 5
    }
   ],
   "source": [
    "from fuzzy_expert.inference import DecompositionalInference\n",
    "\n",
    "model = DecompositionalInference(\n",
    "    and_operator=\"min\",\n",
    "    or_operator=\"max\",\n",
    "    implication_operator=\"Rc\",\n",
    "    composition_operator=\"max-min\",\n",
    "    production_link=\"max\",\n",
    "    defuzzification_operator=\"cog\",\n",
    ")\n",
    "\n",
    "model(\n",
    "    variables=variables,\n",
    "    rules=rules,\n",
    "    score=190,\n",
    "    ratio=0.39,\n",
    "    credit=1.5,\n",
    ")"
   ]
  },
  {
   "source": [
    "## Visualization of the results\n",
    "\n",
    "The function plot can be used to obtain a graphical represntation of the results of the inference systems. It uses the same parameters used to the evaluation of the system.\n"
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 720x432 with 9 Axes>",
      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<svg height=\"386.034375pt\" version=\"1.1\" viewBox=\"0 0 618.20625 386.034375\" width=\"618.20625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-06-24T19:55:35.875459</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.4.2, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n </defs>\n <g id=\"figure_1\">\n  <g id=\"patch_1\">\n   <path d=\"M -0 386.034375 \nL 618.20625 386.034375 \nL 618.20625 0 \nL -0 0 \nz\n\" style=\"fill:none;\"/>\n  </g>\n  <g id=\"axes_1\">\n   <g id=\"patch_2\">\n    <path d=\"M 30.103125 118.247537 \nL 151.407473 118.247537 \nL 151.407473 22.318125 \nL 30.103125 22.318125 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PolyCollection_1\">\n    <defs>\n     <path d=\"M 35.616959 -272.147266 \nL 35.616959 -272.147266 \nL 35.837512 -272.147266 \nL 36.058066 -272.147266 \nL 36.278619 -272.147266 \nL 36.499172 -272.147266 \nL 36.719726 -272.147266 \nL 36.940279 -272.147266 \nL 37.160833 -272.147266 \nL 37.381386 -272.147266 \nL 37.601939 -272.147266 \nL 37.822493 -272.147266 \nL 38.043046 -272.147266 \nL 38.263599 -272.147266 \nL 38.484153 -272.147266 \nL 38.704706 -272.147266 \nL 38.925259 -272.147266 \nL 39.145813 -272.147266 \nL 39.366366 -272.147266 \nL 39.586919 -272.147266 \nL 39.807473 -272.147266 \nL 40.028026 -272.147266 \nL 40.24858 -272.147266 \nL 40.469133 -272.147266 \nL 40.689686 -272.147266 \nL 40.91024 -272.147266 \nL 41.130793 -272.147266 \nL 41.351346 -272.147266 \nL 41.5719 -272.147266 \nL 41.792453 -272.147266 \nL 42.013006 -272.147266 \nL 42.23356 -272.147266 \nL 42.454113 -272.147266 \nL 42.674667 -272.147266 \nL 42.89522 -272.147266 \nL 43.115773 -272.147266 \nL 43.336327 -272.147266 \nL 43.55688 -272.147266 \nL 43.777433 -272.147266 \nL 43.997987 -272.147266 \nL 44.21854 -272.147266 \nL 44.439093 -272.147266 \nL 44.659647 -272.147266 \nL 44.8802 -272.147266 \nL 45.100753 -272.147266 \nL 45.321307 -272.147266 \nL 45.54186 -272.147266 \nL 45.762414 -272.147266 \nL 45.982967 -272.147266 \nL 46.20352 -272.147266 \nL 46.424074 -272.147266 \nL 46.644627 -272.147266 \nL 46.86518 -272.147266 \nL 47.085734 -272.147266 \nL 47.306287 -272.147266 \nL 47.52684 -272.147266 \nL 47.747394 -272.147266 \nL 47.967947 -272.147266 \nL 48.1885 -272.147266 \nL 48.409054 -272.147266 \nL 48.629607 -272.147266 \nL 48.850161 -272.147266 \nL 49.070714 -272.147266 \nL 49.291267 -272.147266 \nL 49.511821 -272.147266 \nL 49.732374 -272.147266 \nL 49.952927 -272.147266 \nL 50.173481 -272.147266 \nL 50.394034 -272.147266 \nL 50.614587 -272.147266 \nL 50.835141 -272.147266 \nL 51.055694 -272.147266 \nL 51.276248 -272.147266 \nL 51.496801 -272.147266 \nL 51.717354 -272.147266 \nL 51.937908 -272.147266 \nL 52.158461 -272.147266 \nL 52.379014 -272.147266 \nL 52.599568 -272.147266 \nL 52.820121 -272.147266 \nL 53.040674 -272.147266 \nL 53.261228 -272.147266 \nL 53.481781 -272.147266 \nL 53.702334 -272.147266 \nL 53.922888 -272.147266 \nL 54.143441 -272.147266 \nL 54.363995 -272.147266 \nL 54.584548 -272.147266 \nL 54.805101 -272.147266 \nL 55.025655 -272.147266 \nL 55.246208 -272.147266 \nL 55.466761 -272.147266 \nL 55.687315 -272.147266 \nL 55.907868 -272.147266 \nL 56.128421 -272.147266 \nL 56.348975 -272.147266 \nL 56.569528 -272.147266 \nL 56.790082 -272.147266 \nL 57.010635 -272.147266 \nL 57.231188 -272.147266 \nL 57.451742 -272.147266 \nL 57.672295 -272.147266 \nL 57.892848 -272.147266 \nL 58.113402 -272.147266 \nL 58.333955 -272.147266 \nL 58.554508 -272.147266 \nL 58.775062 -272.147266 \nL 58.995615 -272.147266 \nL 59.216168 -272.147266 \nL 59.436722 -272.147266 \nL 59.657275 -272.147266 \nL 59.877829 -272.147266 \nL 60.098382 -272.147266 \nL 60.318935 -272.147266 \nL 60.539489 -272.147266 \nL 60.760042 -272.147266 \nL 60.980595 -272.147266 \nL 61.201149 -272.147266 \nL 61.421702 -272.147266 \nL 61.642255 -272.147266 \nL 61.862809 -272.147266 \nL 62.083362 -272.147266 \nL 62.303916 -272.147266 \nL 62.524469 -272.147266 \nL 62.745022 -272.147266 \nL 62.965576 -272.147266 \nL 63.186129 -272.147266 \nL 63.406682 -272.147266 \nL 63.627236 -272.147266 \nL 63.847789 -272.147266 \nL 64.068342 -272.147266 \nL 64.288896 -272.147266 \nL 64.509449 -272.147266 \nL 64.730002 -272.147266 \nL 64.950556 -272.147266 \nL 65.171109 -272.147266 \nL 65.391663 -272.147266 \nL 65.612216 -272.147266 \nL 65.832769 -272.147266 \nL 66.053323 -272.147266 \nL 66.273876 -272.147266 \nL 66.494429 -272.147266 \nL 66.714983 -272.147266 \nL 66.935536 -272.147266 \nL 67.156089 -272.147266 \nL 67.376643 -272.147266 \nL 67.597196 -272.147266 \nL 67.81775 -272.147266 \nL 68.038303 -272.147266 \nL 68.258856 -272.147266 \nL 68.47941 -272.147266 \nL 68.699963 -272.147266 \nL 68.920516 -272.147266 \nL 69.14107 -272.147266 \nL 69.361623 -272.147266 \nL 69.582176 -272.147266 \nL 69.80273 -272.147266 \nL 70.023283 -272.147266 \nL 70.243836 -272.147266 \nL 70.46439 -272.147266 \nL 70.684943 -272.147266 \nL 70.905497 -272.147266 \nL 71.12605 -272.147266 \nL 71.346603 -272.147266 \nL 71.567157 -272.147266 \nL 71.78771 -272.147266 \nL 72.008263 -272.147266 \nL 72.228817 -272.147266 \nL 72.44937 -272.147266 \nL 72.669923 -272.147266 \nL 72.890477 -272.147266 \nL 73.11103 -272.147266 \nL 73.331583 -272.147266 \nL 73.552137 -272.147266 \nL 73.77269 -272.147266 \nL 73.993244 -272.147266 \nL 74.213797 -272.147266 \nL 74.43435 -272.147266 \nL 74.654904 -272.147266 \nL 74.875457 -272.147266 \nL 75.09601 -272.147266 \nL 75.316564 -272.147266 \nL 75.537117 -272.147266 \nL 75.75767 -272.147266 \nL 75.978224 -272.147266 \nL 76.198777 -272.147266 \nL 76.419331 -272.147266 \nL 76.639884 -272.147266 \nL 76.860437 -272.147266 \nL 77.080991 -272.147266 \nL 77.301544 -272.147266 \nL 77.522097 -272.147266 \nL 77.742651 -272.147266 \nL 77.963204 -272.147266 \nL 78.183757 -272.147266 \nL 78.404311 -272.147266 \nL 78.624864 -272.147266 \nL 78.845417 -272.147266 \nL 79.065971 -272.147266 \nL 79.286524 -272.147266 \nL 79.507078 -272.147266 \nL 79.727631 -272.147266 \nL 79.948184 -272.147266 \nL 80.168738 -272.147266 \nL 80.389291 -272.147266 \nL 80.609844 -272.147266 \nL 80.830398 -272.147266 \nL 81.050951 -272.147266 \nL 81.271504 -272.147266 \nL 81.492058 -272.147266 \nL 81.712611 -272.147266 \nL 81.933165 -272.147266 \nL 82.153718 -272.147266 \nL 82.374271 -272.147266 \nL 82.594825 -272.147266 \nL 82.815378 -272.147266 \nL 83.035931 -272.147266 \nL 83.256485 -272.147266 \nL 83.477038 -272.147266 \nL 83.697591 -272.147266 \nL 83.918145 -272.147266 \nL 84.138698 -272.147266 \nL 84.359251 -272.147266 \nL 84.579805 -272.147266 \nL 84.800358 -272.147266 \nL 85.020912 -272.147266 \nL 85.241465 -272.147266 \nL 85.462018 -272.147266 \nL 85.682572 -272.147266 \nL 85.903125 -272.147266 \nL 86.123678 -272.147266 \nL 86.344232 -272.147266 \nL 86.564785 -272.147266 \nL 86.785338 -272.147266 \nL 87.005892 -272.147266 \nL 87.226445 -272.147266 \nL 87.446999 -272.147266 \nL 87.667552 -272.147266 \nL 87.888105 -272.147266 \nL 88.108659 -272.147266 \nL 88.329212 -272.147266 \nL 88.549765 -272.147266 \nL 88.770319 -272.147266 \nL 88.990872 -272.147266 \nL 89.211425 -272.147266 \nL 89.431979 -272.147266 \nL 89.652532 -272.147266 \nL 89.873085 -272.147266 \nL 90.093639 -272.147266 \nL 90.314192 -272.147266 \nL 90.534746 -272.147266 \nL 90.755299 -272.147266 \nL 90.975852 -272.4961 \nL 91.196406 -272.844934 \nL 91.416959 -273.193769 \nL 91.637512 -273.542603 \nL 91.858066 -273.891437 \nL 92.078619 -274.240271 \nL 92.299172 -274.589106 \nL 92.519726 -274.93794 \nL 92.740279 -275.286774 \nL 92.960833 -275.635608 \nL 93.181386 -275.984443 \nL 93.401939 -276.333277 \nL 93.622493 -276.682111 \nL 93.843046 -277.030945 \nL 94.063599 -277.379779 \nL 94.284153 -277.728614 \nL 94.504706 -278.077448 \nL 94.725259 -278.426282 \nL 94.945813 -278.775116 \nL 95.166366 -279.123951 \nL 95.386919 -279.472785 \nL 95.607473 -279.821619 \nL 95.828026 -280.170453 \nL 96.04858 -280.519287 \nL 96.269133 -280.868122 \nL 96.489686 -281.216956 \nL 96.71024 -281.56579 \nL 96.930793 -281.914624 \nL 97.151346 -282.263459 \nL 97.3719 -282.612293 \nL 97.592453 -282.961127 \nL 97.813006 -283.309961 \nL 98.03356 -283.658795 \nL 98.254113 -284.00763 \nL 98.474667 -284.356464 \nL 98.69522 -284.705298 \nL 98.915773 -285.054132 \nL 99.136327 -285.402967 \nL 99.35688 -285.751801 \nL 99.577433 -286.100635 \nL 99.797987 -286.449469 \nL 100.01854 -286.798303 \nL 100.239093 -287.147138 \nL 100.459647 -287.495972 \nL 100.6802 -287.844806 \nL 100.900753 -288.19364 \nL 101.121307 -288.542475 \nL 101.34186 -288.891309 \nL 101.562414 -289.240143 \nL 101.782967 -289.588977 \nL 102.00352 -290.461063 \nL 102.224074 -291.333148 \nL 102.444627 -292.205234 \nL 102.66518 -293.07732 \nL 102.885734 -293.949405 \nL 103.106287 -294.821491 \nL 103.32684 -295.693576 \nL 103.547394 -296.565662 \nL 103.767947 -297.437747 \nL 103.9885 -298.309833 \nL 104.209054 -299.181918 \nL 104.429607 -300.054004 \nL 104.650161 -300.92609 \nL 104.870714 -301.798175 \nL 105.091267 -302.670261 \nL 105.311821 -303.542346 \nL 105.532374 -304.414432 \nL 105.752927 -305.286517 \nL 105.973481 -306.158603 \nL 106.194034 -307.030689 \nL 106.414587 -307.902774 \nL 106.635141 -308.77486 \nL 106.855694 -309.646945 \nL 107.076248 -310.519031 \nL 107.296801 -311.391116 \nL 107.517354 -312.263202 \nL 107.737908 -313.135287 \nL 107.958461 -314.007373 \nL 108.179014 -314.879459 \nL 108.399568 -315.751544 \nL 108.620121 -316.62363 \nL 108.840674 -317.495715 \nL 109.061228 -318.367801 \nL 109.281781 -319.239886 \nL 109.502334 -320.111972 \nL 109.722888 -320.984057 \nL 109.943441 -321.856143 \nL 110.163995 -322.728229 \nL 110.384548 -323.600314 \nL 110.605101 -324.4724 \nL 110.825655 -325.344485 \nL 111.046208 -326.216571 \nL 111.266761 -327.088656 \nL 111.487315 -327.960742 \nL 111.707868 -328.832828 \nL 111.928421 -329.704913 \nL 112.148975 -330.576999 \nL 112.369528 -331.449084 \nL 112.590082 -332.32117 \nL 112.810635 -333.193255 \nL 113.031188 -333.716507 \nL 113.251742 -334.239758 \nL 113.472295 -334.763009 \nL 113.692848 -335.286261 \nL 113.913402 -335.809512 \nL 114.133955 -336.332763 \nL 114.354508 -336.856015 \nL 114.575062 -337.379266 \nL 114.795615 -337.902517 \nL 115.016168 -338.425769 \nL 115.236722 -338.94902 \nL 115.457275 -339.472271 \nL 115.677829 -339.995523 \nL 115.898382 -340.518774 \nL 116.118935 -341.042025 \nL 116.339489 -341.565277 \nL 116.560042 -342.088528 \nL 116.780595 -342.611779 \nL 117.001149 -343.135031 \nL 117.221702 -343.658282 \nL 117.442255 -344.181533 \nL 117.662809 -344.704785 \nL 117.883362 -345.228036 \nL 118.103916 -345.751287 \nL 118.324469 -346.274539 \nL 118.545022 -346.79779 \nL 118.765576 -347.321041 \nL 118.986129 -347.844293 \nL 119.206682 -348.367544 \nL 119.427236 -348.890795 \nL 119.647789 -349.414047 \nL 119.868342 -349.937298 \nL 120.088896 -350.460549 \nL 120.309449 -350.983801 \nL 120.530002 -351.507052 \nL 120.750556 -352.030303 \nL 120.971109 -352.553555 \nL 121.191663 -353.076806 \nL 121.412216 -353.600057 \nL 121.632769 -354.123309 \nL 121.853323 -354.64656 \nL 122.073876 -355.169811 \nL 122.294429 -355.693063 \nL 122.514983 -356.216314 \nL 122.735536 -356.739566 \nL 122.956089 -357.262817 \nL 123.176643 -357.786068 \nL 123.397196 -358.30932 \nL 123.61775 -358.832571 \nL 123.838303 -359.355822 \nL 124.058856 -359.355822 \nL 124.27941 -359.355822 \nL 124.499963 -359.355822 \nL 124.720516 -359.355822 \nL 124.94107 -359.355822 \nL 125.161623 -359.355822 \nL 125.382176 -359.355822 \nL 125.60273 -359.355822 \nL 125.823283 -359.355822 \nL 126.043836 -359.355822 \nL 126.26439 -359.355822 \nL 126.484943 -359.355822 \nL 126.705497 -359.355822 \nL 126.92605 -359.355822 \nL 127.146603 -359.355822 \nL 127.367157 -359.355822 \nL 127.58771 -359.355822 \nL 127.808263 -359.355822 \nL 128.028817 -359.355822 \nL 128.24937 -359.355822 \nL 128.469923 -359.355822 \nL 128.690477 -359.355822 \nL 128.91103 -359.355822 \nL 129.131583 -359.355822 \nL 129.352137 -359.355822 \nL 129.57269 -359.355822 \nL 129.793244 -359.355822 \nL 130.013797 -359.355822 \nL 130.23435 -359.355822 \nL 130.454904 -359.355822 \nL 130.675457 -359.355822 \nL 130.89601 -359.355822 \nL 131.116564 -359.355822 \nL 131.337117 -359.355822 \nL 131.55767 -359.355822 \nL 131.778224 -359.355822 \nL 131.998777 -359.355822 \nL 132.219331 -359.355822 \nL 132.439884 -359.355822 \nL 132.660437 -359.355822 \nL 132.880991 -359.355822 \nL 133.101544 -359.355822 \nL 133.322097 -359.355822 \nL 133.542651 -359.355822 \nL 133.763204 -359.355822 \nL 133.983757 -359.355822 \nL 134.204311 -359.355822 \nL 134.424864 -359.355822 \nL 134.645417 -359.355822 \nL 134.865971 -359.355822 \nL 135.086524 -359.355822 \nL 135.307078 -359.355822 \nL 135.527631 -359.355822 \nL 135.748184 -359.355822 \nL 135.968738 -359.355822 \nL 136.189291 -359.355822 \nL 136.409844 -359.355822 \nL 136.630398 -359.355822 \nL 136.850951 -359.355822 \nL 137.071504 -359.355822 \nL 137.292058 -359.355822 \nL 137.512611 -359.355822 \nL 137.733165 -359.355822 \nL 137.953718 -359.355822 \nL 138.174271 -359.355822 \nL 138.394825 -359.355822 \nL 138.615378 -359.355822 \nL 138.835931 -359.355822 \nL 139.056485 -359.355822 \nL 139.277038 -359.355822 \nL 139.497591 -359.355822 \nL 139.718145 -359.355822 \nL 139.938698 -359.355822 \nL 140.159251 -359.355822 \nL 140.379805 -359.355822 \nL 140.600358 -359.355822 \nL 140.820912 -359.355822 \nL 141.041465 -359.355822 \nL 141.262018 -359.355822 \nL 141.482572 -359.355822 \nL 141.703125 -359.355822 \nL 141.923678 -359.355822 \nL 142.144232 -359.355822 \nL 142.364785 -359.355822 \nL 142.585338 -359.355822 \nL 142.805892 -359.355822 \nL 143.026445 -359.355822 \nL 143.246999 -359.355822 \nL 143.467552 -359.355822 \nL 143.688105 -359.355822 \nL 143.908659 -359.355822 \nL 144.129212 -359.355822 \nL 144.349765 -359.355822 \nL 144.570319 -359.355822 \nL 144.790872 -359.355822 \nL 145.011425 -359.355822 \nL 145.231979 -359.355822 \nL 145.452532 -359.355822 \nL 145.673085 -359.355822 \nL 145.893639 -359.355822 \nL 145.893639 -272.147266 \nL 145.893639 -272.147266 \nL 145.673085 -272.147266 \nL 145.452532 -272.147266 \nL 145.231979 -272.147266 \nL 145.011425 -272.147266 \nL 144.790872 -272.147266 \nL 144.570319 -272.147266 \nL 144.349765 -272.147266 \nL 144.129212 -272.147266 \nL 143.908659 -272.147266 \nL 143.688105 -272.147266 \nL 143.467552 -272.147266 \nL 143.246999 -272.147266 \nL 143.026445 -272.147266 \nL 142.805892 -272.147266 \nL 142.585338 -272.147266 \nL 142.364785 -272.147266 \nL 142.144232 -272.147266 \nL 141.923678 -272.147266 \nL 141.703125 -272.147266 \nL 141.482572 -272.147266 \nL 141.262018 -272.147266 \nL 141.041465 -272.147266 \nL 140.820912 -272.147266 \nL 140.600358 -272.147266 \nL 140.379805 -272.147266 \nL 140.159251 -272.147266 \nL 139.938698 -272.147266 \nL 139.718145 -272.147266 \nL 139.497591 -272.147266 \nL 139.277038 -272.147266 \nL 139.056485 -272.147266 \nL 138.835931 -272.147266 \nL 138.615378 -272.147266 \nL 138.394825 -272.147266 \nL 138.174271 -272.147266 \nL 137.953718 -272.147266 \nL 137.733165 -272.147266 \nL 137.512611 -272.147266 \nL 137.292058 -272.147266 \nL 137.071504 -272.147266 \nL 136.850951 -272.147266 \nL 136.630398 -272.147266 \nL 136.409844 -272.147266 \nL 136.189291 -272.147266 \nL 135.968738 -272.147266 \nL 135.748184 -272.147266 \nL 135.527631 -272.147266 \nL 135.307078 -272.147266 \nL 135.086524 -272.147266 \nL 134.865971 -272.147266 \nL 134.645417 -272.147266 \nL 134.424864 -272.147266 \nL 134.204311 -272.147266 \nL 133.983757 -272.147266 \nL 133.763204 -272.147266 \nL 133.542651 -272.147266 \nL 133.322097 -272.147266 \nL 133.101544 -272.147266 \nL 132.880991 -272.147266 \nL 132.660437 -272.147266 \nL 132.439884 -272.147266 \nL 132.219331 -272.147266 \nL 131.998777 -272.147266 \nL 131.778224 -272.147266 \nL 131.55767 -272.147266 \nL 131.337117 -272.147266 \nL 131.116564 -272.147266 \nL 130.89601 -272.147266 \nL 130.675457 -272.147266 \nL 130.454904 -272.147266 \nL 130.23435 -272.147266 \nL 130.013797 -272.147266 \nL 129.793244 -272.147266 \nL 129.57269 -272.147266 \nL 129.352137 -272.147266 \nL 129.131583 -272.147266 \nL 128.91103 -272.147266 \nL 128.690477 -272.147266 \nL 128.469923 -272.147266 \nL 128.24937 -272.147266 \nL 128.028817 -272.147266 \nL 127.808263 -272.147266 \nL 127.58771 -272.147266 \nL 127.367157 -272.147266 \nL 127.146603 -272.147266 \nL 126.92605 -272.147266 \nL 126.705497 -272.147266 \nL 126.484943 -272.147266 \nL 126.26439 -272.147266 \nL 126.043836 -272.147266 \nL 125.823283 -272.147266 \nL 125.60273 -272.147266 \nL 125.382176 -272.147266 \nL 125.161623 -272.147266 \nL 124.94107 -272.147266 \nL 124.720516 -272.147266 \nL 124.499963 -272.147266 \nL 124.27941 -272.147266 \nL 124.058856 -272.147266 \nL 123.838303 -272.147266 \nL 123.61775 -272.147266 \nL 123.397196 -272.147266 \nL 123.176643 -272.147266 \nL 122.956089 -272.147266 \nL 122.735536 -272.147266 \nL 122.514983 -272.147266 \nL 122.294429 -272.147266 \nL 122.073876 -272.147266 \nL 121.853323 -272.147266 \nL 121.632769 -272.147266 \nL 121.412216 -272.147266 \nL 121.191663 -272.147266 \nL 120.971109 -272.147266 \nL 120.750556 -272.147266 \nL 120.530002 -272.147266 \nL 120.309449 -272.147266 \nL 120.088896 -272.147266 \nL 119.868342 -272.147266 \nL 119.647789 -272.147266 \nL 119.427236 -272.147266 \nL 119.206682 -272.147266 \nL 118.986129 -272.147266 \nL 118.765576 -272.147266 \nL 118.545022 -272.147266 \nL 118.324469 -272.147266 \nL 118.103916 -272.147266 \nL 117.883362 -272.147266 \nL 117.662809 -272.147266 \nL 117.442255 -272.147266 \nL 117.221702 -272.147266 \nL 117.001149 -272.147266 \nL 116.780595 -272.147266 \nL 116.560042 -272.147266 \nL 116.339489 -272.147266 \nL 116.118935 -272.147266 \nL 115.898382 -272.147266 \nL 115.677829 -272.147266 \nL 115.457275 -272.147266 \nL 115.236722 -272.147266 \nL 115.016168 -272.147266 \nL 114.795615 -272.147266 \nL 114.575062 -272.147266 \nL 114.354508 -272.147266 \nL 114.133955 -272.147266 \nL 113.913402 -272.147266 \nL 113.692848 -272.147266 \nL 113.472295 -272.147266 \nL 113.251742 -272.147266 \nL 113.031188 -272.147266 \nL 112.810635 -272.147266 \nL 112.590082 -272.147266 \nL 112.369528 -272.147266 \nL 112.148975 -272.147266 \nL 111.928421 -272.147266 \nL 111.707868 -272.147266 \nL 111.487315 -272.147266 \nL 111.266761 -272.147266 \nL 111.046208 -272.147266 \nL 110.825655 -272.147266 \nL 110.605101 -272.147266 \nL 110.384548 -272.147266 \nL 110.163995 -272.147266 \nL 109.943441 -272.147266 \nL 109.722888 -272.147266 \nL 109.502334 -272.147266 \nL 109.281781 -272.147266 \nL 109.061228 -272.147266 \nL 108.840674 -272.147266 \nL 108.620121 -272.147266 \nL 108.399568 -272.147266 \nL 108.179014 -272.147266 \nL 107.958461 -272.147266 \nL 107.737908 -272.147266 \nL 107.517354 -272.147266 \nL 107.296801 -272.147266 \nL 107.076248 -272.147266 \nL 106.855694 -272.147266 \nL 106.635141 -272.147266 \nL 106.414587 -272.147266 \nL 106.194034 -272.147266 \nL 105.973481 -272.147266 \nL 105.752927 -272.147266 \nL 105.532374 -272.147266 \nL 105.311821 -272.147266 \nL 105.091267 -272.147266 \nL 104.870714 -272.147266 \nL 104.650161 -272.147266 \nL 104.429607 -272.147266 \nL 104.209054 -272.147266 \nL 103.9885 -272.147266 \nL 103.767947 -272.147266 \nL 103.547394 -272.147266 \nL 103.32684 -272.147266 \nL 103.106287 -272.147266 \nL 102.885734 -272.147266 \nL 102.66518 -272.147266 \nL 102.444627 -272.147266 \nL 102.224074 -272.147266 \nL 102.00352 -272.147266 \nL 101.782967 -272.147266 \nL 101.562414 -272.147266 \nL 101.34186 -272.147266 \nL 101.121307 -272.147266 \nL 100.900753 -272.147266 \nL 100.6802 -272.147266 \nL 100.459647 -272.147266 \nL 100.239093 -272.147266 \nL 100.01854 -272.147266 \nL 99.797987 -272.147266 \nL 99.577433 -272.147266 \nL 99.35688 -272.147266 \nL 99.136327 -272.147266 \nL 98.915773 -272.147266 \nL 98.69522 -272.147266 \nL 98.474667 -272.147266 \nL 98.254113 -272.147266 \nL 98.03356 -272.147266 \nL 97.813006 -272.147266 \nL 97.592453 -272.147266 \nL 97.3719 -272.147266 \nL 97.151346 -272.147266 \nL 96.930793 -272.147266 \nL 96.71024 -272.147266 \nL 96.489686 -272.147266 \nL 96.269133 -272.147266 \nL 96.04858 -272.147266 \nL 95.828026 -272.147266 \nL 95.607473 -272.147266 \nL 95.386919 -272.147266 \nL 95.166366 -272.147266 \nL 94.945813 -272.147266 \nL 94.725259 -272.147266 \nL 94.504706 -272.147266 \nL 94.284153 -272.147266 \nL 94.063599 -272.147266 \nL 93.843046 -272.147266 \nL 93.622493 -272.147266 \nL 93.401939 -272.147266 \nL 93.181386 -272.147266 \nL 92.960833 -272.147266 \nL 92.740279 -272.147266 \nL 92.519726 -272.147266 \nL 92.299172 -272.147266 \nL 92.078619 -272.147266 \nL 91.858066 -272.147266 \nL 91.637512 -272.147266 \nL 91.416959 -272.147266 \nL 91.196406 -272.147266 \nL 90.975852 -272.147266 \nL 90.755299 -272.147266 \nL 90.534746 -272.147266 \nL 90.314192 -272.147266 \nL 90.093639 -272.147266 \nL 89.873085 -272.147266 \nL 89.652532 -272.147266 \nL 89.431979 -272.147266 \nL 89.211425 -272.147266 \nL 88.990872 -272.147266 \nL 88.770319 -272.147266 \nL 88.549765 -272.147266 \nL 88.329212 -272.147266 \nL 88.108659 -272.147266 \nL 87.888105 -272.147266 \nL 87.667552 -272.147266 \nL 87.446999 -272.147266 \nL 87.226445 -272.147266 \nL 87.005892 -272.147266 \nL 86.785338 -272.147266 \nL 86.564785 -272.147266 \nL 86.344232 -272.147266 \nL 86.123678 -272.147266 \nL 85.903125 -272.147266 \nL 85.682572 -272.147266 \nL 85.462018 -272.147266 \nL 85.241465 -272.147266 \nL 85.020912 -272.147266 \nL 84.800358 -272.147266 \nL 84.579805 -272.147266 \nL 84.359251 -272.147266 \nL 84.138698 -272.147266 \nL 83.918145 -272.147266 \nL 83.697591 -272.147266 \nL 83.477038 -272.147266 \nL 83.256485 -272.147266 \nL 83.035931 -272.147266 \nL 82.815378 -272.147266 \nL 82.594825 -272.147266 \nL 82.374271 -272.147266 \nL 82.153718 -272.147266 \nL 81.933165 -272.147266 \nL 81.712611 -272.147266 \nL 81.492058 -272.147266 \nL 81.271504 -272.147266 \nL 81.050951 -272.147266 \nL 80.830398 -272.147266 \nL 80.609844 -272.147266 \nL 80.389291 -272.147266 \nL 80.168738 -272.147266 \nL 79.948184 -272.147266 \nL 79.727631 -272.147266 \nL 79.507078 -272.147266 \nL 79.286524 -272.147266 \nL 79.065971 -272.147266 \nL 78.845417 -272.147266 \nL 78.624864 -272.147266 \nL 78.404311 -272.147266 \nL 78.183757 -272.147266 \nL 77.963204 -272.147266 \nL 77.742651 -272.147266 \nL 77.522097 -272.147266 \nL 77.301544 -272.147266 \nL 77.080991 -272.147266 \nL 76.860437 -272.147266 \nL 76.639884 -272.147266 \nL 76.419331 -272.147266 \nL 76.198777 -272.147266 \nL 75.978224 -272.147266 \nL 75.75767 -272.147266 \nL 75.537117 -272.147266 \nL 75.316564 -272.147266 \nL 75.09601 -272.147266 \nL 74.875457 -272.147266 \nL 74.654904 -272.147266 \nL 74.43435 -272.147266 \nL 74.213797 -272.147266 \nL 73.993244 -272.147266 \nL 73.77269 -272.147266 \nL 73.552137 -272.147266 \nL 73.331583 -272.147266 \nL 73.11103 -272.147266 \nL 72.890477 -272.147266 \nL 72.669923 -272.147266 \nL 72.44937 -272.147266 \nL 72.228817 -272.147266 \nL 72.008263 -272.147266 \nL 71.78771 -272.147266 \nL 71.567157 -272.147266 \nL 71.346603 -272.147266 \nL 71.12605 -272.147266 \nL 70.905497 -272.147266 \nL 70.684943 -272.147266 \nL 70.46439 -272.147266 \nL 70.243836 -272.147266 \nL 70.023283 -272.147266 \nL 69.80273 -272.147266 \nL 69.582176 -272.147266 \nL 69.361623 -272.147266 \nL 69.14107 -272.147266 \nL 68.920516 -272.147266 \nL 68.699963 -272.147266 \nL 68.47941 -272.147266 \nL 68.258856 -272.147266 \nL 68.038303 -272.147266 \nL 67.81775 -272.147266 \nL 67.597196 -272.147266 \nL 67.376643 -272.147266 \nL 67.156089 -272.147266 \nL 66.935536 -272.147266 \nL 66.714983 -272.147266 \nL 66.494429 -272.147266 \nL 66.273876 -272.147266 \nL 66.053323 -272.147266 \nL 65.832769 -272.147266 \nL 65.612216 -272.147266 \nL 65.391663 -272.147266 \nL 65.171109 -272.147266 \nL 64.950556 -272.147266 \nL 64.730002 -272.147266 \nL 64.509449 -272.147266 \nL 64.288896 -272.147266 \nL 64.068342 -272.147266 \nL 63.847789 -272.147266 \nL 63.627236 -272.147266 \nL 63.406682 -272.147266 \nL 63.186129 -272.147266 \nL 62.965576 -272.147266 \nL 62.745022 -272.147266 \nL 62.524469 -272.147266 \nL 62.303916 -272.147266 \nL 62.083362 -272.147266 \nL 61.862809 -272.147266 \nL 61.642255 -272.147266 \nL 61.421702 -272.147266 \nL 61.201149 -272.147266 \nL 60.980595 -272.147266 \nL 60.760042 -272.147266 \nL 60.539489 -272.147266 \nL 60.318935 -272.147266 \nL 60.098382 -272.147266 \nL 59.877829 -272.147266 \nL 59.657275 -272.147266 \nL 59.436722 -272.147266 \nL 59.216168 -272.147266 \nL 58.995615 -272.147266 \nL 58.775062 -272.147266 \nL 58.554508 -272.147266 \nL 58.333955 -272.147266 \nL 58.113402 -272.147266 \nL 57.892848 -272.147266 \nL 57.672295 -272.147266 \nL 57.451742 -272.147266 \nL 57.231188 -272.147266 \nL 57.010635 -272.147266 \nL 56.790082 -272.147266 \nL 56.569528 -272.147266 \nL 56.348975 -272.147266 \nL 56.128421 -272.147266 \nL 55.907868 -272.147266 \nL 55.687315 -272.147266 \nL 55.466761 -272.147266 \nL 55.246208 -272.147266 \nL 55.025655 -272.147266 \nL 54.805101 -272.147266 \nL 54.584548 -272.147266 \nL 54.363995 -272.147266 \nL 54.143441 -272.147266 \nL 53.922888 -272.147266 \nL 53.702334 -272.147266 \nL 53.481781 -272.147266 \nL 53.261228 -272.147266 \nL 53.040674 -272.147266 \nL 52.820121 -272.147266 \nL 52.599568 -272.147266 \nL 52.379014 -272.147266 \nL 52.158461 -272.147266 \nL 51.937908 -272.147266 \nL 51.717354 -272.147266 \nL 51.496801 -272.147266 \nL 51.276248 -272.147266 \nL 51.055694 -272.147266 \nL 50.835141 -272.147266 \nL 50.614587 -272.147266 \nL 50.394034 -272.147266 \nL 50.173481 -272.147266 \nL 49.952927 -272.147266 \nL 49.732374 -272.147266 \nL 49.511821 -272.147266 \nL 49.291267 -272.147266 \nL 49.070714 -272.147266 \nL 48.850161 -272.147266 \nL 48.629607 -272.147266 \nL 48.409054 -272.147266 \nL 48.1885 -272.147266 \nL 47.967947 -272.147266 \nL 47.747394 -272.147266 \nL 47.52684 -272.147266 \nL 47.306287 -272.147266 \nL 47.085734 -272.147266 \nL 46.86518 -272.147266 \nL 46.644627 -272.147266 \nL 46.424074 -272.147266 \nL 46.20352 -272.147266 \nL 45.982967 -272.147266 \nL 45.762414 -272.147266 \nL 45.54186 -272.147266 \nL 45.321307 -272.147266 \nL 45.100753 -272.147266 \nL 44.8802 -272.147266 \nL 44.659647 -272.147266 \nL 44.439093 -272.147266 \nL 44.21854 -272.147266 \nL 43.997987 -272.147266 \nL 43.777433 -272.147266 \nL 43.55688 -272.147266 \nL 43.336327 -272.147266 \nL 43.115773 -272.147266 \nL 42.89522 -272.147266 \nL 42.674667 -272.147266 \nL 42.454113 -272.147266 \nL 42.23356 -272.147266 \nL 42.013006 -272.147266 \nL 41.792453 -272.147266 \nL 41.5719 -272.147266 \nL 41.351346 -272.147266 \nL 41.130793 -272.147266 \nL 40.91024 -272.147266 \nL 40.689686 -272.147266 \nL 40.469133 -272.147266 \nL 40.24858 -272.147266 \nL 40.028026 -272.147266 \nL 39.807473 -272.147266 \nL 39.586919 -272.147266 \nL 39.366366 -272.147266 \nL 39.145813 -272.147266 \nL 38.925259 -272.147266 \nL 38.704706 -272.147266 \nL 38.484153 -272.147266 \nL 38.263599 -272.147266 \nL 38.043046 -272.147266 \nL 37.822493 -272.147266 \nL 37.601939 -272.147266 \nL 37.381386 -272.147266 \nL 37.160833 -272.147266 \nL 36.940279 -272.147266 \nL 36.719726 -272.147266 \nL 36.499172 -272.147266 \nL 36.278619 -272.147266 \nL 36.058066 -272.147266 \nL 35.837512 -272.147266 \nL 35.616959 -272.147266 \nz\n\" id=\"mbf305f7643\" style=\"stroke:#808080;stroke-opacity:0.7;\"/>\n    </defs>\n    <g clip-path=\"url(#pece7c5e01d)\">\n     <use style=\"fill:#808080;fill-opacity:0.7;stroke:#808080;stroke-opacity:0.7;\" x=\"0\" xlink:href=\"#mbf305f7643\" y=\"386.034375\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_1\">\n    <g id=\"ytick_1\">\n     <g id=\"line2d_1\">\n      <defs>\n       <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"m3fea3efe07\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m3fea3efe07\" y=\"113.887109\"/>\n      </g>\n     </g>\n     <g id=\"text_1\">\n      <!-- 0.0 -->\n      <g transform=\"translate(7.2 117.686328)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 2034 4250 \nQ 1547 4250 1301 3770 \nQ 1056 3291 1056 2328 \nQ 1056 1369 1301 889 \nQ 1547 409 2034 409 \nQ 2525 409 2770 889 \nQ 3016 1369 3016 2328 \nQ 3016 3291 2770 3770 \nQ 2525 4250 2034 4250 \nz\nM 2034 4750 \nQ 2819 4750 3233 4129 \nQ 3647 3509 3647 2328 \nQ 3647 1150 3233 529 \nQ 2819 -91 2034 -91 \nQ 1250 -91 836 529 \nQ 422 1150 422 2328 \nQ 422 3509 836 4129 \nQ 1250 4750 2034 4750 \nz\n\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\n        <path d=\"M 684 794 \nL 1344 794 \nL 1344 0 \nL 684 0 \nL 684 794 \nz\n\" id=\"DejaVuSans-2e\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_2\">\n     <g id=\"line2d_2\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m3fea3efe07\" y=\"70.282831\"/>\n      </g>\n     </g>\n     <g id=\"text_2\">\n      <!-- 0.5 -->\n      <g transform=\"translate(7.2 74.08205)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 691 4666 \nL 3169 4666 \nL 3169 4134 \nL 1269 4134 \nL 1269 2991 \nQ 1406 3038 1543 3061 \nQ 1681 3084 1819 3084 \nQ 2600 3084 3056 2656 \nQ 3513 2228 3513 1497 \nQ 3513 744 3044 326 \nQ 2575 -91 1722 -91 \nQ 1428 -91 1123 -41 \nQ 819 9 494 109 \nL 494 744 \nQ 775 591 1075 516 \nQ 1375 441 1709 441 \nQ 2250 441 2565 725 \nQ 2881 1009 2881 1497 \nQ 2881 1984 2565 2268 \nQ 2250 2553 1709 2553 \nQ 1456 2553 1204 2497 \nQ 953 2441 691 2322 \nL 691 4666 \nz\n\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_3\">\n     <g id=\"line2d_3\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m3fea3efe07\" y=\"26.678553\"/>\n      </g>\n     </g>\n     <g id=\"text_3\">\n      <!-- 1.0 -->\n      <g transform=\"translate(7.2 30.477772)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 794 531 \nL 1825 531 \nL 1825 4091 \nL 703 3866 \nL 703 4441 \nL 1819 4666 \nL 2450 4666 \nL 2450 531 \nL 3481 531 \nL 3481 0 \nL 794 0 \nL 794 531 \nz\n\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n   </g>\n   <g id=\"LineCollection_1\">\n    <path clip-path=\"url(#pece7c5e01d)\" d=\"M 123.838303 113.887109 \nL 123.838303 26.678553 \n\" style=\"fill:none;stroke:#ff0000;stroke-width:2;\"/>\n   </g>\n   <g id=\"line2d_4\">\n    <path clip-path=\"url(#pece7c5e01d)\" d=\"M 35.616959 113.887109 \nL 90.755299 113.887109 \nL 101.782967 96.445398 \nL 113.031188 52.317868 \nL 123.838303 26.678553 \nL 145.893639 26.678553 \nL 145.893639 26.678553 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;\"/>\n   </g>\n   <g id=\"patch_3\">\n    <path d=\"M 30.103125 118.247537 \nL 151.407473 118.247537 \n\" style=\"fill:none;stroke:#808080;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"text_4\">\n    <!