diff --git a/notebooks/07 Leaderboard 1.0.ipynb b/notebooks/07 Leaderboard 1.0.ipynb
index e23c830..de93012 100644
--- a/notebooks/07 Leaderboard 1.0.ipynb	
+++ b/notebooks/07 Leaderboard 1.0.ipynb	
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -42,7 +42,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -102,17 +102,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
+      "57.25 39.96\n",
       "62.42 46.07\n",
+      "61.5 46.86\n",
+      "49.47 41.08\n",
       "71.85 47.72\n",
+      "2.74 3.87\n",
+      "77.54 51.12\n",
+      "68.26 49.11\n",
       "83.38 49.24\n",
+      "88.38 49.72\n",
+      "66.11 48.55\n",
       "81.81 50.39\n",
+      "76.71 50.05\n",
       "0.0 0.0\n",
       "0.0 0.0\n",
       "0.0 0.0\n",
@@ -134,36 +143,66 @@
       "87.66 47.95\n",
       "92.33 50.77\n",
       "79.92 50.47\n",
+      "61.91 41.12\n",
+      "58.36 46.78\n",
       "90.83 47.96\n",
-      "67.08 50.41\n",
-      "72.4 48.28\n",
+      "35.62 32.3\n",
+      "99.73 50.5\n",
+      "70.13 47.18\n",
+      "71.1 50.78\n",
+      "81.28 48.21\n",
+      "81.9 50.05\n",
+      "31.24 30.5\n",
+      "98.42 48.6\n",
       "99.76 44.22\n",
       "88.09 47.59\n",
       "99.76 47.5\n",
+      "80.18 51.61\n",
       "99.72 47.4\n",
       "74.37 49.08\n",
+      "83.81 53.37\n",
       "82.25 51.29\n",
-      "80.63 46.6\n",
+      "74.82 50.69\n",
+      "84.43 52.44\n",
+      "84.24 49.13\n",
+      "99.97 52.57\n",
+      "32.99 26.26\n",
+      "0.0 0.0\n",
+      "98.68 49.57\n",
+      "75.95 47.57\n",
+      "0.0 0.0\n",
       "0.0 0.0\n",
       "98.84 45.23\n",
-      "72.54 46.44\n",
+      "61.23 50.42\n",
       "62.48 40.96\n",
+      "75.58 50.05\n",
+      "74.83 54.27\n",
+      "0.0 0.0\n",
       "74.78 49.13\n",
+      "61.57 51.09\n",
+      "74.64 54.31\n",
+      "0.0 0.0\n",
+      "99.62 51.85\n",
+      "84.0 56.04\n",
+      "0.0 0.0\n",
+      "91.79 51.65\n",
       "66.11 49.29\n",
       "98.36 49.11\n",
       "43.44 39.35\n",
       "58.0 46.73\n",
       "0.0 0.0\n",
-      "42.34 41.41\n",
-      "97.94 53.35\n",
-      "97.91 50.09\n",
-      "63.1 49.76\n",
-      "84.89 47.01\n",
+      "98.59 48.62\n",
+      "99.03 48.89\n",
+      "84.68 48.78\n",
+      "99.58 50.27\n",
+      "99.57 50.4\n",
+      "98.44 48.88\n",
+      "90.79 45.15\n",
+      "94.2 46.59\n",
       "74.68 49.6\n",
       "77.01 48.38\n",
       "78.52 42.22\n",
-      "86.9 42.59\n",
-      "63.13 45.52\n"
+      "86.9 42.59\n"
      ]
     }
    ],
@@ -180,7 +219,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -224,7 +263,7 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>14</th>\n",
+       "      <th>23</th>\n",
        "      <td>250</td>\n",
        "      <td>False</td>\n",
        "      <td>1</td>\n",
@@ -243,7 +282,7 @@
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>18</th>\n",
+       "      <th>27</th>\n",
        "      <td>250</td>\n",
        "      <td>False</td>\n",
        "      <td>1</td>\n",
@@ -262,60 +301,60 @@
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>250</td>\n",
+       "      <th>74</th>\n",
+       "      <td>100</td>\n",
        "      <td>False</td>\n",
        "      <td>1</td>\n",
-       "      <td>glo50</td>\n",
+       "      <td>wan50</td>\n",
        "      <td>False</td>\n",
-       "      <td>1000</td>\n",
-       "      <td>[32]</td>\n",
+       "      <td>150</td>\n",
+       "      <td>[16, 16]</td>\n",
        "      <td>[ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...</td>\n",
-       "      <td>25</td>\n",
+       "      <td>False</td>\n",
        "      <td>0.005</td>\n",
        "      <td>BasicLSTM</td>\n",
-       "      <td>[T]</td>\n",
-       "      <td>2018-09-05 150321</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>53.83</td>\n",
+       "      <td>[R, IOB]</td>\n",
+       "      <td>2018-09-26 174440</td>\n",
+       "      <td>84.00</td>\n",
+       "      <td>56.04</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>46</th>\n",
-       "      <td>100</td>\n",
+       "      <th>71</th>\n",
+       "      <td>250</td>\n",
        "      <td>False</td>\n",
        "      <td>1</td>\n",
-       "      <td>wan300</td>\n",
+       "      <td>wan50</td>\n",
        "      <td>False</td>\n",
        "      <td>250</td>\n",
-       "      <td>[32, 16]</td>\n",
+       "      <td>[16, 16]</td>\n",
        "      <td>[ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...</td>\n",
        "      <td>False</td>\n",
        "      <td>0.005</td>\n",
-       "      <td>BasicLSTM</td>\n",
+       "      <td>LSTM</td>\n",
        "      <td>[R, IOB]</td>\n",
-       "      <td>2018-09-25 215108</td>\n",
-       "      <td>97.94</td>\n",
-       "      <td>53.35</td>\n",
+       "      <td>2018-09-29 230549</td>\n",
