ForestSampling.ipynb

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     ]
    }
   ],
   "source": [
    "import json\n",
    "import random\n",
    "\n",
    "variant = \"NoLeafEdges\"\n",
    "pattern_max_size = 6\n",
    "jsonPath = \"../frequentTreesInRandomForests/forests/rootedFrequentTrees/\"\n",
    "patternsPath = \"../frequentTreesInRandomForests/InferenceComparison\"\n",
    "patternList=[]\n",
    "\n",
    "\n",
    "def sampleRandomForest(dataset, samples_count, patternsCount, max_depth):    \n",
    "\n",
    "    with open(jsonPath+dataset+'/NoLeafEdges/leq6/'+'RF_'+str(max_depth)+'_t1.json') as json_file:\n",
    "         data = json.load(json_file)\n",
    "         for c in range(0,samples_count):\n",
    "                \n",
    "                patternList=[]\n",
    "                for i in range(0,patternsCount-1):\n",
    "                   print(str(data[random.randint(0,len(data)-1)]).replace(\"'\", '\"'))\n",
    "                   patternList.append(str(data[random.randint(0,len(data)-1)]).replace(\"'\", '\"')+',')\n",
    "                patternList.append(str(data[random.randint(0,len(data)-1)]).replace(\"'\", '\"')+']')\n",
    "                f= open(jsonPath+dataset+'/NoLeafEdges/leq6/Samples/RF_'+str(max_depth)+'/'+'RF_'+str(max_depth)+'_t1_'+str(c+1)+'.json',\"w\")\n",
    "                f.write('[')\n",
    "                for pattern in patternList:\n",
    "                    \n",
    "                    f.write(str(pattern)+'\\n')\n",
    "                   \n",
    "                f.close()            \n",
    "        \n",
    "            \n",
    "    json_file.close()\n",
    "\n",
    "    \n",
    "    \n",
    "dataset = \"adult\"\n",
    "samples_count = 10\n",
    "patternsCount = 134\n",
    "max_depth = 5   \n",
    "sampleRandomForest(dataset,samples_count, patternsCount, max_depth)\n",
    "\n",
    "    \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "text = 'jkdsjflkj'"
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   "metadata": {},
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  {
   "cell_type": "code",
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