-- score = 190 -->\n    <g transform=\"translate(54.341861 16.318125)scale(0.12 -0.12)\">\n     <defs>\n      <path d=\"M 2834 3397 \nL 2834 2853 \nQ 2591 2978 2328 3040 \nQ 2066 3103 1784 3103 \nQ 1356 3103 1142 2972 \nQ 928 2841 928 2578 \nQ 928 2378 1081 2264 \nQ 1234 2150 1697 2047 \nL 1894 2003 \nQ 2506 1872 2764 1633 \nQ 3022 1394 3022 966 \nQ 3022 478 2636 193 \nQ 2250 -91 1575 -91 \nQ 1294 -91 989 -36 \nQ 684 19 347 128 \nL 347 722 \nQ 666 556 975 473 \nQ 1284 391 1588 391 \nQ 1994 391 2212 530 \nQ 2431 669 2431 922 \nQ 2431 1156 2273 1281 \nQ 2116 1406 1581 1522 \nL 1381 1569 \nQ 847 1681 609 1914 \nQ 372 2147 372 2553 \nQ 372 3047 722 3315 \nQ 1072 3584 1716 3584 \nQ 2034 3584 2315 3537 \nQ 2597 3491 2834 3397 \nz\n\" id=\"DejaVuSans-73\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 3122 3366 \nL 3122 2828 \nQ 2878 2963 2633 3030 \nQ 2388 3097 2138 3097 \nQ 1578 3097 1268 2742 \nQ 959 2388 959 1747 \nQ 959 1106 1268 751 \nQ 1578 397 2138 397 \nQ 2388 397 2633 464 \nQ 2878 531 3122 666 \nL 3122 134 \nQ 2881 22 2623 -34 \nQ 2366 -91 2075 -91 \nQ 1284 -91 818 406 \nQ 353 903 353 1747 \nQ 353 2603 823 3093 \nQ 1294 3584 2113 3584 \nQ 2378 3584 2631 3529 \nQ 2884 3475 3122 3366 \nz\n\" id=\"DejaVuSans-63\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 1959 3097 \nQ 1497 3097 1228 2736 \nQ 959 2375 959 1747 \nQ 959 1119 1226 758 \nQ 1494 397 1959 397 \nQ 2419 397 2687 759 \nQ 2956 1122 2956 1747 \nQ 2956 2369 2687 2733 \nQ 2419 3097 1959 3097 \nz\nM 1959 3584 \nQ 2709 3584 3137 3096 \nQ 3566 2609 3566 1747 \nQ 3566 888 3137 398 \nQ 2709 -91 1959 -91 \nQ 1206 -91 779 398 \nQ 353 888 353 1747 \nQ 353 2609 779 3096 \nQ 1206 3584 1959 3584 \nz\n\" id=\"DejaVuSans-6f\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 2631 2963 \nQ 2534 3019 2420 3045 \nQ 2306 3072 2169 3072 \nQ 1681 3072 1420 2755 \nQ 1159 2438 1159 1844 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1341 3275 1631 3429 \nQ 1922 3584 2338 3584 \nQ 2397 3584 2469 3576 \nQ 2541 3569 2628 3553 \nL 2631 2963 \nz\n\" id=\"DejaVuSans-72\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 3597 1894 \nL 3597 1613 \nL 953 1613 \nQ 991 1019 1311 708 \nQ 1631 397 2203 397 \nQ 2534 397 2845 478 \nQ 3156 559 3463 722 \nL 3463 178 \nQ 3153 47 2828 -22 \nQ 2503 -91 2169 -91 \nQ 1331 -91 842 396 \nQ 353 884 353 1716 \nQ 353 2575 817 3079 \nQ 1281 3584 2069 3584 \nQ 2775 3584 3186 3129 \nQ 3597 2675 3597 1894 \nz\nM 3022 2063 \nQ 3016 2534 2758 2815 \nQ 2500 3097 2075 3097 \nQ 1594 3097 1305 2825 \nQ 1016 2553 972 2059 \nL 3022 2063 \nz\n\" id=\"DejaVuSans-65\" transform=\"scale(0.015625)\"/>\n      <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 678 2906 \nL 4684 2906 \nL 4684 2381 \nL 678 2381 \nL 678 2906 \nz\nM 678 1631 \nL 4684 1631 \nL 4684 1100 \nL 678 1100 \nL 678 1631 \nz\n\" id=\"DejaVuSans-3d\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 703 97 \nL 703 672 \nQ 941 559 1184 500 \nQ 1428 441 1663 441 \nQ 2288 441 2617 861 \nQ 2947 1281 2994 2138 \nQ 2813 1869 2534 1725 \nQ 2256 1581 1919 1581 \nQ 1219 1581 811 2004 \nQ 403 2428 403 3163 \nQ 403 3881 828 4315 \nQ 1253 4750 1959 4750 \nQ 2769 4750 3195 4129 \nQ 3622 3509 3622 2328 \nQ 3622 1225 3098 567 \nQ 2575 -91 1691 -91 \nQ 1453 -91 1209 -44 \nQ 966 3 703 97 \nz\nM 1959 2075 \nQ 2384 2075 2632 2365 \nQ 2881 2656 2881 3163 \nQ 2881 3666 2632 3958 \nQ 2384 4250 1959 4250 \nQ 1534 4250 1286 3958 \nQ 1038 3666 1038 3163 \nQ 1038 2656 1286 2365 \nQ 1534 2075 1959 2075 \nz\n\" id=\"DejaVuSans-39\" transform=\"scale(0.015625)\"/>\n     </defs>\n     <use xlink:href=\"#DejaVuSans-73\"/>\n     <use x=\"52.099609\" xlink:href=\"#DejaVuSans-63\"/>\n     <use x=\"107.080078\" xlink:href=\"#DejaVuSans-6f\"/>\n     <use x=\"168.261719\" xlink:href=\"#DejaVuSans-72\"/>\n     <use x=\"207.125\" xlink:href=\"#DejaVuSans-65\"/>\n     <use x=\"268.648438\" xlink:href=\"#DejaVuSans-20\"/>\n     <use x=\"300.435547\" xlink:href=\"#DejaVuSans-3d\"/>\n     <use x=\"384.224609\" xlink:href=\"#DejaVuSans-20\"/>\n     <use x=\"416.011719\" xlink:href=\"#DejaVuSans-31\"/>\n     <use x=\"479.634766\" xlink:href=\"#DejaVuSans-39\"/>\n     <use x=\"543.257812\" xlink:href=\"#DejaVuSans-30\"/>\n    </g>\n   </g>\n  </g>\n  <g id=\"axes_2\">\n   <g id=\"patch_4\">\n    <path d=\"M 175.668342 118.247537 \nL 296.97269 118.247537 \nL 296.97269 22.318125 \nL 175.668342 22.318125 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PolyCollection_2\">\n    <defs>\n     <path d=\"M 181.182176 -272.147266 \nL 181.182176 -335.809512 \nL 193.435141 -335.809512 \nL 205.688105 -335.809512 \nL 205.688105 -335.809512 \nL 216.715773 -335.809512 \nL 217.94107 -333.193255 \nL 219.166366 -298.309833 \nL 220.391663 -272.147266 \nL 222.842255 -272.147266 \nL 224.067552 -272.147266 \nL 230.194034 -272.147266 \nL 242.446999 -272.147266 \nL 254.699963 -272.147266 \nL 254.699963 -272.147266 \nL 266.952927 -272.147266 \nL 279.205892 -272.147266 \nL 291.458856 -272.147266 \nL 291.458856 -272.147266 \nL 291.458856 -272.147266 \nL 279.205892 -272.147266 \nL 266.952927 -272.147266 \nL 254.699963 -272.147266 \nL 254.699963 -272.147266 \nL 242.446999 -272.147266 \nL 230.194034 -272.147266 \nL 224.067552 -272.147266 \nL 222.842255 -272.147266 \nL 220.391663 -272.147266 \nL 219.166366 -272.147266 \nL 217.94107 -272.147266 \nL 216.715773 -272.147266 \nL 205.688105 -272.147266 \nL 205.688105 -272.147266 \nL 193.435141 -272.147266 \nL 181.182176 -272.147266 \nz\n\" id=\"m1b2f25d0a6\" style=\"stroke:#808080;stroke-opacity:0.7;\"/>\n    </defs>\n    <g clip-path=\"url(#p7e92185523)\">\n     <use style=\"fill:#808080;fill-opacity:0.7;stroke:#808080;stroke-opacity:0.7;\" x=\"0\" xlink:href=\"#m1b2f25d0a6\" y=\"386.034375\"/>\n    </g>\n   </g>\n   <g id=\"LineCollection_2\">\n    <path clip-path=\"url(#p7e92185523)\" d=\"M 216.715773 113.887109 \nL 216.715773 26.678553 \n\" style=\"fill:none;stroke:#ff0000;stroke-width:2;\"/>\n   </g>\n   <g id=\"line2d_5\">\n    <path clip-path=\"url(#p7e92185523)\" d=\"M 181.182176 26.678553 \nL 193.435141 26.678553 \nL 205.688105 26.678553 \nL 205.688105 26.678553 \nL 216.715773 50.224863 \nL 217.94107 52.84112 \nL 219.166366 87.724542 \nL 220.391663 113.887109 \nL 222.842255 113.887109 \nL 224.067552 113.887109 \nL 230.194034 113.887109 \nL 242.446999 113.887109 \nL 254.699963 113.887109 \nL 254.699963 113.887109 \nL 266.952927 113.887109 \nL 279.205892 113.887109 \nL 291.458856 113.887109 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;\"/>\n   </g>\n   <g id=\"patch_5\">\n    <path d=\"M 175.668342 118.247537 \nL 296.97269 118.247537 \n\" style=\"fill:none;stroke:#808080;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"text_5\">\n    <!-- ratio = 0.39 -->\n    <g transform=\"translate(200.285829 16.318125)scale(0.12 -0.12)\">\n     <defs>\n      <path d=\"M 2194 1759 \nQ 1497 1759 1228 1600 \nQ 959 1441 959 1056 \nQ 959 750 1161 570 \nQ 1363 391 1709 391 \nQ 2188 391 2477 730 \nQ 2766 1069 2766 1631 \nL 2766 1759 \nL 2194 1759 \nz\nM 3341 1997 \nL 3341 0 \nL 2766 0 \nL 2766 531 \nQ 2569 213 2275 61 \nQ 1981 -91 1556 -91 \nQ 1019 -91 701 211 \nQ 384 513 384 1019 \nQ 384 1609 779 1909 \nQ 1175 2209 1959 2209 \nL 2766 2209 \nL 2766 2266 \nQ 2766 2663 2505 2880 \nQ 2244 3097 1772 3097 \nQ 1472 3097 1187 3025 \nQ 903 2953 641 2809 \nL 641 3341 \nQ 956 3463 1253 3523 \nQ 1550 3584 1831 3584 \nQ 2591 3584 2966 3190 \nQ 3341 2797 3341 1997 \nz\n\" id=\"DejaVuSans-61\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 1172 4494 \nL 1172 3500 \nL 2356 3500 \nL 2356 3053 \nL 1172 3053 \nL 1172 1153 \nQ 1172 725 1289 603 \nQ 1406 481 1766 481 \nL 2356 481 \nL 2356 0 \nL 1766 0 \nQ 1100 0 847 248 \nQ 594 497 594 1153 \nL 594 3053 \nL 172 3053 \nL 172 3500 \nL 594 3500 \nL 594 4494 \nL 1172 4494 \nz\n\" id=\"DejaVuSans-74\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 603 3500 \nL 1178 3500 \nL 1178 0 \nL 603 0 \nL 603 3500 \nz\nM 603 4863 \nL 1178 4863 \nL 1178 4134 \nL 603 4134 \nL 603 4863 \nz\n\" id=\"DejaVuSans-69\" transform=\"scale(0.015625)\"/>\n      <path d=\"M 2597 2516 \nQ 3050 2419 3304 2112 \nQ 3559 1806 3559 1356 \nQ 3559 666 3084 287 \nQ 2609 -91 1734 -91 \nQ 1441 -91 1130 -33 \nQ 819 25 488 141 \nL 488 750 \nQ 750 597 1062 519 \nQ 1375 441 1716 441 \nQ 2309 441 2620 675 \nQ 2931 909 2931 1356 \nQ 2931 1769 2642 2001 \nQ 2353 2234 1838 2234 \nL 1294 2234 \nL 1294 2753 \nL 1863 2753 \nQ 2328 2753 2575 2939 \nQ 2822 3125 2822 3475 \nQ 2822 3834 2567 4026 \nQ 2313 4219 1838 4219 \nQ 1578 4219 1281 4162 \nQ 984 4106 628 3988 \nL 628 4550 \nQ 988 4650 1302 4700 \nQ 1616 4750 1894 4750 \nQ 2613 4750 3031 4423 \nQ 3450 4097 3450 3541 \nQ 3450 3153 3228 2886 \nQ 3006 2619 2597 2516 \nz\n\" id=\"DejaVuSans-33\" transform=\"scale(0.015625)\"/>\n     </defs>\n     <use xlink:href=\"#DejaVuSans-72\"/>\n     <use x=\"41.113281\" xlink:href=\"#DejaVuSans-61\"/>\n     <use x=\"102.392578\" xlink:href=\"#DejaVuSans-74\"/>\n     <use x=\"141.601562\" xlink:href=\"#DejaVuSans-69\"/>\n     <use x=\"169.384766\" xlink:href=\"#DejaVuSans-6f\"/>\n     <use x=\"230.566406\" xlink:href=\"#DejaVuSans-20\"/>\n     <use x=\"262.353516\" xlink:href=\"#DejaVuSans-3d\"/>\n     <use x=\"346.142578\" xlink:href=\"#DejaVuSans-20\"/>\n     <use x=\"377.929688\" xlink:href=\"#DejaVuSans-30\"/>\n     <use x=\"441.552734\" xlink:href=\"#DejaVuSans-2e\"/>\n     <use x=\"473.339844\" xlink:href=\"#DejaVuSans-33\"/>\n     <use x=\"536.962891\" xlink:href=\"#DejaVuSans-39\"/>\n    </g>\n   </g>\n  </g>\n  <g id=\"axes_3\">\n   <g id=\"patch_6\">\n    <path d=\"M 321.23356 118.247537 \nL 442.537908 118.247537 \nL 442.537908 22.318125 \nL 321.23356 22.318125 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PolyCollection_3\">\n    <defs>\n     <path d=\"M 326.747394 -272.147266 \nL 326.747394 -359.355822 \nL 327.850161 -359.355822 \nL 328.952927 -359.355822 \nL 330.055694 -359.355822 \nL 331.158461 -359.355822 \nL 332.261228 -359.355822 \nL 333.363995 -359.355822 \nL 334.466761 -359.355822 \nL 335.569528 -359.355822 \nL 336.672295 -359.355822 \nL 337.775062 -359.355822 \nL 338.877829 -359.355822 \nL 339.980595 -359.355822 \nL 341.083362 -359.355822 \nL 342.186129 -359.355822 \nL 343.288896 -359.355822 \nL 344.391663 -359.355822 \nL 345.494429 -359.355822 \nL 346.597196 -359.355822 \nL 347.699963 -359.355822 \nL 348.80273 -359.355822 \nL 349.905497 -356.739566 \nL 351.008263 -354.123309 \nL 352.11103 -351.507052 \nL 353.213797 -348.890795 \nL 354.316564 -346.274539 \nL 355.419331 -343.658282 \nL 356.522097 -341.042025 \nL 357.624864 -338.425769 \nL 358.727631 -335.809512 \nL 359.830398 -333.193255 \nL 360.933165 -329.704913 \nL 362.035931 -326.216571 \nL 363.138698 -322.728229 \nL 364.241465 -319.239886 \nL 365.344232 -315.751544 \nL 366.446999 -312.263202 \nL 367.549765 -308.77486 \nL 368.652532 -305.286517 \nL 369.755299 -301.798175 \nL 370.858066 -298.309833 \nL 371.960833 -295.693576 \nL 373.063599 -293.07732 \nL 374.166366 -290.461063 \nL 375.269133 -287.844806 \nL 376.3719 -285.228549 \nL 377.474667 -282.612293 \nL 378.577433 -279.996036 \nL 379.6802 -277.379779 \nL 380.782967 -274.763523 \nL 381.885734 -272.147266 \nL 382.9885 -272.147266 \nL 384.091267 -272.147266 \nL 385.194034 -272.147266 \nL 386.296801 -272.147266 \nL 387.399568 -272.147266 \nL 388.502334 -272.147266 \nL 389.605101 -272.147266 \nL 390.707868 -272.147266 \nL 391.810635 -272.147266 \nL 392.913402 -272.147266 \nL 394.016168 -272.147266 \nL 395.118935 -272.147266 \nL 396.221702 -272.147266 \nL 397.324469 -272.147266 \nL 398.427236 -272.147266 \nL 399.530002 -272.147266 \nL 400.632769 -272.147266 \nL 401.735536 -272.147266 \nL 402.838303 -272.147266 \nL 403.94107 -272.147266 \nL 405.043836 -272.147266 \nL 406.146603 -272.147266 \nL 407.24937 -272.147266 \nL 408.352137 -272.147266 \nL 409.454904 -272.147266 \nL 410.55767 -272.147266 \nL 411.660437 -272.147266 \nL 412.763204 -272.147266 \nL 413.865971 -272.147266 \nL 414.968738 -272.147266 \nL 416.071504 -272.147266 \nL 417.174271 -272.147266 \nL 418.277038 -272.147266 \nL 419.379805 -272.147266 \nL 420.482572 -272.147266 \nL 421.585338 -272.147266 \nL 422.688105 -272.147266 \nL 423.790872 -272.147266 \nL 424.893639 -272.147266 \nL 425.996406 -272.147266 \nL 427.099172 -272.147266 \nL 428.201939 -272.147266 \nL 429.304706 -272.147266 \nL 430.407473 -272.147266 \nL 431.51024 -272.147266 \nL 432.613006 -272.147266 \nL 433.715773 -272.147266 \nL 434.81854 -272.147266 \nL 435.921307 -272.147266 \nL 437.024074 -272.147266 \nL 437.024074 -272.147266 \nL 437.024074 -272.147266 \nL 435.921307 -272.147266 \nL 434.81854 -272.147266 \nL 433.715773 -272.147266 \nL 432.613006 -272.147266 \nL 431.51024 -272.147266 \nL 430.407473 -272.147266 \nL 429.304706 -272.147266 \nL 428.201939 -272.147266 \nL 427.099172 -272.147266 \nL 425.996406 -272.147266 \nL 424.893639 -272.147266 \nL 423.790872 -272.147266 \nL 422.688105 -272.147266 \nL 421.585338 -272.147266 \nL 420.482572 -272.147266 \nL 419.379805 -272.147266 \nL 418.277038 -272.147266 \nL 417.174271 -272.147266 \nL 416.071504 -272.147266 \nL 414.968738 -272.147266 \nL 413.865971 -272.147266 \nL 412.763204 -272.147266 \nL 411.660437 -272.147266 \nL 410.55767 -272.147266 \nL 409.454904 -272.147266 \nL 408.352137 -272.147266 \nL 407.24937 -272.147266 \nL 406.146603 -272.147266 \nL 405.043836 -272.147266 \nL 403.94107 -272.147266 \nL 402.838303 -272.147266 \nL 401.735536 -272.147266 \nL 400.632769 -272.147266 \nL 399.530002 -272.147266 \nL 398.427236 -272.147266 \nL 397.324469 -272.147266 \nL 396.221702 -272.147266 \nL 395.118935 -272.147266 \nL 394.016168 -272.147266 \nL 392.913402 -272.147266 \nL 391.810635 -272.147266 \nL 390.707868 -272.147266 \nL 389.605101 -272.147266 \nL 388.502334 -272.147266 \nL 387.399568 -272.147266 \nL 386.296801 -272.147266 \nL 385.194034 -272.147266 \nL 384.091267 -272.147266 \nL 382.9885 -272.147266 \nL 381.885734 -272.147266 \nL 380.782967 -272.147266 \nL 379.6802 -272.147266 \nL 378.577433 -272.147266 \nL 377.474667 -272.147266 \nL 376.3719 -272.147266 \nL 375.269133 -272.147266 \nL 374.166366 -272.147266 \nL 373.063599 -272.147266 \nL 371.960833 -272.147266 \nL 370.858066 -272.147266 \nL 369.755299 -272.147266 \nL 368.652532 -272.147266 \nL 367.549765 -272.147266 \nL 366.446999 -272.147266 \nL 365.344232 -272.147266 \nL 364.241465 -272.147266 \nL 363.138698 -272.147266 \nL 362.035931 -272.147266 \nL 360.933165 -272.147266 \nL 359.830398 -272.147266 \nL 358.727631 -272.147266 \nL 357.624864 -272.147266 \nL 356.522097 -272.147266 \nL 355.419331 -272.147266 \nL 354.316564 -272.147266 \nL 353.213797 -272.147266 \nL 352.11103 -272.147266 \nL 351.008263 -272.147266 \nL 349.905497 -272.147266 \nL 348.80273 -272.147266 \nL 347.699963 -272.147266 \nL 346.597196 -272.147266 \nL 345.494429 -272.147266 \nL 344.391663 -272.147266 \nL 343.288896 -272.147266 \nL 342.186129 -272.147266 \nL 341.083362 -272.147266 \nL 339.980595 -272.147266 \nL 338.877829 -272.147266 \nL 337.775062 -272.147266 \nL 336.672295 -272.147266 \nL 335.569528 -272.147266 \nL 334.466761 -272.147266 \nL 333.363995 -272.147266 \nL 332.261228 -272.147266 \nL 331.158461 -272.147266 \nL 330.055694 -272.147266 \nL 328.952927 -272.147266 \nL 327.850161 -272.147266 \nL 326.747394 -272.147266 \nz\n\" id=\"m841bcbc2dc\" style=\"stroke:#808080;stroke-opacity:0.7;\"/>\n    </defs>\n    <g clip-path=\"url(#p29e49713ad)\">\n     <use style=\"fill:#808080;fill-opacity:0.7;stroke:#808080;stroke-opacity:0.7;\" x=\"0\" xlink:href=\"#m841bcbc2dc\" y=\"386.034375\"/>\n    </g>\n   </g>\n   <g id=\"LineCollection_3\">\n    <path clip-path=\"url(#p29e49713ad)\" d=\"M 343.288896 113.887109 \nL 343.288896 26.678553 \n\" style=\"fill:none;stroke:#ff0000;stroke-width:2;\"/>\n   </g>\n   <g id=\"line2d_6\">\n    <path clip-path=\"url(#p29e49713ad)\" d=\"M 326.747394 26.678553 \nL 327.850161 26.678553 \nL 328.952927 26.678553 \nL 330.055694 26.678553 \nL 331.158461 26.678553 \nL 332.261228 26.678553 \nL 333.363995 26.678553 \nL 334.466761 26.678553 \nL 335.569528 26.678553 \nL 336.672295 26.678553 \nL 337.775062 26.678553 \nL 338.877829 26.678553 \nL 339.980595 26.678553 \nL 341.083362 26.678553 \nL 342.186129 26.678553 \nL 343.288896 26.678553 \nL 344.391663 26.678553 \nL 345.494429 26.678553 \nL 346.597196 26.678553 \nL 347.699963 26.678553 \nL 348.80273 26.678553 \nL 349.905497 29.294809 \nL 351.008263 31.911066 \nL 352.11103 34.527323 \nL 353.213797 37.14358 \nL 354.316564 39.759836 \nL 355.419331 42.376093 \nL 356.522097 44.99235 \nL 357.624864 47.608606 \nL 358.727631 50.224863 \nL 359.830398 52.84112 \nL 360.933165 56.329462 \nL 362.035931 59.817804 \nL 363.138698 63.306146 \nL 364.241465 66.794489 \nL 365.344232 70.282831 \nL 366.446999 73.771173 \nL 367.549765 77.259515 \nL 368.652532 80.747858 \nL 369.755299 84.2362 \nL 370.858066 87.724542 \nL 371.960833 90.340799 \nL 373.063599 92.957055 \nL 374.166366 95.573312 \nL 375.269133 98.189569 \nL 376.3719 100.805826 \nL 377.474667 103.422082 \nL 378.577433 106.038339 \nL 379.6802 108.654596 \nL 380.782967 111.270852 \nL 381.885734 113.887109 \nL 382.9885 113.887109 \nL 384.091267 113.887109 \nL 385.194034 113.887109 \nL 386.296801 113.887109 \nL 387.399568 113.887109 \nL 388.502334 113.887109 \nL 389.605101 113.887109 \nL 390.707868 113.887109 \nL 391.810635 113.887109 \nL 392.913402 113.887109 \nL 394.016168 113.887109 \nL 395.118935 113.887109 \nL 396.221702 113.887109 \nL 397.324469 113.887109 \nL 398.427236 113.887109 \nL 399.530002 113.887109 \nL 400.632769 113.887109 \nL 401.735536 113.887109 \nL 402.838303 113.887109 \nL 403.94107 113.887109 \nL 405.043836 113.887109 \nL 406.146603 113.887109 \nL 407.24937 113.887109 \nL 408.352137 113.887109 \nL 409.454904 113.887109 \nL 410.55767 113.887109 \nL 411.660437 113.887109 \nL 412.763204 113.887109 \nL 413.865971 113.887109 \nL 414.968738 113.887109 \nL 416.071504 113.887109 \nL 417.174271 113.887109 \nL 418.277038 113.887109 \nL 419.379805 113.887109 \nL 420.482572 113.887109 \nL 421.585338 113.887109 \nL 422.688105 113.887109 \nL 423.790872 113.887109 \nL 424.893639 113.887109 \nL 425.996406 113.887109 \nL 427.099172 113.887109 \nL 428.201939 113.887109 \nL 429.304706 113.887109 \nL 430.407473 113.887109 \nL 431.51024 113.887109 \nL 432.613006 113.887109 \nL 433.715773 113.887109 \nL 434.81854 113.887109 \nL 435.921307 113.887109 \nL 437.024074 113.887109 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;\"/>\n   </g>\n   <g id=\"patch_7\">\n    <path d=\"M 321.23356 118.247537 \nL 442.537908 118.247537 \n\" style=\"fill:none;stroke:#808080;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"text_6\">\n    <!