+       "      <td>74.64</td>\n",
+       "      <td>54.31</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>33</th>\n",
+       "      <th>67</th>\n",
        "      <td>250</td>\n",
        "      <td>False</td>\n",
        "      <td>1</td>\n",
-       "      <td>wan100</td>\n",
+       "      <td>wan50</td>\n",
        "      <td>False</td>\n",
-       "      <td>1000</td>\n",
+       "      <td>250</td>\n",
        "      <td>[16, 16]</td>\n",
        "      <td>[ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...</td>\n",
        "      <td>False</td>\n",
        "      <td>0.005</td>\n",
-       "      <td>BasicLSTM</td>\n",
-       "      <td>[IOB]</td>\n",
-       "      <td>2018-08-27 150000</td>\n",
-       "      <td>82.25</td>\n",
-       "      <td>51.29</td>\n",
+       "      <td>GRU</td>\n",
+       "      <td>[R, IOB]</td>\n",
+       "      <td>2018-09-28 175327</td>\n",
+       "      <td>74.83</td>\n",
+       "      <td>54.27</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -324,35 +363,35 @@
       ],
       "text/plain": [
        "    batch_size  chunks  ctxp embeddings_model  embeddings_trainable  epochs  \\\n",
-       "14         250   False     1            glo50                 False    1000   \n",
-       "18         250   False     1            glo50                 False    1000   \n",
-       "19         250   False     1            glo50                 False    1000   \n",
-       "46         100   False     1           wan300                 False     250   \n",
-       "33         250   False     1           wan100                 False    1000   \n",
+       "23         250   False     1            glo50                 False    1000   \n",
+       "27         250   False     1            glo50                 False    1000   \n",
+       "74         100   False     1            wan50                 False     150   \n",
+       "71         250   False     1            wan50                 False     250   \n",
+       "67         250   False     1            wan50                 False     250   \n",
        "\n",
        "   hidden_layers                                       input_labels  kfold  \\\n",
-       "14          [32]  [ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...  False   \n",
-       "18          [32]  [ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...     25   \n",
-       "19          [32]  [ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...     25   \n",
-       "46      [32, 16]  [ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...  False   \n",
-       "33      [16, 16]  [ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...  False   \n",
+       "23          [32]  [ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...  False   \n",
+       "27          [32]  [ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...     25   \n",
+       "74      [16, 16]  [ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...  False   \n",
+       "71      [16, 16]  [ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...  False   \n",
+       "67      [16, 16]  [ID, FORM, MARKER, GPOS, FORM_CTX_P-1, FORM_CT...  False   \n",
        "\n",
        "       lr         ru target_labels          timestamp  train-f1  valid-f1  \\\n",
-       "14  0.005  BasicLSTM           [T]  2018-09-22 130752     98.68     64.98   \n",
-       "18  0.005  BasicLSTM           [T]  2018-09-04 160737      0.00     58.59   \n",
-       "19  0.005  BasicLSTM           [T]  2018-09-05 150321      0.00     53.83   \n",
-       "46  0.005  BasicLSTM      [R, IOB]  2018-09-25 215108     97.94     53.35   \n",
-       "33  0.005  BasicLSTM         [IOB]  2018-08-27 150000     82.25     51.29   \n",
+       "23  0.005  BasicLSTM           [T]  2018-09-22 130752     98.68     64.98   \n",
+       "27  0.005  BasicLSTM           [T]  2018-09-04 160737      0.00     58.59   \n",
+       "74  0.005  BasicLSTM      [R, IOB]  2018-09-26 174440     84.00     56.04   \n",
+       "71  0.005       LSTM      [R, IOB]  2018-09-29 230549     74.64     54.31   \n",
+       "67  0.005        GRU      [R, IOB]  2018-09-28 175327     74.83     54.27   \n",
        "\n",
        "   version  \n",
-       "14     1.0  \n",
-       "18     1.0  \n",
-       "19     1.0  \n",
-       "46     1.0  \n",
-       "33     1.0  "
+       "23     1.0  \n",
+       "27     1.0  \n",
+       "74     1.0  \n",
+       "71     1.0  \n",
+       "67     1.0  "
       ]
      },
-     "execution_count": 14,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -365,26 +404,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
     "df.to_csv('leaderboard.csv', sep=';', encoding='utf-8')"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/notebooks/leaderboard.csv b/notebooks/leaderboard.csv
index 5cae5b7..97879f5 100644