-- credit = 1.5 -->\n    <g transform=\"translate(346.351671 16.318125)scale(0.12 -0.12)\">\n     <defs>\n      <path d=\"M 2906 2969 \nL 2906 4863 \nL 3481 4863 \nL 3481 0 \nL 2906 0 \nL 2906 525 \nQ 2725 213 2448 61 \nQ 2172 -91 1784 -91 \nQ 1150 -91 751 415 \nQ 353 922 353 1747 \nQ 353 2572 751 3078 \nQ 1150 3584 1784 3584 \nQ 2172 3584 2448 3432 \nQ 2725 3281 2906 2969 \nz\nM 947 1747 \nQ 947 1113 1208 752 \nQ 1469 391 1925 391 \nQ 2381 391 2643 752 \nQ 2906 1113 2906 1747 \nQ 2906 2381 2643 2742 \nQ 2381 3103 1925 3103 \nQ 1469 3103 1208 2742 \nQ 947 2381 947 1747 \nz\n\" id=\"DejaVuSans-64\" transform=\"scale(0.015625)\"/>\n     </defs>\n     <use xlink:href=\"#DejaVuSans-63\"/>\n     <use x=\"54.980469\" xlink:href=\"#DejaVuSans-72\"/>\n     <use x=\"93.84375\" xlink:href=\"#DejaVuSans-65\"/>\n     <use x=\"155.367188\" xlink:href=\"#DejaVuSans-64\"/>\n     <use x=\"218.84375\" xlink:href=\"#DejaVuSans-69\"/>\n     <use x=\"246.626953\" xlink:href=\"#DejaVuSans-74\"/>\n     <use x=\"285.835938\" xlink:href=\"#DejaVuSans-20\"/>\n     <use x=\"317.623047\" xlink:href=\"#DejaVuSans-3d\"/>\n     <use x=\"401.412109\" xlink:href=\"#DejaVuSans-20\"/>\n     <use x=\"433.199219\" xlink:href=\"#DejaVuSans-31\"/>\n     <use x=\"496.822266\" xlink:href=\"#DejaVuSans-2e\"/>\n     <use x=\"528.609375\" xlink:href=\"#DejaVuSans-35\"/>\n    </g>\n   </g>\n  </g>\n  <g id=\"axes_4\">\n   <g id=\"patch_8\">\n    <path d=\"M 466.798777 118.247537 \nL 588.103125 118.247537 \nL 588.103125 22.318125 \nL 466.798777 22.318125 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PolyCollection_4\">\n    <defs>\n     <path d=\"M 472.312611 -272.147266 \nL 472.312611 -272.147266 \nL 473.415378 -272.147266 \nL 474.518145 -272.147266 \nL 475.620912 -272.147266 \nL 476.723678 -272.147266 \nL 477.826445 -272.147266 \nL 478.929212 -272.147266 \nL 480.031979 -272.147266 \nL 481.134746 -272.147266 \nL 482.237512 -272.147266 \nL 483.340279 -272.147266 \nL 484.443046 -272.147266 \nL 485.545813 -272.147266 \nL 486.64858 -272.147266 \nL 487.751346 -272.147266 \nL 488.854113 -272.147266 \nL 489.95688 -272.147266 \nL 491.059647 -272.147266 \nL 492.162414 -272.147266 \nL 493.26518 -272.147266 \nL 494.367947 -272.147266 \nL 495.470714 -272.147266 \nL 496.573481 -272.147266 \nL 497.676248 -272.147266 \nL 498.779014 -272.147266 \nL 499.881781 -272.147266 \nL 500.984548 -272.147266 \nL 502.087315 -272.147266 \nL 503.190082 -272.147266 \nL 504.292848 -272.147266 \nL 505.395615 -272.147266 \nL 506.498382 -272.147266 \nL 507.601149 -272.147266 \nL 508.703916 -272.147266 \nL 509.806682 -272.147266 \nL 510.909449 -272.147266 \nL 512.012216 -272.147266 \nL 513.114983 -272.147266 \nL 514.21775 -272.147266 \nL 515.320516 -272.147266 \nL 516.423283 -272.147266 \nL 517.52605 -272.147266 \nL 518.628817 -272.147266 \nL 519.731583 -272.147266 \nL 520.83435 -272.147266 \nL 521.937117 -272.147266 \nL 523.039884 -272.147266 \nL 524.142651 -272.147266 \nL 525.245417 -272.147266 \nL 526.348184 -272.147266 \nL 527.450951 -272.147266 \nL 528.553718 -274.763523 \nL 529.656485 -277.379779 \nL 530.759251 -279.996036 \nL 531.862018 -282.612293 \nL 532.964785 -285.228549 \nL 534.067552 -287.844806 \nL 535.170319 -290.461063 \nL 536.273085 -293.07732 \nL 537.375852 -295.693576 \nL 538.478619 -298.309833 \nL 539.581386 -301.798175 \nL 540.684153 -305.286517 \nL 541.786919 -308.77486 \nL 542.889686 -312.263202 \nL 543.992453 -315.751544 \nL 545.09522 -319.239886 \nL 546.197987 -322.728229 \nL 547.300753 -326.216571 \nL 548.40352 -329.704913 \nL 549.506287 -333.193255 \nL 550.609054 -335.809512 \nL 551.711821 -335.809512 \nL 552.814587 -335.809512 \nL 553.917354 -335.809512 \nL 555.020121 -335.809512 \nL 556.122888 -335.809512 \nL 557.225655 -335.809512 \nL 558.328421 -335.809512 \nL 559.431188 -335.809512 \nL 560.533955 -335.809512 \nL 561.636722 -335.809512 \nL 562.739489 -335.809512 \nL 563.842255 -335.809512 \nL 564.945022 -335.809512 \nL 566.047789 -335.809512 \nL 567.150556 -335.809512 \nL 568.253323 -335.809512 \nL 569.356089 -335.809512 \nL 570.458856 -335.809512 \nL 571.561623 -335.809512 \nL 572.66439 -335.809512 \nL 573.767157 -335.809512 \nL 574.869923 -335.809512 \nL 575.97269 -335.809512 \nL 577.075457 -335.809512 \nL 578.178224 -335.809512 \nL 579.280991 -335.809512 \nL 580.383757 -335.809512 \nL 581.486524 -335.809512 \nL 582.589291 -335.809512 \nL 582.589291 -272.147266 \nL 582.589291 -272.147266 \nL 581.486524 -272.147266 \nL 580.383757 -272.147266 \nL 579.280991 -272.147266 \nL 578.178224 -272.147266 \nL 577.075457 -272.147266 \nL 575.97269 -272.147266 \nL 574.869923 -272.147266 \nL 573.767157 -272.147266 \nL 572.66439 -272.147266 \nL 571.561623 -272.147266 \nL 570.458856 -272.147266 \nL 569.356089 -272.147266 \nL 568.253323 -272.147266 \nL 567.150556 -272.147266 \nL 566.047789 -272.147266 \nL 564.945022 -272.147266 \nL 563.842255 -272.147266 \nL 562.739489 -272.147266 \nL 561.636722 -272.147266 \nL 560.533955 -272.147266 \nL 559.431188 -272.147266 \nL 558.328421 -272.147266 \nL 557.225655 -272.147266 \nL 556.122888 -272.147266 \nL 555.020121 -272.147266 \nL 553.917354 -272.147266 \nL 552.814587 -272.147266 \nL 551.711821 -272.147266 \nL 550.609054 -272.147266 \nL 549.506287 -272.147266 \nL 548.40352 -272.147266 \nL 547.300753 -272.147266 \nL 546.197987 -272.147266 \nL 545.09522 -272.147266 \nL 543.992453 -272.147266 \nL 542.889686 -272.147266 \nL 541.786919 -272.147266 \nL 540.684153 -272.147266 \nL 539.581386 -272.147266 \nL 538.478619 -272.147266 \nL 537.375852 -272.147266 \nL 536.273085 -272.147266 \nL 535.170319 -272.147266 \nL 534.067552 -272.147266 \nL 532.964785 -272.147266 \nL 531.862018 -272.147266 \nL 530.759251 -272.147266 \nL 529.656485 -272.147266 \nL 528.553718 -272.147266 \nL 527.450951 -272.147266 \nL 526.348184 -272.147266 \nL 525.245417 -272.147266 \nL 524.142651 -272.147266 \nL 523.039884 -272.147266 \nL 521.937117 -272.147266 \nL 520.83435 -272.147266 \nL 519.731583 -272.147266 \nL 518.628817 -272.147266 \nL 517.52605 -272.147266 \nL 516.423283 -272.147266 \nL 515.320516 -272.147266 \nL 514.21775 -272.147266 \nL 513.114983 -272.147266 \nL 512.012216 -272.147266 \nL 510.909449 -272.147266 \nL 509.806682 -272.147266 \nL 508.703916 -272.147266 \nL 507.601149 -272.147266 \nL 506.498382 -272.147266 \nL 505.395615 -272.147266 \nL 504.292848 -272.147266 \nL 503.190082 -272.147266 \nL 502.087315 -272.147266 \nL 500.984548 -272.147266 \nL 499.881781 -272.147266 \nL 498.779014 -272.147266 \nL 497.676248 -272.147266 \nL 496.573481 -272.147266 \nL 495.470714 -272.147266 \nL 494.367947 -272.147266 \nL 493.26518 -272.147266 \nL 492.162414 -272.147266 \nL 491.059647 -272.147266 \nL 489.95688 -272.147266 \nL 488.854113 -272.147266 \nL 487.751346 -272.147266 \nL 486.64858 -272.147266 \nL 485.545813 -272.147266 \nL 484.443046 -272.147266 \nL 483.340279 -272.147266 \nL 482.237512 -272.147266 \nL 481.134746 -272.147266 \nL 480.031979 -272.147266 \nL 478.929212 -272.147266 \nL 477.826445 -272.147266 \nL 476.723678 -272.147266 \nL 475.620912 -272.147266 \nL 474.518145 -272.147266 \nL 473.415378 -272.147266 \nL 472.312611 -272.147266 \nz\n\" id=\"m865982129f\" style=\"stroke:#808080;stroke-opacity:0.7;\"/>\n    </defs>\n    <g clip-path=\"url(#p182434f285)\">\n     <use style=\"fill:#808080;fill-opacity:0.7;stroke:#808080;stroke-opacity:0.7;\" x=\"0\" xlink:href=\"#m865982129f\" y=\"386.034375\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_2\">\n    <g id=\"ytick_4\">\n     <g id=\"line2d_7\">\n      <defs>\n       <path d=\"M 0 0 \nL 3.5 0 \n\" id=\"m015a70d9ad\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"588.103125\" xlink:href=\"#m015a70d9ad\" y=\"113.887109\"/>\n      </g>\n     </g>\n     <g id=\"text_7\">\n      <!-- 0.0 -->\n      <g transform=\"translate(595.103125 117.686328)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_5\">\n     <g id=\"line2d_8\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"588.103125\" xlink:href=\"#m015a70d9ad\" y=\"70.282831\"/>\n      </g>\n     </g>\n     <g id=\"text_8\">\n      <!-- 0.5 -->\n      <g transform=\"translate(595.103125 74.08205)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_6\">\n     <g id=\"line2d_9\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"588.103125\" xlink:href=\"#m015a70d9ad\" y=\"26.678553\"/>\n      </g>\n     </g>\n     <g id=\"text_9\">\n      <!-- 1.0 -->\n      <g transform=\"translate(595.103125 30.477772)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n   </g>\n   <g id=\"line2d_10\">\n    <path clip-path=\"url(#p182434f285)\" d=\"M 472.312611 113.887109 \nL 473.415378 113.887109 \nL 474.518145 113.887109 \nL 475.620912 113.887109 \nL 476.723678 113.887109 \nL 477.826445 113.887109 \nL 478.929212 113.887109 \nL 480.031979 113.887109 \nL 481.134746 113.887109 \nL 482.237512 113.887109 \nL 483.340279 113.887109 \nL 484.443046 113.887109 \nL 485.545813 113.887109 \nL 486.64858 113.887109 \nL 487.751346 113.887109 \nL 488.854113 113.887109 \nL 489.95688 113.887109 \nL 491.059647 113.887109 \nL 492.162414 113.887109 \nL 493.26518 113.887109 \nL 494.367947 113.887109 \nL 495.470714 113.887109 \nL 496.573481 113.887109 \nL 497.676248 113.887109 \nL 498.779014 113.887109 \nL 499.881781 113.887109 \nL 500.984548 113.887109 \nL 502.087315 113.887109 \nL 503.190082 113.887109 \nL 504.292848 113.887109 \nL 505.395615 113.887109 \nL 506.498382 113.887109 \nL 507.601149 113.887109 \nL 508.703916 113.887109 \nL 509.806682 113.887109 \nL 510.909449 113.887109 \nL 512.012216 113.887109 \nL 513.114983 113.887109 \nL 514.21775 113.887109 \nL 515.320516 113.887109 \nL 516.423283 113.887109 \nL 517.52605 113.887109 \nL 518.628817 113.887109 \nL 519.731583 113.887109 \nL 520.83435 113.887109 \nL 521.937117 113.887109 \nL 523.039884 113.887109 \nL 524.142651 113.887109 \nL 525.245417 113.887109 \nL 526.348184 113.887109 \nL 527.450951 113.887109 \nL 528.553718 111.270852 \nL 529.656485 108.654596 \nL 530.759251 106.038339 \nL 531.862018 103.422082 \nL 532.964785 100.805826 \nL 534.067552 98.189569 \nL 535.170319 95.573312 \nL 536.273085 92.957055 \nL 537.375852 90.340799 \nL 538.478619 87.724542 \nL 539.581386 84.2362 \nL 540.684153 80.747858 \nL 541.786919 77.259515 \nL 542.889686 73.771173 \nL 543.992453 70.282831 \nL 545.09522 66.794489 \nL 546.197987 63.306146 \nL 547.300753 59.817804 \nL 548.40352 56.329462 \nL 549.506287 52.84112 \nL 550.609054 50.224863 \nL 551.711821 47.608606 \nL 552.814587 44.99235 \nL 553.917354 42.376093 \nL 555.020121 39.759836 \nL 556.122888 37.14358 \nL 557.225655 34.527323 \nL 558.328421 31.911066 \nL 559.431188 29.294809 \nL 560.533955 26.678553 \nL 561.636722 26.678553 \nL 562.739489 26.678553 \nL 563.842255 26.678553 \nL 564.945022 26.678553 \nL 566.047789 26.678553 \nL 567.150556 26.678553 \nL 568.253323 26.678553 \nL 569.356089 26.678553 \nL 570.458856 26.678553 \nL 571.561623 26.678553 \nL 572.66439 26.678553 \nL 573.767157 26.678553 \nL 574.869923 26.678553 \nL 575.97269 26.678553 \nL 577.075457 26.678553 \nL 578.178224 26.678553 \nL 579.280991 26.678553 \nL 580.383757 26.678553 \nL 581.486524 26.678553 \nL 582.589291 26.678553 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;\"/>\n   </g>\n   <g id=\"patch_9\">\n    <path d=\"M 466.798777 118.247537 \nL 588.103125 118.247537 \n\" style=\"fill:none;stroke:#808080;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n  </g>\n  <g id=\"axes_5\">\n   <g id=\"patch_10\">\n    <path d=\"M 30.103125 233.362831 \nL 151.407473 233.362831 \nL 151.407473 137.433419 \nL 30.103125 137.433419 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PolyCollection_5\">\n    <defs>\n     <path d=\"M 35.616959 -157.031972 \nL 35.616959 -157.031972 \nL 35.837512 -157.031972 \nL 36.058066 -157.031972 \nL 36.278619 -157.031972 \nL 36.499172 -157.031972 \nL 36.719726 -157.031972 \nL 36.940279 -157.031972 \nL 37.160833 -157.031972 \nL 37.381386 -157.031972 \nL 37.601939 -157.031972 \nL 37.822493 -157.031972 \nL 38.043046 -157.031972 \nL 38.263599 -157.031972 \nL 38.484153 -157.031972 \nL 38.704706 -157.031972 \nL 38.925259 -157.031972 \nL 39.145813 -157.031972 \nL 39.366366 -157.031972 \nL 39.586919 -157.031972 \nL 39.807473 -157.031972 \nL 40.028026 -157.031972 \nL 40.24858 -157.031972 \nL 40.469133 -157.031972 \nL 40.689686 -157.031972 \nL 40.91024 -157.031972 \nL 41.130793 -157.031972 \nL 41.351346 -157.031972 \nL 41.5719 -157.031972 \nL 41.792453 -157.031972 \nL 42.013006 -157.031972 \nL 42.23356 -157.031972 \nL 42.454113 -157.031972 \nL 42.674667 -157.031972 \nL 42.89522 -157.031972 \nL 43.115773 -157.031972 \nL 43.336327 -157.031972 \nL 43.55688 -157.031972 \nL 43.777433 -157.031972 \nL 43.997987 -157.031972 \nL 44.21854 -157.031972 \nL 44.439093 -157.031972 \nL 44.659647 -157.031972 \nL 44.8802 -157.031972 \nL 45.100753 -157.031972 \nL 45.321307 -157.031972 \nL 45.54186 -157.031972 \nL 45.762414 -157.031972 \nL 45.982967 -157.031972 \nL 46.20352 -157.031972 \nL 46.424074 -157.031972 \nL 46.644627 -157.031972 \nL 46.86518 -157.031972 \nL 47.085734 -157.031972 \nL 47.306287 -157.031972 \nL 47.52684 -157.031972 \nL 47.747394 -157.031972 \nL 47.967947 -157.031972 \nL 48.1885 -157.031972 \nL 48.409054 -157.031972 \nL 48.629607 -157.031972 \nL 48.850161 -157.031972 \nL 49.070714 -157.031972 \nL 49.291267 -157.031972 \nL 49.511821 -157.031972 \nL 49.732374 -157.031972 \nL 49.952927 -157.031972 \nL 50.173481 -157.031972 \nL 50.394034 -157.031972 \nL 50.614587 -157.031972 \nL 50.835141 -157.031972 \nL 51.055694 -157.031972 \nL 51.276248 -157.031972 \nL 51.496801 -157.031972 \nL 51.717354 -157.031972 \nL 51.937908 -157.031972 \nL 52.158461 -157.031972 \nL 52.379014 -157.031972 \nL 52.599568 -157.031972 \nL 52.820121 -157.031972 \nL 53.040674 -157.031972 \nL 53.261228 -157.031972 \nL 53.481781 -157.031972 \nL 53.702334 -157.031972 \nL 53.922888 -157.031972 \nL 54.143441 -157.031972 \nL 54.363995 -157.031972 \nL 54.584548 -157.031972 \nL 54.805101 -157.031972 \nL 55.025655 -157.031972 \nL 55.246208 -157.031972 \nL 55.466761 -157.031972 \nL 55.687315 -157.031972 \nL 55.907868 -157.031972 \nL 56.128421 -157.031972 \nL 56.348975 -157.031972 \nL 56.569528 -157.031972 \nL 56.790082 -157.031972 \nL 57.010635 -157.031972 \nL 57.231188 -157.031972 \nL 57.451742 -157.031972 \nL 57.672295 -157.031972 \nL 57.892848 -157.031972 \nL 58.113402 -157.031972 \nL 58.333955 -157.031972 \nL 58.554508 -157.031972 \nL 58.775062 -157.031972 \nL 58.995615 -157.031972 \nL 59.216168 -157.031972 \nL 59.436722 -157.031972 \nL 59.657275 -157.031972 \nL 59.877829 -157.031972 \nL 60.098382 -157.031972 \nL 60.318935 -157.031972 \nL 60.539489 -157.031972 \nL 60.760042 -157.031972 \nL 60.980595 -157.031972 \nL 61.201149 -157.031972 \nL 61.421702 -157.031972 \nL 61.642255 -157.031972 \nL 61.862809 -157.031972 \nL 62.083362 -157.031972 \nL 62.303916 -157.031972 \nL 62.524469 -157.031972 \nL 62.745022 -157.031972 \nL 62.965576 -157.031972 \nL 63.186129 -157.031972 \nL 63.406682 -157.031972 \nL 63.627236 -157.031972 \nL 63.847789 -157.031972 \nL 64.068342 -157.031972 \nL 64.288896 -157.031972 \nL 64.509449 -157.031972 \nL 64.730002 -157.031972 \nL 64.950556 -157.031972 \nL 65.171109 -157.031972 \nL 65.391663 -157.031972 \nL 65.612216 -157.031972 \nL 65.832769 -157.031972 \nL 66.053323 -157.031972 \nL 66.273876 -157.031972 \nL 66.494429 -157.031972 \nL 66.714983 -157.031972 \nL 66.935536 -157.031972 \nL 67.156089 -157.031972 \nL 67.376643 -157.031972 \nL 67.597196 -157.031972 \nL 67.81775 -157.031972 \nL 68.038303 -157.031972 \nL 68.258856 -157.031972 \nL 68.47941 -157.031972 \nL 68.699963 -157.031972 \nL 68.920516 -157.031972 \nL 69.14107 -157.031972 \nL 69.361623 -157.031972 \nL 69.582176 -157.031972 \nL 69.80273 -157.031972 \nL 70.023283 -157.031972 \nL 70.243836 -157.031972 \nL 70.46439 -157.031972 \nL 70.684943 -157.031972 \nL 70.905497 -157.031972 \nL 71.12605 -157.031972 \nL 71.346603 -157.031972 \nL 71.567157 -157.031972 \nL 71.78771 -157.031972 \nL 72.008263 -157.031972 \nL 72.228817 -157.031972 \nL 72.44937 -157.031972 \nL 72.669923 -157.031972 \nL 72.890477 -157.031972 \nL 73.11103 -157.031972 \nL 73.331583 -157.031972 \nL 73.552137 -157.031972 \nL 73.77269 -157.031972 \nL 73.993244 -157.031972 \nL 74.213797 -157.031972 \nL 74.43435 -157.031972 \nL 74.654904 -157.031972 \nL 74.875457 -157.031972 \nL 75.09601 -157.031972 \nL 75.316564 -157.031972 \nL 75.537117 -157.031972 \nL 75.75767 -157.031972 \nL 75.978224 -157.031972 \nL 76.198777 -157.031972 \nL 76.419331 -157.031972 \nL 76.639884 -157.031972 \nL 76.860437 -157.031972 \nL 77.080991 -157.031972 \nL 77.301544 -157.031972 \nL 77.522097 -157.031972 \nL 77.742651 -157.031972 \nL 77.963204 -157.031972 \nL 78.183757 -157.031972 \nL 78.404311 -157.031972 \nL 78.624864 -157.031972 \nL 78.845417 -157.031972 \nL 79.065971 -157.031972 \nL 79.286524 -157.031972 \nL 79.507078 -157.031972 \nL 79.727631 -157.031972 \nL 79.948184 -157.031972 \nL 80.168738 -157.031972 \nL 80.389291 -157.031972 \nL 80.609844 -157.031972 \nL 80.830398 -157.031972 \nL 81.050951 -157.031972 \nL 81.271504 -157.031972 \nL 81.492058 -157.031972 \nL 81.712611 -157.031972 \nL 81.933165 -157.031972 \nL 82.153718 -157.031972 \nL 82.374271 -157.031972 \nL 82.594825 -157.031972 \nL 82.815378 -157.031972 \nL 83.035931 -157.031972 \nL 83.256485 -157.031972 \nL 83.477038 -157.031972 \nL 83.697591 -157.031972 \nL 83.918145 -157.031972 \nL 84.138698 -157.031972 \nL 84.359251 -157.031972 \nL 84.579805 -157.031972 \nL 84.800358 -157.031972 \nL 85.020912 -157.031972 \nL 85.241465 -157.031972 \nL 85.462018 -157.031972 \nL 85.682572 -157.031972 \nL 85.903125 -157.031972 \nL 86.123678 -157.031972 \nL 86.344232 -157.031972 \nL 86.564785 -157.031972 \nL 86.785338 -157.031972 \nL 87.005892 -157.031972 \nL 87.226445 -157.031972 \nL 87.446999 -157.031972 \nL 87.667552 -157.031972 \nL 87.888105 -157.031972 \nL 88.108659 -157.031972 \nL 88.329212 -157.031972 \nL 88.549765 -157.031972 \nL 88.770319 -157.031972 \nL 88.990872 -157.031972 \nL 89.211425 -157.031972 \nL 89.431979 -157.031972 \nL 89.652532 -157.031972 \nL 89.873085 -157.031972 \nL 90.093639 -157.031972 \nL 90.314192 -157.031972 \nL 90.534746 -157.031972 \nL 90.755299 -157.031972 \nL 90.975852 -157.031972 \nL 91.196406 -157.031972 \nL 91.416959 -157.031972 \nL 91.637512 -157.031972 \nL 91.858066 -157.031972 \nL 92.078619 -157.031972 \nL 92.299172 -157.031972 \nL 92.519726 -157.031972 \nL 92.740279 -157.031972 \nL 92.960833 -157.031972 \nL 93.181386 -157.031972 \nL 93.401939 -157.031972 \nL 93.622493 -157.031972 \nL 93.843046 -157.031972 \nL 94.063599 -157.031972 \nL 94.284153 -157.031972 \nL 94.504706 -157.031972 \nL 94.725259 -157.031972 \nL 94.945813 -157.031972 \nL 95.166366 -157.031972 \nL 95.386919 -157.031972 \nL 95.607473 -157.031972 \nL 95.828026 -157.031972 \nL 96.04858 -157.031972 \nL 96.269133 -157.031972 \nL 96.489686 -157.031972 \nL 96.71024 -157.031972 \nL 96.930793 -157.031972 \nL 97.151346 -157.031972 \nL 97.3719 -157.031972 \nL 97.592453 -157.031972 \nL 97.813006 -157.031972 \nL 98.03356 -157.031972 \nL 98.254113 -157.031972 \nL 98.474667 -157.031972 \nL 98.69522 -157.031972 \nL 98.915773 -157.031972 \nL 99.136327 -157.031972 \nL 99.35688 -157.031972 \nL 99.577433 -157.031972 \nL 99.797987 -157.031972 \nL 100.01854 -157.031972 \nL 100.239093 -157.031972 \nL 100.459647 -157.031972 \nL 100.6802 -157.031972 \nL 100.900753 -157.031972 \nL 101.121307 -157.031972 \nL 101.34186 -157.031972 \nL 101.562414 -157.031972 \nL 101.782967 -157.031972 \nL 102.00352 -157.031972 \nL 102.224074 -157.031972 \nL 102.444627 -157.031972 \nL 102.66518 -157.031972 \nL 102.885734 -157.031972 \nL 103.106287 -157.031972 \nL 103.32684 -157.031972 \nL 103.547394 -157.031972 \nL 103.767947 -157.031972 \nL 103.9885 -157.031972 \nL 104.209054 -157.031972 \nL 104.429607 -157.031972 \nL 104.650161 -157.031972 \nL 104.870714 -157.031972 \nL 105.091267 -157.031972 \nL 105.311821 -157.031972 \nL 105.532374 -157.031972 \nL 105.752927 -157.031972 \nL 105.973481 -157.031972 \nL 106.194034 -157.031972 \nL 106.414587 -157.031972 \nL 106.635141 -157.031972 \nL 106.855694 -157.031972 \nL 107.076248 -157.031972 \nL 107.296801 -157.031972 \nL 107.517354 -157.031972 \nL 107.737908 -157.031972 \nL 107.958461 -157.031972 \nL 108.179014 -157.031972 \nL 108.399568 -157.031972 \nL 108.620121 -157.031972 \nL 108.840674 -157.031972 \nL 109.061228 -157.031972 \nL 109.281781 -157.031972 \nL 109.502334 -157.031972 \nL 109.722888 -157.031972 \nL 109.943441 -157.031972 \nL 110.163995 -157.031972 \nL 110.384548 -157.031972 \nL 110.605101 -157.031972 \nL 110.825655 -157.031972 \nL 111.046208 -157.031972 \nL 111.266761 -157.031972 \nL 111.487315 -157.031972 \nL 111.707868 -157.031972 \nL 111.928421 -157.031972 \nL 112.148975 -157.031972 \nL 112.369528 -157.031972 \nL 112.590082 -157.031972 \nL 112.810635 -157.031972 \nL 113.031188 -157.031972 \nL 113.251742 -157.031972 \nL 113.472295 -157.031972 \nL 113.692848 -157.031972 \nL 113.913402 -157.031972 \nL 114.133955 -157.031972 \nL 114.354508 -157.031972 \nL 114.575062 -157.031972 \nL 114.795615 -157.031972 \nL 115.016168 -157.031972 \nL 115.236722 -157.031972 \nL 115.457275 -157.031972 \nL 115.677829 -157.031972 \nL 115.898382 -157.031972 \nL 116.118935 -157.031972 \nL 116.339489 -157.031972 \nL 116.560042 -157.031972 \nL 116.780595 -157.031972 \nL 117.001149 -157.031972 \nL 117.221702 -157.031972 \nL 117.442255 -157.031972 \nL 117.662809 -157.031972 \nL 117.883362 -157.031972 \nL 118.103916 -157.031972 \nL 118.324469 -157.031972 \nL 118.545022 -157.031972 \nL 118.765576 -157.031972 \nL 118.986129 -157.031972 \nL 119.206682 -157.031972 \nL 119.427236 -157.031972 \nL 119.647789 -157.031972 \nL 119.868342 -157.031972 \nL 120.088896 -157.031972 \nL 120.309449 -157.031972 \nL 120.530002 -157.031972 \nL 120.750556 -157.031972 \nL 120.971109 -157.031972 \nL 121.191663 -157.031972 \nL 121.412216 -157.031972 \nL 121.632769 -157.031972 \nL 121.853323 -157.031972 \nL 122.073876 -157.031972 \nL 122.294429 -157.031972 \nL 122.514983 -157.031972 \nL 122.735536 -157.031972 \nL 122.956089 -157.031972 \nL 123.176643 -157.031972 \nL 123.397196 -157.031972 \nL 123.61775 -157.031972 \nL 123.838303 -157.031972 \nL 124.058856 -157.031972 \nL 124.27941 -157.031972 \nL 124.499963 -157.031972 \nL 124.720516 -157.031972 \nL 124.94107 -157.031972 \nL 125.161623 -157.031972 \nL 125.382176 -157.031972 \nL 125.60273 -157.031972 \nL 125.823283 -157.031972 \nL 126.043836 -157.031972 \nL 126.26439 -157.031972 \nL 126.484943 -157.031972 \nL 126.705497 -157.031972 \nL 126.92605 -157.031972 \nL 127.146603 -157.031972 \nL 127.367157 -157.031972 \nL 127.58771 -157.031972 \nL 127.808263 -157.031972 \nL 128.028817 -157.031972 \nL 128.24937 -157.031972 \nL 128.469923 -157.031972 \nL 128.690477 -157.031972 \nL 128.91103 -157.031972 \nL 129.131583 -157.031972 \nL 129.352137 -157.031972 \nL 129.57269 -157.031972 \nL 129.793244 -157.031972 \nL 130.013797 -157.031972 \nL 130.23435 -157.031972 \nL 130.454904 -157.031972 \nL 130.675457 -157.031972 \nL 130.89601 -157.031972 \nL 131.116564 -157.031972 \nL 131.337117 -157.031972 \nL 131.55767 -157.031972 \nL 131.778224 -157.031972 \nL 131.998777 -157.031972 \nL 132.219331 -157.031972 \nL 132.439884 -157.031972 \nL 132.660437 -157.031972 \nL 132.880991 -157.031972 \nL 133.101544 -157.031972 \nL 133.322097 -157.031972 \nL 133.542651 -157.031972 \nL 133.763204 -157.031972 \nL 133.983757 -157.031972 \nL 134.204311 -157.031972 \nL 134.424864 -157.031972 \nL 134.645417 -157.031972 \nL 134.865971 -157.031972 \nL 135.086524 -157.031972 \nL 135.307078 -157.031972 \nL 135.527631 -157.031972 \nL 135.748184 -157.031972 \nL 135.968738 -157.031972 \nL 136.189291 -157.031972 \nL 136.409844 -157.031972 \nL 136.630398 -157.031972 \nL 136.850951 -157.031972 \nL 137.071504 -157.031972 \nL 137.292058 -157.031972 \nL 137.512611 -157.031972 \nL 137.733165 -157.031972 \nL 137.953718 -157.031972 \nL 138.174271 -157.031972 \nL 138.394825 -157.031972 \nL 138.615378 -157.031972 \nL 138.835931 -157.031972 \nL 139.056485 -157.031972 \nL 139.277038 -157.031972 \nL 139.497591 -157.031972 \nL 139.718145 -157.031972 \nL 139.938698 -157.031972 \nL 140.159251 -157.031972 \nL 140.379805 -157.031972 \nL 140.600358 -157.031972 \nL 140.820912 -157.031972 \nL 141.041465 -157.031972 \nL 141.262018 -157.031972 \nL 141.482572 -157.031972 \nL 141.703125 -157.031972 \nL 141.923678 -157.031972 \nL 142.144232 -157.031972 \nL 142.364785 -157.031972 \nL 142.585338 -157.031972 \nL 142.805892 -157.031972 \nL 143.026445 -157.031972 \nL 143.246999 -157.031972 \nL 143.467552 -157.031972 \nL 143.688105 -157.031972 \nL 143.908659 -157.031972 \nL 144.129212 -157.031972 \nL 144.349765 -157.031972 \nL 144.570319 -157.031972 \nL 144.790872 -157.031972 \nL 145.011425 -157.031972 \nL 145.231979 -157.031972 \nL 145.452532 -157.031972 \nL 145.673085 -157.031972 \nL 145.893639 -157.031972 \nL 145.893639 -157.031972 \nL 145.893639 -157.031972 \nL 145.673085 -157.031972 \nL 145.452532 -157.031972 \nL 145.231979 -157.031972 \nL 145.011425 -157.031972 \nL 144.790872 -157.031972 \nL 144.570319 -157.031972 \nL 144.349765 -157.031972 \nL 144.129212 -157.031972 \nL 143.908659 -157.031972 \nL 143.688105 -157.031972 \nL 143.467552 -157.031972 \nL 143.246999 -157.031972 \nL 143.026445 -157.031972 \nL 142.805892 -157.031972 \nL 142.585338 -157.031972 \nL 142.364785 -157.031972 \nL 142.144232 -157.031972 \nL 141.923678 -157.031972 \nL 141.703125 -157.031972 \nL 141.482572 -157.031972 \nL 141.262018 -157.031972 \nL 141.041465 -157.031972 \nL 140.820912 -157.031972 \nL 140.600358 -157.031972 \nL 140.379805 -157.031972 \nL 140.159251 -157.031972 \nL 139.938698 -157.031972 \nL 139.718145 -157.031972 \nL 139.497591 -157.031972 \nL 139.277038 -157.031972 \nL 139.056485 -157.031972 \nL 138.835931 -157.031972 \nL 138.615378 -157.031972 \nL 138.394825 -157.031972 \nL 138.174271 -157.031972 \nL 137.953718 -157.031972 \nL 137.733165 -157.031972 \nL 137.512611 -157.031972 \nL 137.292058 -157.031972 \nL 137.071504 -157.031972 \nL 136.850951 -157.031972 \nL 136.630398 -157.031972 \nL 136.409844 -157.031972 \nL 136.189291 -157.031972 \nL 135.968738 -157.031972 \nL 135.748184 -157.031972 \nL 135.527631 -157.031972 \nL 135.307078 -157.031972 \nL 135.086524 -157.031972 \nL 134.865971 -157.031972 \nL 134.645417 -157.031972 \nL 134.424864 -157.031972 \nL 134.204311 -157.031972 \nL 133.983757 -157.031972 \nL 133.763204 -157.031972 \nL 133.542651 -157.031972 \nL 133.322097 -157.031972 \nL 133.101544 -157.031972 \nL 132.880991 -157.031972 \nL 132.660437 -157.031972 \nL 132.439884 -157.031972 \nL 132.219331 -157.031972 \nL 131.998777 -157.031972 \nL 131.778224 -157.031972 \nL 131.55767 -157.031972 \nL 131.337117 -157.031972 \nL 131.116564 -157.031972 \nL 130.89601 -157.031972 \nL 130.675457 -157.031972 \nL 130.454904 -157.031972 \nL 130.23435 -157.031972 \nL 130.013797 -157.031972 \nL 129.793244 -157.031972 \nL 129.57269 -157.031972 \nL 129.352137 -157.031972 \nL 129.131583 -157.031972 \nL 128.91103 -157.031972 \nL 128.690477 -157.031972 \nL 128.469923 -157.031972 \nL 128.24937 -157.031972 \nL 128.028817 -157.031972 \nL 127.808263 -157.031972 \nL 127.58771 -157.031972 \nL 127.367157 -157.031972 \nL 127.146603 -157.031972 \nL 126.92605 -157.031972 \nL 126.705497 -157.031972 \nL 126.484943 -157.031972 \nL 126.26439 -157.031972 \nL 126.043836 -157.031972 \nL 125.823283 -157.031972 \nL 125.60273 -157.031972 \nL 125.382176 -157.031972 \nL 125.161623 -157.031972 \nL 124.94107 -157.031972 \nL 124.720516 -157.031972 \nL 124.499963 -157.031972 \nL 124.27941 -157.031972 \nL 124.058856 -157.031972 \nL 123.838303 -157.031972 \nL 123.61775 -157.031972 \nL 123.397196 -157.031972 \nL 123.176643 -157.031972 \nL 122.956089 -157.031972 \nL 122.735536 -157.031972 \nL 122.514983 -157.031972 \nL 122.294429 -157.031972 \nL 122.073876 -157.031972 \nL 121.853323 -157.031972 \nL 121.632769 -157.031972 \nL 121.412216 -157.031972 \nL 121.191663 -157.031972 \nL 120.971109 -157.031972 \nL 120.750556 -157.031972 \nL 120.530002 -157.031972 \nL 120.309449 -157.031972 \nL 120.088896 -157.031972 \nL 119.868342 -157.031972 \nL 119.647789 -157.031972 \nL 119.427236 -157.031972 \nL 119.206682 -157.031972 \nL 118.986129 -157.031972 \nL 118.765576 -157.031972 \nL 118.545022 -157.031972 \nL 118.324469 -157.031972 \nL 118.103916 -157.031972 \nL 117.883362 -157.031972 \nL 117.662809 -157.031972 \nL 117.442255 -157.031972 \nL 117.221702 -157.031972 \nL 117.001149 -157.031972 \nL 116.780595 -157.031972 \nL 116.560042 -157.031972 \nL 116.339489 -157.031972 \nL 116.118935 -157.031972 \nL 115.898382 -157.031972 \nL 115.677829 -157.031972 \nL 115.457275 -157.031972 \nL 115.236722 -157.031972 \nL 115.016168 -157.031972 \nL 114.795615 -157.031972 \nL 114.575062 -157.031972 \nL 114.354508 -157.031972 \nL 114.133955 -157.031972 \nL 113.913402 -157.031972 \nL 113.692848 -157.031972 \nL 113.472295 -157.031972 \nL 113.251742 -157.031972 \nL 113.031188 -157.031972 \nL 112.810635 -157.031972 \nL 112.590082 -157.031972 \nL 112.369528 -157.031972 \nL 112.148975 -157.031972 \nL 111.928421 -157.031972 \nL 111.707868 -157.031972 \nL 111.487315 -157.031972 \nL 111.266761 -157.031972 \nL 111.046208 -157.031972 \nL 110.825655 -157.031972 \nL 110.605101 -157.031972 \nL 110.384548 -157.031972 \nL 110.163995 -157.031972 \nL 109.943441 -157.031972 \nL 109.722888 -157.031972 \nL 109.502334 -157.031972 \nL 109.281781 -157.031972 \nL 109.061228 -157.031972 \nL 108.840674 -157.031972 \nL 108.620121 -157.031972 \nL 108.399568 -157.031972 \nL 108.179014 -157.031972 \nL 107.958461 -157.031972 \nL 107.737908 -157.031972 \nL 107.517354 -157.031972 \nL 107.296801 -157.031972 \nL 107.076248 -157.031972 \nL 106.855694 -157.031972 \nL 106.635141 -157.031972 \nL 106.414587 -157.031972 \nL 106.194034 -157.031972 \nL 105.973481 -157.031972 \nL 105.752927 -157.031972 \nL 105.532374 -157.031972 \nL 105.311821 -157.031972 \nL 105.091267 -157.031972 \nL 104.870714 -157.031972 \nL 104.650161 -157.031972 \nL 104.429607 -157.031972 \nL 104.209054 -157.031972 \nL 103.9885 -157.031972 \nL 103.767947 -157.031972 \nL 103.547394 -157.031972 \nL 103.32684 -157.031972 \nL 103.106287 -157.031972 \nL 102.885734 -157.031972 \nL 102.66518 -157.031972 \nL 102.444627 -157.031972 \nL 102.224074 -157.031972 \nL 102.00352 -157.031972 \nL 101.782967 -157.031972 \nL 101.562414 -157.031972 \nL 101.34186 -157.031972 \nL 101.121307 -157.031972 \nL 100.900753 -157.031972 \nL 100.6802 -157.031972 \nL 100.459647 -157.031972 \nL 100.239093 -157.031972 \nL 100.01854 -157.031972 \nL 99.797987 -157.031972 \nL 99.577433 -157.031972 \nL 99.35688 -157.031972 \nL 99.136327 -157.031972 \nL 98.915773 -157.031972 \nL 98.69522 -157.031972 \nL 98.474667 -157.031972 \nL 98.254113 -157.031972 \nL 98.03356 -157.031972 \nL 97.813006 -157.031972 \nL 97.592453 -157.031972 \nL 97.3719 -157.031972 \nL 97.151346 -157.031972 \nL 96.930793 -157.031972 \nL 96.71024 -157.031972 \nL 96.489686 -157.031972 \nL 96.269133 -157.031972 \nL 96.04858 -157.031972 \nL 95.828026 -157.031972 \nL 95.607473 -157.031972 \nL 95.386919 -157.031972 \nL 95.166366 -157.031972 \nL 94.945813 -157.031972 \nL 94.725259 -157.031972 \nL 94.504706 -157.031972 \nL 94.284153 -157.031972 \nL 94.063599 -157.031972 \nL 93.843046 -157.031972 \nL 93.622493 -157.031972 \nL 93.401939 -157.031972 \nL 93.181386 -157.031972 \nL 92.960833 -157.031972 \nL 92.740279 -157.031972 \nL 92.519726 -157.031972 \nL 92.299172 -157.031972 \nL 92.078619 -157.031972 \nL 91.858066 -157.031972 \nL 91.637512 -157.031972 \nL 91.416959 -157.031972 \nL 91.196406 -157.031972 \nL 90.975852 -157.031972 \nL 90.755299 -157.031972 \nL 90.534746 -157.031972 \nL 90.314192 -157.031972 \nL 90.093639 -157.031972 \nL 89.873085 -157.031972 \nL 89.652532 -157.031972 \nL 89.431979 -157.031972 \nL 89.211425 -157.031972 \nL 88.990872 -157.031972 \nL 88.770319 -157.031972 \nL 88.549765 -157.031972 \nL 88.329212 -157.031972 \nL 88.108659 -157.031972 \nL 87.888105 -157.031972 \nL 87.667552 -157.031972 \nL 87.446999 -157.031972 \nL 87.226445 -157.031972 \nL 87.005892 -157.031972 \nL 86.785338 -157.031972 \nL 86.564785 -157.031972 \nL 86.344232 -157.031972 \nL 86.123678 -157.031972 \nL 85.903125 -157.031972 \nL 85.682572 -157.031972 \nL 85.462018 -157.031972 \nL 85.241465 -157.031972 \nL 85.020912 -157.031972 \nL 84.800358 -157.031972 \nL 84.579805 -157.031972 \nL 84.359251 -157.031972 \nL 84.138698 -157.031972 \nL 83.918145 -157.031972 \nL 83.697591 -157.031972 \nL 83.477038 -157.031972 \nL 83.256485 -157.031972 \nL 83.035931 -157.031972 \nL 82.815378 -157.031972 \nL 82.594825 -157.031972 \nL 82.374271 -157.031972 \nL 82.153718 -157.031972 \nL 81.933165 -157.031972 \nL 81.712611 -157.031972 \nL 81.492058 -157.031972 \nL 81.271504 -157.031972 \nL 81.050951 -157.031972 \nL 80.830398 -157.031972 \nL 80.609844 -157.031972 \nL 80.389291 -157.031972 \nL 80.168738 -157.031972 \nL 79.948184 -157.031972 \nL 79.727631 -157.031972 \nL 79.507078 -157.031972 \nL 79.286524 -157.031972 \nL 79.065971 -157.031972 \nL 78.845417 -157.031972 \nL 78.624864 -157.031972 \nL 78.404311 -157.031972 \nL 78.183757 -157.031972 \nL 77.963204 -157.031972 \nL 77.742651 -157.031972 \nL 77.522097 -157.031972 \nL 77.301544 -157.031972 \nL 77.080991 -157.031972 \nL 76.860437 -157.031972 \nL 76.639884 -157.031972 \nL 76.419331 -157.031972 \nL 76.198777 -157.031972 \nL 75.978224 -157.031972 \nL 75.75767 -157.031972 \nL 75.537117 -157.031972 \nL 75.316564 -157.031972 \nL 75.09601 -157.031972 \nL 74.875457 -157.031972 \nL 74.654904 -157.031972 \nL 74.43435 -157.031972 \nL 74.213797 -157.031972 \nL 73.993244 -157.031972 \nL 73.77269 -157.031972 \nL 73.552137 -157.031972 \nL 73.331583 -157.031972 \nL 73.11103 -157.031972 \nL 72.890477 -157.031972 \nL 72.669923 -157.031972 \nL 72.44937 -157.031972 \nL 72.228817 -157.031972 \nL 72.008263 -157.031972 \nL 71.78771 -157.031972 \nL 71.567157 -157.031972 \nL 71.346603 -157.031972 \nL 71.12605 -157.031972 \nL 70.905497 -157.031972 \nL 70.684943 -157.031972 \nL 70.46439 -157.031972 \nL 70.243836 -157.031972 \nL 70.023283 -157.031972 \nL 69.80273 -157.031972 \nL 69.582176 -157.031972 \nL 69.361623 -157.031972 \nL 69.14107 -157.031972 \nL 68.920516 -157.031972 \nL 68.699963 -157.031972 \nL 68.47941 -157.031972 \nL 68.258856 -157.031972 \nL 68.038303 -157.031972 \nL 67.81775 -157.031972 \nL 67.597196 -157.031972 \nL 67.376643 -157.031972 \nL 67.156089 -157.031972 \nL 66.935536 -157.031972 \nL 66.714983 -157.031972 \nL 66.494429 -157.031972 \nL 66.273876 -157.031972 \nL 66.053323 -157.031972 \nL 65.832769 -157.031972 \nL 65.612216 -157.031972 \nL 65.391663 -157.031972 \nL 65.171109 -157.031972 \nL 64.950556 -157.031972 \nL 64.730002 -157.031972 \nL 64.509449 -157.031972 \nL 64.288896 -157.031972 \nL 64.068342 -157.031972 \nL 63.847789 -157.031972 \nL 63.627236 -157.031972 \nL 63.406682 -157.031972 \nL 63.186129 -157.031972 \nL 62.965576 -157.031972 \nL 62.745022 -157.031972 \nL 62.524469 -157.031972 \nL 62.303916 -157.031972 \nL 62.083362 -157.031972 \nL 61.862809 -157.031972 \nL 61.642255 -157.031972 \nL 61.421702 -157.031972 \nL 61.201149 -157.031972 \nL 60.980595 -157.031972 \nL 60.760042 -157.031972 \nL 60.539489 -157.031972 \nL 60.318935 -157.031972 \nL 60.098382 -157.031972 \nL 59.877829 -157.031972 \nL 59.657275 -157.031972 \nL 59.436722 -157.031972 \nL 59.216168 -157.031972 \nL 58.995615 -157.031972 \nL 58.775062 -157.031972 \nL 58.554508 -157.031972 \nL 58.333955 -157.031972 \nL 58.113402 -157.031972 \nL 57.892848 -157.031972 \nL 57.672295 -157.031972 \nL 57.451742 -157.031972 \nL 57.231188 -157.031972 \nL 57.010635 -157.031972 \nL 56.790082 -157.031972 \nL 56.569528 -157.031972 \nL 56.348975 -157.031972 \nL 56.128421 -157.031972 \nL 55.907868 -157.031972 \nL 55.687315 -157.031972 \nL 55.466761 -157.031972 \nL 55.246208 -157.031972 \nL 55.025655 -157.031972 \nL 54.805101 -157.031972 \nL 54.584548 -157.031972 \nL 54.363995 -157.031972 \nL 54.143441 -157.031972 \nL 53.922888 -157.031972 \nL 53.702334 -157.031972 \nL 53.481781 -157.031972 \nL 53.261228 -157.031972 \nL 53.040674 -157.031972 \nL 52.820121 -157.031972 \nL 52.599568 -157.031972 \nL 52.379014 -157.031972 \nL 52.158461 -157.031972 \nL 51.937908 -157.031972 \nL 51.717354 -157.031972 \nL 51.496801 -157.031972 \nL 51.276248 -157.031972 \nL 51.055694 -157.031972 \nL 50.835141 -157.031972 \nL 50.614587 -157.031972 \nL 50.394034 -157.031972 \nL 50.173481 -157.031972 \nL 49.952927 -157.031972 \nL 49.732374 -157.031972 \nL 49.511821 -157.031972 \nL 49.291267 -157.031972 \nL 49.070714 -157.031972 \nL 48.850161 -157.031972 \nL 48.629607 -157.031972 \nL 48.409054 -157.031972 \nL 48.1885 -157.031972 \nL 47.967947 -157.031972 \nL 47.747394 -157.031972 \nL 47.52684 -157.031972 \nL 47.306287 -157.031972 \nL 47.085734 -157.031972 \nL 46.86518 -157.031972 \nL 46.644627 -157.031972 \nL 46.424074 -157.031972 \nL 46.20352 -157.031972 \nL 45.982967 -157.031972 \nL 45.762414 -157.031972 \nL 45.54186 -157.031972 \nL 45.321307 -157.031972 \nL 45.100753 -157.031972 \nL 44.8802 -157.031972 \nL 44.659647 -157.031972 \nL 44.439093 -157.031972 \nL 44.21854 -157.031972 \nL 43.997987 -157.031972 \nL 43.777433 -157.031972 \nL 43.55688 -157.031972 \nL 43.336327 -157.031972 \nL 43.115773 -157.031972 \nL 42.89522 -157.031972 \nL 42.674667 -157.031972 \nL 42.454113 -157.031972 \nL 42.23356 -157.031972 \nL 42.013006 -157.031972 \nL 41.792453 -157.031972 \nL 41.5719 -157.031972 \nL 41.351346 -157.031972 \nL 41.130793 -157.031972 \nL 40.91024 -157.031972 \nL 40.689686 -157.031972 \nL 40.469133 -157.031972 \nL 40.24858 -157.031972 \nL 40.028026 -157.031972 \nL 39.807473 -157.031972 \nL 39.586919 -157.031972 \nL 39.366366 -157.031972 \nL 39.145813 -157.031972 \nL 38.925259 -157.031972 \nL 38.704706 -157.031972 \nL 38.484153 -157.031972 \nL 38.263599 -157.031972 \nL 38.043046 -157.031972 \nL 37.822493 -157.031972 \nL 37.601939 -157.031972 \nL 37.381386 -157.031972 \nL 37.160833 -157.031972 \nL 36.940279 -157.031972 \nL 36.719726 -157.031972 \nL 36.499172 -157.031972 \nL 36.278619 -157.031972 \nL 36.058066 -157.031972 \nL 35.837512 -157.031972 \nL 35.616959 -157.031972 \nz\n\" id=\"m0c9312c9b8\" style=\"stroke:#808080;stroke-opacity:0.7;\"/>\n    </defs>\n    <g clip-path=\"url(#pa727f78e5b)\">\n     <use style=\"fill:#808080;fill-opacity:0.7;stroke:#808080;stroke-opacity:0.7;\" x=\"0\" xlink:href=\"#m0c9312c9b8\" y=\"386.034375\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_3\">\n    <g id=\"xtick_1\">\n     <g id=\"line2d_11\">\n      <defs>\n       <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"m94fce3ce33\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.672295\" xlink:href=\"#m94fce3ce33\" y=\"233.362831\"/>\n      </g>\n     </g>\n     <g id=\"text_10\">\n      <!-- 160 -->\n      <g transform=\"translate(48.128545 247.961268)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 2113 2584 \nQ 1688 2584 1439 2293 \nQ 1191 2003 1191 1497 \nQ 1191 994 1439 701 \nQ 1688 409 2113 409 \nQ 2538 409 2786 701 \nQ 3034 994 3034 1497 \nQ 3034 2003 2786 2293 \nQ 2538 2584 2113 2584 \nz\nM 3366 4563 \nL 3366 3988 \nQ 3128 4100 2886 4159 \nQ 2644 4219 2406 4219 \nQ 1781 4219 1451 3797 \nQ 1122 3375 1075 2522 \nQ 1259 2794 1537 2939 \nQ 1816 3084 2150 3084 \nQ 2853 3084 3261 2657 \nQ 3669 2231 3669 1497 \nQ 3669 778 3244 343 \nQ 2819 -91 2113 -91 \nQ 1303 -91 875 529 \nQ 447 1150 447 2328 \nQ 447 3434 972 4092 \nQ 1497 4750 2381 4750 \nQ 2619 4750 2861 4703 \nQ 3103 4656 3366 4563 \nz\n\" id=\"DejaVuSans-36\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-36\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_2\">\n     <g id=\"line2d_12\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"101.782967\" xlink:href=\"#m94fce3ce33\" y=\"233.362831\"/>\n      </g>\n     </g>\n     <g id=\"text_11\">\n      <!-- 180 -->\n      <g transform=\"translate(92.239217 247.961268)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 2034 2216 \nQ 1584 2216 1326 1975 \nQ 1069 1734 1069 1313 \nQ 1069 891 1326 650 \nQ 1584 409 2034 409 \nQ 2484 409 2743 651 \nQ 3003 894 3003 1313 \nQ 3003 1734 2745 1975 \nQ 2488 2216 2034 2216 \nz\nM 1403 2484 \nQ 997 2584 770 2862 \nQ 544 3141 544 3541 \nQ 544 4100 942 4425 \nQ 1341 4750 2034 4750 \nQ 2731 4750 3128 4425 \nQ 3525 4100 3525 3541 \nQ 3525 3141 3298 2862 \nQ 3072 2584 2669 2484 \nQ 3125 2378 3379 2068 \nQ 3634 1759 3634 1313 \nQ 3634 634 3220 271 \nQ 2806 -91 2034 -91 \nQ 1263 -91 848 271 \nQ 434 634 434 1313 \nQ 434 1759 690 2068 \nQ 947 2378 1403 2484 \nz\nM 1172 3481 \nQ 1172 3119 1398 2916 \nQ 1625 2713 2034 2713 \nQ 2441 2713 2670 2916 \nQ 2900 3119 2900 3481 \nQ 2900 3844 2670 4047 \nQ 2441 4250 2034 4250 \nQ 1625 4250 1398 4047 \nQ 1172 3844 1172 3481 \nz\n\" id=\"DejaVuSans-38\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-38\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_3\">\n     <g id=\"line2d_13\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"145.893639\" xlink:href=\"#m94fce3ce33\" y=\"233.362831\"/>\n      </g>\n     </g>\n     <g id=\"text_12\">\n      <!-- 200 -->\n      <g transform=\"translate(136.349889 247.961268)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 1228 531 \nL 3431 531 \nL 3431 0 \nL 469 0 \nL 469 531 \nQ 828 903 1448 1529 \nQ 2069 2156 2228 2338 \nQ 2531 2678 2651 2914 \nQ 2772 3150 2772 3378 \nQ 2772 3750 2511 3984 \nQ 2250 4219 1831 4219 \nQ 1534 4219 1204 4116 \nQ 875 4013 500 3803 \nL 500 4441 \nQ 881 4594 1212 4672 \nQ 1544 4750 1819 4750 \nQ 2544 4750 2975 4387 \nQ 3406 4025 3406 3419 \nQ 3406 3131 3298 2873 \nQ 3191 2616 2906 2266 \nQ 2828 2175 2409 1742 \nQ 1991 1309 1228 531 \nz\n\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-32\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_4\">\n    <g id=\"ytick_7\">\n     <g id=\"line2d_14\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m3fea3efe07\" y=\"229.002403\"/>\n      </g>\n     </g>\n     <g id=\"text_13\">\n      <!-- 0.0 -->\n      <g transform=\"translate(7.2 232.801622)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_8\">\n     <g id=\"line2d_15\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m3fea3efe07\" y=\"185.398125\"/>\n      </g>\n     </g>\n     <g id=\"text_14\">\n      <!-- 0.5 -->\n      <g transform=\"translate(7.2 189.197344)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_9\">\n     <g id=\"line2d_16\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"30.103125\" xlink:href=\"#m3fea3efe07\" y=\"141.793847\"/>\n      </g>\n     </g>\n     <g id=\"text_15\">\n      <!-- 1.0 -->\n      <g transform=\"translate(7.2 145.593066)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n   </g>\n   <g id=\"LineCollection_4\">\n    <path clip-path=\"url(#pa727f78e5b)\" d=\"M 123.838303 229.002403 \nL 123.838303 141.793847 \n\" style=\"fill:none;stroke:#ff0000;stroke-width:2;\"/>\n   </g>\n   <g id=\"line2d_17\">\n    <path clip-path=\"url(#pa727f78e5b)\" d=\"M 35.616959 141.793847 \nL 46.644627 141.793847 \nL 57.892848 159.758809 \nL 79.948184 211.909526 \nL 90.755299 229.002403 \nL 145.893639 229.002403 \nL 145.893639 229.002403 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;\"/>\n   </g>\n   <g id=\"patch_11\">\n    <path d=\"M 30.103125 233.362831 \nL 151.407473 233.362831 \n\" style=\"fill:none;stroke:#808080;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n  </g>\n  <g id=\"axes_6\">\n   <g id=\"patch_12\">\n    <path d=\"M 175.668342 233.362831 \nL 296.97269 233.362831 \nL 296.97269 137.433419 \nL 175.668342 137.433419 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PolyCollection_6\">\n    <defs>\n     <path d=\"M 181.182176 -157.031972 \nL 181.182176 -157.031972 \nL 193.435141 -157.031972 \nL 205.688105 -157.031972 \nL 205.688105 -157.031972 \nL 216.715773 -157.031972 \nL 217.94107 -157.031972 \nL 219.166366 -157.031972 \nL 220.391663 -157.031972 \nL 222.842255 -157.031972 \nL 224.067552 -157.031972 \nL 230.194034 -157.031972 \nL 242.446999 -157.031972 \nL 254.699963 -157.031972 \nL 254.699963 -157.031972 \nL 266.952927 -157.031972 \nL 279.205892 -157.031972 \nL 291.458856 -157.031972 \nL 291.458856 -157.031972 \nL 291.458856 -157.031972 \nL 279.205892 -157.031972 \nL 266.952927 -157.031972 \nL 254.699963 -157.031972 \nL 254.699963 -157.031972 \nL 242.446999 -157.031972 \nL 230.194034 -157.031972 \nL 224.067552 -157.031972 \nL 222.842255 -157.031972 \nL 220.391663 -157.031972 \nL 219.166366 -157.031972 \nL 217.94107 -157.031972 \nL 216.715773 -157.031972 \nL 205.688105 -157.031972 \nL 205.688105 -157.031972 \nL 193.435141 -157.031972 \nL 181.182176 -157.031972 \nz\n\" id=\"m5313c5270c\" style=\"stroke:#808080;stroke-opacity:0.7;\"/>\n    </defs>\n    <g clip-path=\"url(#pbb9a8f6ac3)\">\n     <use style=\"fill:#808080;fill-opacity:0.7;stroke:#808080;stroke-opacity:0.7;\" x=\"0\" xlink:href=\"#m5313c5270c\" y=\"386.034375\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_5\">\n    <g id=\"xtick_4\">\n     <g id=\"line2d_18\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"199.561623\" xlink:href=\"#m94fce3ce33\" y=\"233.362831\"/>\n      </g>\n     </g>\n     <g id=\"text_16\">\n      <!-- 0.25 -->\n      <g transform=\"translate(188.428811 247.961268)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-32\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_5\">\n     <g id=\"line2d_19\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"230.194034\" xlink:href=\"#m94fce3ce33\" y=\"233.362831\"/>\n      </g>\n     </g>\n     <g id=\"text_17\">\n      <!-- 0.50 -->\n      <g transform=\"translate(219.061222 247.961268)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_6\">\n     <g id=\"line2d_20\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"260.826445\" xlink:href=\"#m94fce3ce33\" y=\"233.362831\"/>\n      </g>\n     </g>\n     <g id=\"text_18\">\n      <!-- 0.75 -->\n      <g transform=\"translate(249.693633 247.961268)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 525 4666 \nL 3525 4666 \nL 3525 4397 \nL 1831 0 \nL 1172 0 \nL 2766 4134 \nL 525 4134 \nL 525 4666 \nz\n\" id=\"DejaVuSans-37\" transform=\"scale(0.015625)\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-37\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_7\">\n     <g id=\"line2d_21\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"291.458856\" xlink:href=\"#m94fce3ce33\" y=\"233.362831\"/>\n      </g>\n     </g>\n     <g id=\"text_19\">\n      <!-- 1.00 -->\n      <g transform=\"translate(280.326044 247.961268)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n   </g>\n   <g id=\"LineCollection_5\">\n    <path clip-path=\"url(#pbb9a8f6ac3)\" d=\"M 216.715773 229.002403 \nL 216.715773 141.793847 \n\" style=\"fill:none;stroke:#ff0000;stroke-width:2;\"/>\n   </g>\n   <g id=\"line2d_22\">\n    <path clip-path=\"url(#pbb9a8f6ac3)\" d=\"M 181.182176 229.002403 \nL 193.435141 229.002403 \nL 205.688105 229.002403 \nL 205.688105 229.002403 \nL 216.715773 229.002403 \nL 217.94107 229.002403 \nL 219.166366 229.002403 \nL 220.391663 229.002403 \nL 222.842255 229.002403 \nL 224.067552 202.839836 \nL 230.194034 167.956414 \nL 242.446999 154.87513 \nL 254.699963 141.793847 \nL 254.699963 141.793847 \nL 266.952927 141.793847 \nL 279.205892 141.793847 \nL 291.458856 141.793847 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;\"/>\n   </g>\n   <g id=\"patch_13\">\n    <path d=\"M 175.668342 233.362831 \nL 296.97269 233.362831 \n\" style=\"fill:none;stroke:#808080;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n  </g>\n  <g id=\"axes_7\">\n   <g id=\"patch_14\">\n    <path d=\"M 321.23356 233.362831 \nL 442.537908 233.362831 \nL 442.537908 137.433419 \nL 321.23356 137.433419 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PolyCollection_7\">\n    <defs>\n     <path d=\"M 326.747394 -157.031972 \nL 326.747394 -157.031972 \nL 327.850161 -157.031972 \nL 328.952927 -157.031972 \nL 330.055694 -157.031972 \nL 331.158461 -157.031972 \nL 332.261228 -157.031972 \nL 333.363995 -157.031972 \nL 334.466761 -157.031972 \nL 335.569528 -157.031972 \nL 336.672295 -157.031972 \nL 337.775062 -157.031972 \nL 338.877829 -157.031972 \nL 339.980595 -157.031972 \nL 341.083362 -157.031972 \nL 342.186129 -157.031972 \nL 343.288896 -157.031972 \nL 344.391663 -157.031972 \nL 345.494429 -157.031972 \nL 346.597196 -157.031972 \nL 347.699963 -157.031972 \nL 348.80273 -157.031972 \nL 349.905497 -157.031972 \nL 351.008263 -157.031972 \nL 352.11103 -157.031972 \nL 353.213797 -157.031972 \nL 354.316564 -157.031972 \nL 355.419331 -157.031972 \nL 356.522097 -157.031972 \nL 357.624864 -157.031972 \nL 358.727631 -157.031972 \nL 359.830398 -157.031972 \nL 360.933165 -157.031972 \nL 362.035931 -157.031972 \nL 363.138698 -157.031972 \nL 364.241465 -157.031972 \nL 365.344232 -157.031972 \nL 366.446999 -157.031972 \nL 367.549765 -157.031972 \nL 368.652532 -157.031972 \nL 369.755299 -157.031972 \nL 370.858066 -157.031972 \nL 371.960833 -157.031972 \nL 373.063599 -157.031972 \nL 374.166366 -157.031972 \nL 375.269133 -157.031972 \nL 376.3719 -157.031972 \nL 377.474667 -157.031972 \nL 378.577433 -157.031972 \nL 379.6802 -157.031972 \nL 380.782967 -157.031972 \nL 381.885734 -157.031972 \nL 382.9885 -157.031972 \nL 384.091267 -157.031972 \nL 385.194034 -157.031972 \nL 386.296801 -157.031972 \nL 387.399568 -157.031972 \nL 388.502334 -157.031972 \nL 389.605101 -157.031972 \nL 390.707868 -157.031972 \nL 391.810635 -157.031972 \nL 392.913402 -157.031972 \nL 394.016168 -157.031972 \nL 395.118935 -157.031972 \nL 396.221702 -157.031972 \nL 397.324469 -157.031972 \nL 398.427236 -157.031972 \nL 399.530002 -157.031972 \nL 400.632769 -157.031972 \nL 401.735536 -157.031972 \nL 402.838303 -157.031972 \nL 403.94107 -157.031972 \nL 405.043836 -157.031972 \nL 406.146603 -157.031972 \nL 407.24937 -157.031972 \nL 408.352137 -157.031972 \nL 409.454904 -157.031972 \nL 410.55767 -157.031972 \nL 411.660437 -157.031972 \nL 412.763204 -157.031972 \nL 413.865971 -157.031972 \nL 414.968738 -157.031972 \nL 416.071504 -157.031972 \nL 417.174271 -157.031972 \nL 418.277038 -157.031972 \nL 419.379805 -157.031972 \nL 420.482572 -157.031972 \nL 421.585338 -157.031972 \nL 422.688105 -157.031972 \nL 423.790872 -157.031972 \nL 424.893639 -157.031972 \nL 425.996406 -157.031972 \nL 427.099172 -157.031972 \nL 