--- a/notebooks/leaderboard.csv
+++ b/notebooks/leaderboard.csv
@@ -1,68 +1,95 @@
 ;batch_size;chunks;ctxp;embeddings_model;embeddings_trainable;epochs;hidden_layers;input_labels;kfold;lr;ru;target_labels;timestamp;train-f1;valid-f1;version
-16;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'R'];False;0.005;BasicLSTM;['T'];2018-09-22 130752;98.68;64.98;1.0
-20;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-04 160737;0.0;58.59;1.0
-52;100;False;1;wan50;False;150;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-26 174440;84.0;56.04;1.0
-21;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-05 150321;0.0;53.83;1.0
-41;250;False;1;wan100;False;1000;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-28 040338;99.97;52.57;1.0
-51;250;False;1;wan50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-28 000834;99.62;51.85;1.0
-53;250;False;1;wan50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-28 000857;91.79;51.65;1.0
-39;250;False;1;wan100;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-08-27 150000;82.25;51.29;1.0
-30;250;False;1;wrd50;False;150;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-26 132312;71.1;50.78;1.0
-25;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-25 130945;92.33;50.77;1.0
-40;100;False;1;wan100;False;150;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-26 150942;74.82;50.69;1.0
-29;250;False;1;wrd50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-28 103039;83.49;50.5;1.0
-26;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-09-26 181434;79.92;50.47;1.0
-5;100;False;1;glo50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-26 042939;81.81;50.39;1.0
-31;250;False;1;wrd50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-27 223248;81.9;50.05;1.0
-63;250;False;1;wan300;False;1000;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-09-05 001804;74.68;49.6;1.0
-44;250;False;1;wan100;False;1000;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-28 050118;98.68;49.57;1.0
-9;250;True;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'SHALLOW_CHUNKS'];False;0.005;BasicLSTM;['T'];2018-09-10 160326;65.7;49.52;1.0
-54;100;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'T'];2018-09-26 063434;66.11;49.29;1.0
-3;100;False;1;glo50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-26 015154;83.38;49.24;1.0
-50;100;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-26 032941;74.78;49.13;1.0
-55;250;False;1;wan50;False;300;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-25 180955;98.36;49.11;1.0
-38;250;False;1;wan100;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150000;74.37;49.08;1.0
-60;250;False;1;wan300;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-28 091355;99.03;48.89;1.0
-62;250;False;1;wan300;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-28 093730;98.44;48.88;1.0
-61;100;False;1;wan300;False;150;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-26 135958;84.68;48.78;1.0
-23;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-05 144836;0.0;48.77;1.0
-59;100;False;1;wan300;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.0005;BasicLSTM;['R', 'IOB'];2018-09-27 014126;98.59;48.62;1.0
-33;250;False;1;wrd50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-28 110002;92.27;48.6;1.0
-4;100;False;1;glo50;False;150;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-26 163929;66.11;48.55;1.0
-64;250;False;1;wan300;False;1000;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-09-05 003619;77.01;48.38;1.0
-27;250;False;1;wrd50;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150000;90.83;47.96;1.0
-24;250;False;1;glo50;False;300;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-25 153727;87.66;47.95;1.0
-15;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-21 173633;98.26;47.79;1.0
-1;250;False;1;glo50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150000;71.85;47.72;1.0
-35;250;False;1;wan100;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150000;88.09;47.59;1.0
-45;250;False;1;wan100;False;250;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-27 152610;75.95;47.57;1.0
-13;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-04 125004;64.0;47.56;1.0
-36;250;False;1;wan100;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-08-27 150000;99.76;47.5;1.0
-37;250;False;1;wan100;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150001;99.72;47.4;1.0
-14;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-20 125425;66.38;46.85;1.0
-17;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-22 165940;98.3;46.8;1.0
-57;250;False;1;wan300;False;1000;[8, 8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-03 165252;58.0;46.73;1.0
-10;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-19 233826;79.95;46.64;1.0
-12;250;False;1;glo50;True;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-20 235330;95.65;46.4;1.0