428.201939 -157.031972 \nL 429.304706 -157.031972 \nL 430.407473 -157.031972 \nL 431.51024 -157.031972 \nL 432.613006 -157.031972 \nL 433.715773 -157.031972 \nL 434.81854 -157.031972 \nL 435.921307 -157.031972 \nL 437.024074 -157.031972 \nL 437.024074 -157.031972 \nL 437.024074 -157.031972 \nL 435.921307 -157.031972 \nL 434.81854 -157.031972 \nL 433.715773 -157.031972 \nL 432.613006 -157.031972 \nL 431.51024 -157.031972 \nL 430.407473 -157.031972 \nL 429.304706 -157.031972 \nL 428.201939 -157.031972 \nL 427.099172 -157.031972 \nL 425.996406 -157.031972 \nL 424.893639 -157.031972 \nL 423.790872 -157.031972 \nL 422.688105 -157.031972 \nL 421.585338 -157.031972 \nL 420.482572 -157.031972 \nL 419.379805 -157.031972 \nL 418.277038 -157.031972 \nL 417.174271 -157.031972 \nL 416.071504 -157.031972 \nL 414.968738 -157.031972 \nL 413.865971 -157.031972 \nL 412.763204 -157.031972 \nL 411.660437 -157.031972 \nL 410.55767 -157.031972 \nL 409.454904 -157.031972 \nL 408.352137 -157.031972 \nL 407.24937 -157.031972 \nL 406.146603 -157.031972 \nL 405.043836 -157.031972 \nL 403.94107 -157.031972 \nL 402.838303 -157.031972 \nL 401.735536 -157.031972 \nL 400.632769 -157.031972 \nL 399.530002 -157.031972 \nL 398.427236 -157.031972 \nL 397.324469 -157.031972 \nL 396.221702 -157.031972 \nL 395.118935 -157.031972 \nL 394.016168 -157.031972 \nL 392.913402 -157.031972 \nL 391.810635 -157.031972 \nL 390.707868 -157.031972 \nL 389.605101 -157.031972 \nL 388.502334 -157.031972 \nL 387.399568 -157.031972 \nL 386.296801 -157.031972 \nL 385.194034 -157.031972 \nL 384.091267 -157.031972 \nL 382.9885 -157.031972 \nL 381.885734 -157.031972 \nL 380.782967 -157.031972 \nL 379.6802 -157.031972 \nL 378.577433 -157.031972 \nL 377.474667 -157.031972 \nL 376.3719 -157.031972 \nL 375.269133 -157.031972 \nL 374.166366 -157.031972 \nL 373.063599 -157.031972 \nL 371.960833 -157.031972 \nL 370.858066 -157.031972 \nL 369.755299 -157.031972 \nL 368.652532 -157.031972 \nL 367.549765 -157.031972 \nL 366.446999 -157.031972 \nL 365.344232 -157.031972 \nL 364.241465 -157.031972 \nL 363.138698 -157.031972 \nL 362.035931 -157.031972 \nL 360.933165 -157.031972 \nL 359.830398 -157.031972 \nL 358.727631 -157.031972 \nL 357.624864 -157.031972 \nL 356.522097 -157.031972 \nL 355.419331 -157.031972 \nL 354.316564 -157.031972 \nL 353.213797 -157.031972 \nL 352.11103 -157.031972 \nL 351.008263 -157.031972 \nL 349.905497 -157.031972 \nL 348.80273 -157.031972 \nL 347.699963 -157.031972 \nL 346.597196 -157.031972 \nL 345.494429 -157.031972 \nL 344.391663 -157.031972 \nL 343.288896 -157.031972 \nL 342.186129 -157.031972 \nL 341.083362 -157.031972 \nL 339.980595 -157.031972 \nL 338.877829 -157.031972 \nL 337.775062 -157.031972 \nL 336.672295 -157.031972 \nL 335.569528 -157.031972 \nL 334.466761 -157.031972 \nL 333.363995 -157.031972 \nL 332.261228 -157.031972 \nL 331.158461 -157.031972 \nL 330.055694 -157.031972 \nL 328.952927 -157.031972 \nL 327.850161 -157.031972 \nL 326.747394 -157.031972 \nz\n\" id=\"ma8cf4efe05\" style=\"stroke:#808080;stroke-opacity:0.7;\"/>\n    </defs>\n    <g clip-path=\"url(#p650de79962)\">\n     <use style=\"fill:#808080;fill-opacity:0.7;stroke:#808080;stroke-opacity:0.7;\" x=\"0\" xlink:href=\"#ma8cf4efe05\" y=\"386.034375\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_6\">\n    <g id=\"xtick_8\">\n     <g id=\"line2d_23\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"326.747394\" xlink:href=\"#m94fce3ce33\" y=\"233.362831\"/>\n      </g>\n     </g>\n     <g id=\"text_20\">\n      <!-- 0 -->\n      <g transform=\"translate(323.566144 247.961268)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_9\">\n     <g id=\"line2d_24\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"381.885734\" xlink:href=\"#m94fce3ce33\" y=\"233.362831\"/>\n      </g>\n     </g>\n     <g id=\"text_21\">\n      <!-- 5 -->\n      <g transform=\"translate(378.704484 247.961268)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_10\">\n     <g id=\"line2d_25\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"437.024074\" xlink:href=\"#m94fce3ce33\" y=\"233.362831\"/>\n      </g>\n     </g>\n     <g id=\"text_22\">\n      <!-- 10 -->\n      <g transform=\"translate(430.661574 247.961268)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n   </g>\n   <g id=\"LineCollection_6\">\n    <path clip-path=\"url(#p650de79962)\" d=\"M 343.288896 229.002403 \nL 343.288896 141.793847 \n\" style=\"fill:none;stroke:#ff0000;stroke-width:2;\"/>\n   </g>\n   <g id=\"line2d_26\">\n    <path clip-path=\"url(#p650de79962)\" d=\"M 326.747394 229.002403 \nL 327.850161 229.002403 \nL 328.952927 229.002403 \nL 330.055694 229.002403 \nL 331.158461 229.002403 \nL 332.261228 229.002403 \nL 333.363995 229.002403 \nL 334.466761 229.002403 \nL 335.569528 229.002403 \nL 336.672295 229.002403 \nL 337.775062 229.002403 \nL 338.877829 229.002403 \nL 339.980595 229.002403 \nL 341.083362 229.002403 \nL 342.186129 229.002403 \nL 343.288896 229.002403 \nL 344.391663 229.002403 \nL 345.494429 229.002403 \nL 346.597196 229.002403 \nL 347.699963 229.002403 \nL 348.80273 229.002403 \nL 349.905497 229.002403 \nL 351.008263 229.002403 \nL 352.11103 229.002403 \nL 353.213797 229.002403 \nL 354.316564 229.002403 \nL 355.419331 229.002403 \nL 356.522097 229.002403 \nL 357.624864 229.002403 \nL 358.727631 229.002403 \nL 359.830398 229.002403 \nL 360.933165 229.002403 \nL 362.035931 229.002403 \nL 363.138698 229.002403 \nL 364.241465 229.002403 \nL 365.344232 229.002403 \nL 366.446999 229.002403 \nL 367.549765 229.002403 \nL 368.652532 229.002403 \nL 369.755299 229.002403 \nL 370.858066 229.002403 \nL 371.960833 229.002403 \nL 373.063599 229.002403 \nL 374.166366 229.002403 \nL 375.269133 229.002403 \nL 376.3719 229.002403 \nL 377.474667 229.002403 \nL 378.577433 229.002403 \nL 379.6802 229.002403 \nL 380.782967 229.002403 \nL 381.885734 229.002403 \nL 382.9885 226.386146 \nL 384.091267 223.76989 \nL 385.194034 221.153633 \nL 386.296801 218.537376 \nL 387.399568 215.92112 \nL 388.502334 213.304863 \nL 389.605101 210.688606 \nL 390.707868 208.07235 \nL 391.810635 205.456093 \nL 392.913402 202.839836 \nL 394.016168 199.351494 \nL 395.118935 195.863152 \nL 396.221702 192.374809 \nL 397.324469 188.886467 \nL 398.427236 185.398125 \nL 399.530002 181.909783 \nL 400.632769 178.421441 \nL 401.735536 174.933098 \nL 402.838303 171.444756 \nL 403.94107 167.956414 \nL 405.043836 165.340157 \nL 406.146603 162.7239 \nL 407.24937 160.107644 \nL 408.352137 157.491387 \nL 409.454904 154.87513 \nL 410.55767 152.258874 \nL 411.660437 149.642617 \nL 412.763204 147.02636 \nL 413.865971 144.410104 \nL 414.968738 141.793847 \nL 416.071504 141.793847 \nL 417.174271 141.793847 \nL 418.277038 141.793847 \nL 419.379805 141.793847 \nL 420.482572 141.793847 \nL 421.585338 141.793847 \nL 422.688105 141.793847 \nL 423.790872 141.793847 \nL 424.893639 141.793847 \nL 425.996406 141.793847 \nL 427.099172 141.793847 \nL 428.201939 141.793847 \nL 429.304706 141.793847 \nL 430.407473 141.793847 \nL 431.51024 141.793847 \nL 432.613006 141.793847 \nL 433.715773 141.793847 \nL 434.81854 141.793847 \nL 435.921307 141.793847 \nL 437.024074 141.793847 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;\"/>\n   </g>\n   <g id=\"patch_15\">\n    <path d=\"M 321.23356 233.362831 \nL 442.537908 233.362831 \n\" style=\"fill:none;stroke:#808080;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n  </g>\n  <g id=\"axes_8\">\n   <g id=\"patch_16\">\n    <path d=\"M 466.798777 233.362831 \nL 588.103125 233.362831 \nL 588.103125 137.433419 \nL 466.798777 137.433419 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PolyCollection_8\">\n    <defs>\n     <path d=\"M 472.312611 -157.031972 \nL 472.312611 -157.031972 \nL 473.415378 -157.031972 \nL 474.518145 -157.031972 \nL 475.620912 -157.031972 \nL 476.723678 -157.031972 \nL 477.826445 -157.031972 \nL 478.929212 -157.031972 \nL 480.031979 -157.031972 \nL 481.134746 -157.031972 \nL 482.237512 -157.031972 \nL 483.340279 -157.031972 \nL 484.443046 -157.031972 \nL 485.545813 -157.031972 \nL 486.64858 -157.031972 \nL 487.751346 -157.031972 \nL 488.854113 -157.031972 \nL 489.95688 -157.031972 \nL 491.059647 -157.031972 \nL 492.162414 -157.031972 \nL 493.26518 -157.031972 \nL 494.367947 -157.031972 \nL 495.470714 -157.031972 \nL 496.573481 -157.031972 \nL 497.676248 -157.031972 \nL 498.779014 -157.031972 \nL 499.881781 -157.031972 \nL 500.984548 -157.031972 \nL 502.087315 -157.031972 \nL 503.190082 -157.031972 \nL 504.292848 -157.031972 \nL 505.395615 -157.031972 \nL 506.498382 -157.031972 \nL 507.601149 -157.031972 \nL 508.703916 -157.031972 \nL 509.806682 -157.031972 \nL 510.909449 -157.031972 \nL 512.012216 -157.031972 \nL 513.114983 -157.031972 \nL 514.21775 -157.031972 \nL 515.320516 -157.031972 \nL 516.423283 -157.031972 \nL 517.52605 -157.031972 \nL 518.628817 -157.031972 \nL 519.731583 -157.031972 \nL 520.83435 -157.031972 \nL 521.937117 -157.031972 \nL 523.039884 -157.031972 \nL 524.142651 -157.031972 \nL 525.245417 -157.031972 \nL 526.348184 -157.031972 \nL 527.450951 -157.031972 \nL 528.553718 -157.031972 \nL 529.656485 -157.031972 \nL 530.759251 -157.031972 \nL 531.862018 -157.031972 \nL 532.964785 -157.031972 \nL 534.067552 -157.031972 \nL 535.170319 -157.031972 \nL 536.273085 -157.031972 \nL 537.375852 -157.031972 \nL 538.478619 -157.031972 \nL 539.581386 -157.031972 \nL 540.684153 -157.031972 \nL 541.786919 -157.031972 \nL 542.889686 -157.031972 \nL 543.992453 -157.031972 \nL 545.09522 -157.031972 \nL 546.197987 -157.031972 \nL 547.300753 -157.031972 \nL 548.40352 -157.031972 \nL 549.506287 -157.031972 \nL 550.609054 -157.031972 \nL 551.711821 -157.031972 \nL 552.814587 -157.031972 \nL 553.917354 -157.031972 \nL 555.020121 -157.031972 \nL 556.122888 -157.031972 \nL 557.225655 -157.031972 \nL 558.328421 -157.031972 \nL 559.431188 -157.031972 \nL 560.533955 -157.031972 \nL 561.636722 -157.031972 \nL 562.739489 -157.031972 \nL 563.842255 -157.031972 \nL 564.945022 -157.031972 \nL 566.047789 -157.031972 \nL 567.150556 -157.031972 \nL 568.253323 -157.031972 \nL 569.356089 -157.031972 \nL 570.458856 -157.031972 \nL 571.561623 -157.031972 \nL 572.66439 -157.031972 \nL 573.767157 -157.031972 \nL 574.869923 -157.031972 \nL 575.97269 -157.031972 \nL 577.075457 -157.031972 \nL 578.178224 -157.031972 \nL 579.280991 -157.031972 \nL 580.383757 -157.031972 \nL 581.486524 -157.031972 \nL 582.589291 -157.031972 \nL 582.589291 -157.031972 \nL 582.589291 -157.031972 \nL 581.486524 -157.031972 \nL 580.383757 -157.031972 \nL 579.280991 -157.031972 \nL 578.178224 -157.031972 \nL 577.075457 -157.031972 \nL 575.97269 -157.031972 \nL 574.869923 -157.031972 \nL 573.767157 -157.031972 \nL 572.66439 -157.031972 \nL 571.561623 -157.031972 \nL 570.458856 -157.031972 \nL 569.356089 -157.031972 \nL 568.253323 -157.031972 \nL 567.150556 -157.031972 \nL 566.047789 -157.031972 \nL 564.945022 -157.031972 \nL 563.842255 -157.031972 \nL 562.739489 -157.031972 \nL 561.636722 -157.031972 \nL 560.533955 -157.031972 \nL 559.431188 -157.031972 \nL 558.328421 -157.031972 \nL 557.225655 -157.031972 \nL 556.122888 -157.031972 \nL 555.020121 -157.031972 \nL 553.917354 -157.031972 \nL 552.814587 -157.031972 \nL 551.711821 -157.031972 \nL 550.609054 -157.031972 \nL 549.506287 -157.031972 \nL 548.40352 -157.031972 \nL 547.300753 -157.031972 \nL 546.197987 -157.031972 \nL 545.09522 -157.031972 \nL 543.992453 -157.031972 \nL 542.889686 -157.031972 \nL 541.786919 -157.031972 \nL 540.684153 -157.031972 \nL 539.581386 -157.031972 \nL 538.478619 -157.031972 \nL 537.375852 -157.031972 \nL 536.273085 -157.031972 \nL 535.170319 -157.031972 \nL 534.067552 -157.031972 \nL 532.964785 -157.031972 \nL 531.862018 -157.031972 \nL 530.759251 -157.031972 \nL 529.656485 -157.031972 \nL 528.553718 -157.031972 \nL 527.450951 -157.031972 \nL 526.348184 -157.031972 \nL 525.245417 -157.031972 \nL 524.142651 -157.031972 \nL 523.039884 -157.031972 \nL 521.937117 -157.031972 \nL 520.83435 -157.031972 \nL 519.731583 -157.031972 \nL 518.628817 -157.031972 \nL 517.52605 -157.031972 \nL 516.423283 -157.031972 \nL 515.320516 -157.031972 \nL 514.21775 -157.031972 \nL 513.114983 -157.031972 \nL 512.012216 -157.031972 \nL 510.909449 -157.031972 \nL 509.806682 -157.031972 \nL 508.703916 -157.031972 \nL 507.601149 -157.031972 \nL 506.498382 -157.031972 \nL 505.395615 -157.031972 \nL 504.292848 -157.031972 \nL 503.190082 -157.031972 \nL 502.087315 -157.031972 \nL 500.984548 -157.031972 \nL 499.881781 -157.031972 \nL 498.779014 -157.031972 \nL 497.676248 -157.031972 \nL 496.573481 -157.031972 \nL 495.470714 -157.031972 \nL 494.367947 -157.031972 \nL 493.26518 -157.031972 \nL 492.162414 -157.031972 \nL 491.059647 -157.031972 \nL 489.95688 -157.031972 \nL 488.854113 -157.031972 \nL 487.751346 -157.031972 \nL 486.64858 -157.031972 \nL 485.545813 -157.031972 \nL 484.443046 -157.031972 \nL 483.340279 -157.031972 \nL 482.237512 -157.031972 \nL 481.134746 -157.031972 \nL 480.031979 -157.031972 \nL 478.929212 -157.031972 \nL 477.826445 -157.031972 \nL 476.723678 -157.031972 \nL 475.620912 -157.031972 \nL 474.518145 -157.031972 \nL 473.415378 -157.031972 \nL 472.312611 -157.031972 \nz\n\" id=\"m0288bf98df\" style=\"stroke:#808080;stroke-opacity:0.7;\"/>\n    </defs>\n    <g clip-path=\"url(#p25823d6027)\">\n     <use style=\"fill:#808080;fill-opacity:0.7;stroke:#808080;stroke-opacity:0.7;\" x=\"0\" xlink:href=\"#m0288bf98df\" y=\"386.034375\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_7\">\n    <g id=\"ytick_10\">\n     <g id=\"line2d_27\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"588.103125\" xlink:href=\"#m015a70d9ad\" y=\"229.002403\"/>\n      </g>\n     </g>\n     <g id=\"text_23\">\n      <!-- 0.0 -->\n      <g transform=\"translate(595.103125 232.801622)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_11\">\n     <g id=\"line2d_28\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"588.103125\" xlink:href=\"#m015a70d9ad\" y=\"185.398125\"/>\n      </g>\n     </g>\n     <g id=\"text_24\">\n      <!-- 0.5 -->\n      <g transform=\"translate(595.103125 189.197344)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_12\">\n     <g id=\"line2d_29\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"588.103125\" xlink:href=\"#m015a70d9ad\" y=\"141.793847\"/>\n      </g>\n     </g>\n     <g id=\"text_25\">\n      <!-- 1.0 -->\n      <g transform=\"translate(595.103125 145.593066)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n   </g>\n   <g id=\"line2d_30\">\n    <path clip-path=\"url(#p25823d6027)\" d=\"M 472.312611 141.793847 \nL 473.415378 141.793847 \nL 474.518145 141.793847 \nL 475.620912 141.793847 \nL 476.723678 141.793847 \nL 477.826445 141.793847 \nL 478.929212 141.793847 \nL 480.031979 141.793847 \nL 481.134746 141.793847 \nL 482.237512 141.793847 \nL 483.340279 141.793847 \nL 484.443046 141.793847 \nL 485.545813 141.793847 \nL 486.64858 141.793847 \nL 487.751346 141.793847 \nL 488.854113 141.793847 \nL 489.95688 141.793847 \nL 491.059647 141.793847 \nL 492.162414 141.793847 \nL 493.26518 141.793847 \nL 494.367947 141.793847 \nL 495.470714 144.410104 \nL 496.573481 147.02636 \nL 497.676248 149.642617 \nL 498.779014 152.258874 \nL 499.881781 154.87513 \nL 500.984548 157.491387 \nL 502.087315 160.107644 \nL 503.190082 162.7239 \nL 504.292848 165.340157 \nL 505.395615 167.956414 \nL 506.498382 171.444756 \nL 507.601149 174.933098 \nL 508.703916 178.421441 \nL 509.806682 181.909783 \nL 510.909449 185.398125 \nL 512.012216 188.886467 \nL 513.114983 192.374809 \nL 514.21775 195.863152 \nL 515.320516 199.351494 \nL 516.423283 202.839836 \nL 517.52605 205.456093 \nL 518.628817 208.07235 \nL 519.731583 210.688606 \nL 520.83435 213.304863 \nL 521.937117 215.92112 \nL 523.039884 218.537376 \nL 524.142651 221.153633 \nL 525.245417 223.76989 \nL 526.348184 226.386146 \nL 527.450951 229.002403 \nL 528.553718 229.002403 \nL 529.656485 229.002403 \nL 530.759251 229.002403 \nL 531.862018 229.002403 \nL 532.964785 229.002403 \nL 534.067552 229.002403 \nL 535.170319 229.002403 \nL 536.273085 229.002403 \nL 537.375852 229.002403 \nL 538.478619 229.002403 \nL 539.581386 229.002403 \nL 540.684153 229.002403 \nL 541.786919 229.002403 \nL 542.889686 229.002403 \nL 543.992453 229.002403 \nL 545.09522 229.002403 \nL 546.197987 229.002403 \nL 547.300753 229.002403 \nL 548.40352 229.002403 \nL 549.506287 229.002403 \nL 550.609054 229.002403 \nL 551.711821 229.002403 \nL 552.814587 229.002403 \nL 553.917354 229.002403 \nL 555.020121 229.002403 \nL 556.122888 229.002403 \nL 557.225655 229.002403 \nL 558.328421 229.002403 \nL 559.431188 229.002403 \nL 560.533955 229.002403 \nL 561.636722 229.002403 \nL 562.739489 229.002403 \nL 563.842255 229.002403 \nL 564.945022 229.002403 \nL 566.047789 229.002403 \nL 567.150556 229.002403 \nL 568.253323 229.002403 \nL 569.356089 229.002403 \nL 570.458856 229.002403 \nL 571.561623 229.002403 \nL 572.66439 229.002403 \nL 573.767157 229.002403 \nL 574.869923 229.002403 \nL 575.97269 229.002403 \nL 577.075457 229.002403 \nL 578.178224 229.002403 \nL 579.280991 229.002403 \nL 580.383757 229.002403 \nL 581.486524 229.002403 \nL 582.589291 229.002403 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;\"/>\n   </g>\n   <g id=\"patch_17\">\n    <path d=\"M 466.798777 233.362831 \nL 588.103125 233.362831 \n\" style=\"fill:none;stroke:#808080;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n  </g>\n  <g id=\"axes_9\">\n   <g id=\"patch_18\">\n    <path d=\"M 466.798777 348.478125 \nL 588.103125 348.478125 \nL 588.103125 252.548713 \nL 466.798777 252.548713 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PolyCollection_9\">\n    <defs>\n     <path d=\"M 472.312611 -41.916678 \nL 472.312611 -41.916678 \nL 473.415378 -41.916678 \nL 474.518145 -41.916678 \nL 475.620912 -41.916678 \nL 476.723678 -41.916678 \nL 477.826445 -41.916678 \nL 478.929212 -41.916678 \nL 480.031979 -41.916678 \nL 481.134746 -41.916678 \nL 482.237512 -41.916678 \nL 483.340279 -41.916678 \nL 484.443046 -41.916678 \nL 485.545813 -41.916678 \nL 486.64858 -41.916678 \nL 487.751346 -41.916678 \nL 488.854113 -41.916678 \nL 489.95688 -41.916678 \nL 491.059647 -41.916678 \nL 492.162414 -41.916678 \nL 493.26518 -41.916678 \nL 494.367947 -41.916678 \nL 495.470714 -41.916678 \nL 496.573481 -41.916678 \nL 497.676248 -41.916678 \nL 498.779014 -41.916678 \nL 499.881781 -41.916678 \nL 500.984548 -41.916678 \nL 502.087315 -41.916678 \nL 503.190082 -41.916678 \nL 504.292848 -41.916678 \nL 505.395615 -41.916678 \nL 506.498382 -41.916678 \nL 507.601149 -41.916678 \nL 508.703916 -41.916678 \nL 509.806682 -41.916678 \nL 510.909449 -41.916678 \nL 512.012216 -41.916678 \nL 513.114983 -41.916678 \nL 514.21775 -41.916678 \nL 515.320516 -41.916678 \nL 516.423283 -41.916678 \nL 517.52605 -41.916678 \nL 518.628817 -41.916678 \nL 519.731583 -41.916678 \nL 520.83435 -41.916678 \nL 521.937117 -41.916678 \nL 523.039884 -41.916678 \nL 524.142651 -41.916678 \nL 525.245417 -41.916678 \nL 526.348184 -41.916678 \nL 527.450951 -41.916678 \nL 528.553718 -44.532934 \nL 529.656485 -47.149191 \nL 530.759251 -49.765448 \nL 531.862018 -52.381705 \nL 532.964785 -54.997961 \nL 534.067552 -57.614218 \nL 535.170319 -60.230475 \nL 536.273085 -62.846731 \nL 537.375852 -65.462988 \nL 538.478619 -68.079245 \nL 539.581386 -71.567587 \nL 540.684153 -75.055929 \nL 541.786919 -78.544271 \nL 542.889686 -82.032614 \nL 543.992453 -85.520956 \nL 545.09522 -89.009298 \nL 546.197987 -92.49764 \nL 547.300753 -95.985983 \nL 548.40352 -99.474325 \nL 549.506287 -102.962667 \nL 550.609054 -105.578924 \nL 551.711821 -105.578924 \nL 552.814587 -105.578924 \nL 553.917354 -105.578924 \nL 555.020121 -105.578924 \nL 556.122888 -105.578924 \nL 557.225655 -105.578924 \nL 558.328421 -105.578924 \nL 559.431188 -105.578924 \nL 560.533955 -105.578924 \nL 561.636722 -105.578924 \nL 562.739489 -105.578924 \nL 563.842255 -105.578924 \nL 564.945022 -105.578924 \nL 566.047789 -105.578924 \nL 567.150556 -105.578924 \nL 568.253323 -105.578924 \nL 569.356089 -105.578924 \nL 570.458856 -105.578924 \nL 571.561623 -105.578924 \nL 572.66439 -105.578924 \nL 573.767157 -105.578924 \nL 574.869923 -105.578924 \nL 575.97269 -105.578924 \nL 577.075457 -105.578924 \nL 578.178224 -105.578924 \nL 579.280991 -105.578924 \nL 580.383757 -105.578924 \nL 581.486524 -105.578924 \nL 582.589291 -105.578924 \nL 582.589291 -41.916678 \nL 582.589291 -41.916678 \nL 581.486524 -41.916678 \nL 580.383757 -41.916678 \nL 579.280991 -41.916678 \nL 578.178224 -41.916678 \nL 577.075457 -41.916678 \nL 575.97269 -41.916678 \nL 574.869923 -41.916678 \nL 573.767157 -41.916678 \nL 572.66439 -41.916678 \nL 571.561623 -41.916678 \nL 570.458856 -41.916678 \nL 569.356089 -41.916678 \nL 568.253323 -41.916678 \nL 567.150556 -41.916678 \nL 566.047789 -41.916678 \nL 564.945022 -41.916678 \nL 563.842255 -41.916678 \nL 562.739489 -41.916678 \nL 561.636722 -41.916678 \nL 560.533955 -41.916678 \nL 559.431188 -41.916678 \nL 558.328421 -41.916678 \nL 557.225655 -41.916678 \nL 556.122888 -41.916678 \nL 555.020121 -41.916678 \nL 553.917354 -41.916678 \nL 552.814587 -41.916678 \nL 551.711821 -41.916678 \nL 550.609054 -41.916678 \nL 549.506287 -41.916678 \nL 548.40352 -41.916678 \nL 547.300753 -41.916678 \nL 546.197987 -41.916678 \nL 545.09522 -41.916678 \nL 543.992453 -41.916678 \nL 542.889686 -41.916678 \nL 541.786919 -41.916678 \nL 540.684153 -41.916678 \nL 539.581386 -41.916678 \nL 538.478619 -41.916678 \nL 537.375852 -41.916678 \nL 536.273085 -41.916678 \nL 535.170319 -41.916678 \nL 534.067552 -41.916678 \nL 532.964785 -41.916678 \nL 531.862018 -41.916678 \nL 530.759251 -41.916678 \nL 529.656485 -41.916678 \nL 528.553718 -41.916678 \nL 527.450951 -41.916678 \nL 526.348184 -41.916678 \nL 525.245417 -41.916678 \nL 524.142651 -41.916678 \nL 523.039884 -41.916678 \nL 521.937117 -41.916678 \nL 520.83435 -41.916678 \nL 519.731583 -41.916678 \nL 518.628817 -41.916678 \nL 517.52605 -41.916678 \nL 516.423283 -41.916678 \nL 515.320516 -41.916678 \nL 514.21775 -41.916678 \nL 513.114983 -41.916678 \nL 512.012216 -41.916678 \nL 510.909449 -41.916678 \nL 509.806682 -41.916678 \nL 508.703916 -41.916678 \nL 507.601149 -41.916678 \nL 506.498382 -41.916678 \nL 505.395615 -41.916678 \nL 504.292848 -41.916678 \nL 503.190082 -41.916678 \nL 502.087315 -41.916678 \nL 500.984548 -41.916678 \nL 499.881781 -41.916678 \nL 498.779014 -41.916678 \nL 497.676248 -41.916678 \nL 496.573481 -41.916678 \nL 495.470714 -41.916678 \nL 494.367947 -41.916678 \nL 493.26518 -41.916678 \nL 492.162414 -41.916678 \nL 491.059647 -41.916678 \nL 489.95688 -41.916678 \nL 488.854113 -41.916678 \nL 487.751346 -41.916678 \nL 486.64858 -41.916678 \nL 485.545813 -41.916678 \nL 484.443046 -41.916678 \nL 483.340279 -41.916678 \nL 482.237512 -41.916678 \nL 481.134746 -41.916678 \nL 480.031979 -41.916678 \nL 478.929212 -41.916678 \nL 477.826445 -41.916678 \nL 476.723678 -41.916678 \nL 475.620912 -41.916678 \nL 474.518145 -41.916678 \nL 473.415378 -41.916678 \nL 472.312611 -41.916678 \nz\n\" id=\"m3b7d97901a\" style=\"stroke:#808080;stroke-opacity:0.7;\"/>\n    </defs>\n    <g clip-path=\"url(#p51f3e5b5ec)\">\n     <use style=\"fill:#808080;fill-opacity:0.7;stroke:#808080;stroke-opacity:0.7;\" x=\"0\" xlink:href=\"#m3b7d97901a\" y=\"386.034375\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_8\">\n    <g id=\"xtick_11\">\n     <g id=\"line2d_31\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"472.312611\" xlink:href=\"#m94fce3ce33\" y=\"348.478125\"/>\n      </g>\n     </g>\n     <g id=\"text_26\">\n      <!-- 0 -->\n      <g transform=\"translate(469.131361 363.076562)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_12\">\n     <g id=\"line2d_32\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"527.450951\" xlink:href=\"#m94fce3ce33\" y=\"348.478125\"/>\n      </g>\n     </g>\n     <g id=\"text_27\">\n      <!-- 5 -->\n      <g transform=\"translate(524.269701 363.076562)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_13\">\n     <g id=\"line2d_33\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"582.589291\" xlink:href=\"#m94fce3ce33\" y=\"348.478125\"/>\n      </g>\n     </g>\n     <g id=\"text_28\">\n      <!-- 10 -->\n      <g transform=\"translate(576.226791 363.076562)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_29\">\n     <!-- decision = 8.01 -->\n     <g transform=\"translate(488.339232 376.754687)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 3513 2113 \nL 3513 0 \nL 2938 0 \nL 2938 2094 \nQ 2938 2591 2744 2837 \nQ 2550 3084 2163 3084 \nQ 1697 3084 1428 2787 \nQ 1159 2491 1159 1978 \nL 1159 0 \nL 581 0 \nL 581 3500 \nL 1159 3500 \nL 1159 2956 \nQ 1366 3272 1645 3428 \nQ 1925 3584 2291 3584 \nQ 2894 3584 3203 3211 \nQ 3513 2838 3513 2113 \nz\n\" id=\"DejaVuSans-6e\" transform=\"scale(0.015625)\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-64\"/>\n      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-65\"/>\n      <use x=\"125\" xlink:href=\"#DejaVuSans-63\"/>\n      <use x=\"179.980469\" xlink:href=\"#DejaVuSans-69\"/>\n      <use x=\"207.763672\" xlink:href=\"#DejaVuSans-73\"/>\n      <use x=\"259.863281\" xlink:href=\"#DejaVuSans-69\"/>\n      <use x=\"287.646484\" xlink:href=\"#DejaVuSans-6f\"/>\n      <use x=\"348.828125\" xlink:href=\"#DejaVuSans-6e\"/>\n      <use x=\"412.207031\" xlink:href=\"#DejaVuSans-20\"/>\n      <use x=\"443.994141\" xlink:href=\"#DejaVuSans-3d\"/>\n      <use x=\"527.783203\" xlink:href=\"#DejaVuSans-20\"/>\n      <use x=\"559.570312\" xlink:href=\"#DejaVuSans-38\"/>\n      <use x=\"623.193359\" xlink:href=\"#DejaVuSans-2e\"/>\n      <use x=\"654.980469\" xlink:href=\"#DejaVuSans-30\"/>\n      <use x=\"718.603516\" xlink:href=\"#DejaVuSans-31\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_9\">\n    <g id=\"ytick_13\">\n     <g id=\"line2d_34\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"588.103125\" xlink:href=\"#m015a70d9ad\" y=\"344.117697\"/>\n      </g>\n     </g>\n     <g id=\"text_30\">\n      <!-- 0.0 -->\n      <g transform=\"translate(595.103125 347.916916)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_14\">\n     <g id=\"line2d_35\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"588.103125\" xlink:href=\"#m015a70d9ad\" y=\"300.513419\"/>\n      </g>\n     </g>\n     <g id=\"text_31\">\n      <!-- 0.5 -->\n      <g transform=\"translate(595.103125 304.312638)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-30\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_15\">\n     <g id=\"line2d_36\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"588.103125\" xlink:href=\"#m015a70d9ad\" y=\"256.909141\"/>\n      </g>\n     </g>\n     <g id=\"text_32\">\n      <!-- 1.0 -->\n      <g transform=\"translate(595.103125 260.70836)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-31\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n      </g>\n     </g>\n    </g>\n   </g>\n   <g id=\"LineCollection_7\">\n    <path clip-path=\"url(#p51f3e5b5ec)\" d=\"M 560.649664 344.117697 \nL 560.649664 256.909141 \n\" style=\"fill:none;stroke:#ff0000;stroke-width:2;\"/>\n   </g>\n   <g id=\"line2d_37\">\n    <path clip-path=\"url(#p51f3e5b5ec)\" d=\"M 472.312611 344.117697 \nL 473.415378 344.117697 \nL 474.518145 344.117697 \nL 475.620912 344.117697 \nL 476.723678 344.117697 \nL 477.826445 344.117697 \nL 478.929212 344.117697 \nL 480.031979 344.117697 \nL 481.134746 344.117697 \nL 482.237512 344.117697 \nL 483.340279 344.117697 \nL 484.443046 344.117697 \nL 485.545813 344.117697 \nL 486.64858 344.117697 \nL 487.751346 344.117697 \nL 488.854113 344.117697 \nL 489.95688 344.117697 \nL 491.059647 344.117697 \nL 492.162414 344.117697 \nL 493.26518 344.117697 \nL 494.367947 344.117697 \nL 495.470714 344.117697 \nL 496.573481 344.117697 \nL 497.676248 344.117697 \nL 498.779014 344.117697 \nL 499.881781 344.117697 \nL 500.984548 344.117697 \nL 502.087315 344.117697 \nL 503.190082 344.117697 \nL 504.292848 344.117697 \nL 505.395615 344.117697 \nL 506.498382 344.117697 \nL 507.601149 344.117697 \nL 508.703916 344.117697 \nL 509.806682 344.117697 \nL 510.909449 344.117697 \nL 512.012216 344.117697 \nL 513.114983 344.117697 \nL 514.21775 344.117697 \nL 515.320516 344.117697 \nL 516.423283 344.117697 \nL 517.52605 344.117697 \nL 518.628817 344.117697 \nL 519.731583 344.117697 \nL 520.83435 344.117697 \nL 521.937117 344.117697 \nL 523.039884 344.117697 \nL 524.142651 344.117697 \nL 525.245417 344.117697 \nL 526.348184 344.117697 \nL 527.450951 344.117697 \nL 528.553718 341.501441 \nL 529.656485 338.885184 \nL 530.759251 336.268927 \nL 531.862018 333.65267 \nL 532.964785 331.036414 \nL 534.067552 328.420157 \nL 535.170319 325.8039 \nL 536.273085 323.187644 \nL 537.375852 320.571387 \nL 538.478619 317.95513 \nL 539.581386 314.466788 \nL 540.684153 310.978446 \nL 541.786919 307.490104 \nL 542.889686 304.001761 \nL 543.992453 300.513419 \nL 545.09522 297.025077 \nL 546.197987 293.536735 \nL 547.300753 290.048392 \nL 548.40352 286.56005 \nL 549.506287 283.071708 \nL 550.609054 280.455451 \nL 551.711821 280.455451 \nL 552.814587 280.455451 \nL 553.917354 280.455451 \nL 555.020121 280.455451 \nL 556.122888 280.455451 \nL 557.225655 280.455451 \nL 558.328421 280.455451 \nL 559.431188 280.455451 \nL 560.533955 280.455451 \nL 561.636722 280.455451 \nL 562.739489 280.455451 \nL 563.842255 280.455451 \nL 564.945022 280.455451 \nL 566.047789 280.455451 \nL 567.150556 280.455451 \nL 568.253323 280.455451 \nL 569.356089 280.455451 \nL 570.458856 280.455451 \nL 571.561623 280.455451 \nL 572.66439 280.455451 \nL 573.767157 280.455451 \nL 574.869923 280.455451 \nL 575.97269 280.455451 \nL 577.075457 280.455451 \nL 578.178224 280.455451 \nL 579.280991 280.455451 \nL 580.383757 280.455451 \nL 581.486524 280.455451 \nL 582.589291 280.455451 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;\"/>\n   </g>\n   <g id=\"patch_19\">\n    <path d=\"M 466.798777 348.478125 \nL 588.103125 348.478125 \n\" style=\"fill:none;stroke:#808080;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n  </g>\n </g>\n <defs>\n  <clipPath id=\"pece7c5e01d\">\n   <rect height=\"95.929412\" width=\"121.304348\" x=\"30.103125\" y=\"22.318125\"/>\n  </clipPath>\n  <clipPath id=\"p7e92185523\">\n   <rect height=\"95.929412\" width=\"121.304348\" x=\"175.668342\" y=\"22.318125\"/>\n  </clipPath>\n  <clipPath id=\"p29e49713ad\">\n   <rect height=\"95.929412\" width=\"121.304348\" x=\"321.23356\" y=\"22.318125\"/>\n  </clipPath>\n  <clipPath id=\"p182434f285\">\n   <rect height=\"95.929412\" width=\"121.304348\" x=\"466.798777\" y=\"22.318125\"/>\n  </clipPath>\n  <clipPath id=\"pa727f78e5b\">\n   <rect height=\"95.929412\" width=\"121.304348\" x=\"30.103125\" y=\"137.433419\"/>\n  </clipPath>\n  <clipPath id=\"pbb9a8f6ac3\">\n   <rect height=\"95.929412\" width=\"121.304348\" x=\"175.668342\" y=\"137.433419\"/>\n  </clipPath>\n  <clipPath id=\"p650de79962\">\n   <rect height=\"95.929412\" width=\"121.304348\" x=\"321.23356\" y=\"137.433419\"/>\n  </clipPath>\n  <clipPath id=\"p25823d6027\">\n   <rect height=\"95.929412\" width=\"121.304348\" x=\"466.798777\" y=\"137.433419\"/>\n  </clipPath>\n  <clipPath id=\"p51f3e5b5ec\">\n   <rect height=\"95.929412\" width=\"121.304348\" x=\"466.798777\" y=\"252.548713\"/>\n  </clipPath>\n </defs>\n</svg>\n",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 6))\n",
    "model.plot(\n",
    "    variables=variables,\n",
    "    rules=rules,\n",
    "    score=190,\n",
    "    ratio=0.39,\n",
    "    credit=1.5,\n",
    ")"
   ]
  },
  {
   "source": [
    "## User interaction\n",
    "\n",
    "Using the `ipywidgets` package in Jupyter Lab it is possible to obtain an interactive user interface for the user. The funtion `demo` is used to plot the results; following, the function `interact` is used to create the user interface."
   ],
   "cell_type": "markdown",
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "1e33494a-2c04-4abd-9aa6-cdf830a99daa",
   "metadata": {},
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "interactive(children=(FloatSlider(value=150.0, description='score', max=200.0, min=150.0), FloatSlider(value=0…",
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "a46273b1ed084c01837fe20fd13a1647"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<function __main__.demo(score, ratio, credit)>"
      ]
     },
     "metadata": {},
     "execution_count": 7
    }
   ],
   "source": [
    "from ipywidgets import interact, widgets\n",
    "\n",
    "def demo(score, ratio, credit):\n",
    "    plt.figure(figsize=(10,6))    \n",
    "    model.plot(\n",
    "        variables=variables,\n",
    "        rules=rules,\n",
    "        score=score,\n",
    "        ratio=ratio,\n",
    "        credit=credit,\n",
    "    )\n",
    "\n",
    "interact(\n",
    "    demo, \n",
    "    score=widgets.FloatSlider(min=150, max=200),\n",
    "    ratio=widgets.FloatSlider(min=0.1, max=1),\n",
    "    credit=widgets.FloatSlider(min=0, max=10),\n",
    ")"
   ]
  },
  {
   "source": [
    "![inter](interact.png)"
   ],
   "cell_type": "markdown",
   "metadata": {}
  }
 ],
 "metadata": {
  "kernelspec": {
   "name": "python3",
   "display_name": "Python 3.9.5 64-bit"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.5"
  },
  "interpreter": {
   "hash": "4cd7ab41f5fca4b9b44701077e38c5ffd31fe66a6cab21e0214b68d958d0e462"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}