-0;250;False;1;glo50;False;1000;[8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-04 011925;62.42;46.07;1.0
-11;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-21 233047;59.76;45.79;1.0
-48;250;False;3;wan100;False;1000;[16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-08-27 150000;98.84;45.23;1.0
-34;250;False;1;wan100;False;1000;[32, 32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150000;99.76;44.22;1.0
-66;250;False;1;wan300;False;500;[16, 16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'FORM_CTX_P-2', 'FORM_CTX_P+2', 'FORM_CTX_P-3', 'FORM_CTX_P+3'];False;0.005;BasicLSTM;['IOB'];2018-09-05 121444;86.9;42.59;1.0
-65;250;False;1;wan300;False;1000;[16, 8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'FORM_CTX_P-2', 'FORM_CTX_P+2', 'FORM_CTX_P-3', 'FORM_CTX_P+3'];False;0.005;GRU;['IOB'];2018-09-05 160210;78.52;42.22;1.0
-49;250;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'FORM_CTX_P-2', 'FORM_CTX_P+2', 'FORM_CTX_P-3', 'FORM_CTX_P+3'];False;0.0005;BasicLSTM;['R', 'IOB'];2018-09-26 190036;62.48;40.96;1.0
-56;250;False;1;wan300;False;1000;[32, 32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['T'];2018-09-05 153810;43.44;39.35;1.0
-22;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-05 152556;0.0;33.48;1.0
-28;250;False;1;wrd50;False;500;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.0001;BasicLSTM;['R', 'IOB'];2018-09-26 234159;35.62;32.3;1.0
-32;250;False;1;wrd50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-27 235356;31.24;30.5;1.0
-18;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-05 145709;0.0;28.34;1.0
-42;100;False;1;wan100;False;1000;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;5e-05;BasicLSTM;['R', 'IOB'];2018-09-27 062241;32.99;26.26;1.0
-19;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-05 145941;0.0;26.02;1.0
-2;250;False;1;glo50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;1e-05;BasicLSTM;['R', 'IOB'];2018-09-27 151059;2.74;3.87;1.0
-47;250;False;1;wan100;False;250;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-27 150506;0.0;0.0;1.0
-58;250;False;1;wan300;False;1000;[8, 8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-03 164806;0.0;0.0;1.0
-8;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R'];2018-09-22 140650;0.0;0.0;1.0
-7;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R'];2018-09-22 135931;0.0;0.0;1.0
-6;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R'];2018-09-22 140806;0.0;0.0;1.0
-43;250;False;1;wan100;False;250;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-27 145913;0.0;0.0;1.0
-46;250;False;1;wan100;False;250;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-27 150540;0.0;0.0;1.0
+23;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'R'];False;0.005;BasicLSTM;['T'];2018-09-22 130752;98.68;64.98;1.0
+27;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-04 160737;0.0;58.59;1.0
+74;100;False;1;wan50;False;150;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-26 174440;84.0;56.04;1.0
+71;250;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-29 230549;74.64;54.31;1.0
+67;250;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-28 175327;74.83;54.27;1.0
+28;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-05 150321;0.0;53.83;1.0
+51;250;False;1;wan100;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-30 150251;83.81;53.37;1.0
+56;250;False;1;wan100;False;1000;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-28 040338;99.97;52.57;1.0
+54;250;False;1;wan100;False;250;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-28 190707;84.43;52.44;1.0
+73;250;False;1;wan50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-28 000834;99.62;51.85;1.0
+76;250;False;1;wan50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-28 000857;91.79;51.65;1.0
+48;250;False;1;wan100;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'FORM_CTX_P-2', 'FORM_CTX_P+2', 'FORM_CTX_P-3', 'FORM_CTX_P+3'];False;0.005;LSTM;['R', 'IOB'];2018-09-30 161640;80.18;51.61;1.0
+52;250;False;1;wan100;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-08-27 150000;82.25;51.29;1.0
+6;250;False;1;glo50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-29 225214;77.54;51.12;1.0
+70;250;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-28 155042;61.57;51.09;1.0
+40;250;False;1;wrd50;False;150;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-26 132312;71.1;50.78;1.0
+32;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-25 130945;92.33;50.77;1.0
+53;100;False;1;wan100;False;150;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-26 150942;74.82;50.69;1.0
+38;250;False;1;wrd50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-28 103039;99.73;50.5;1.0
+33;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-09-26 181434;79.92;50.47;1.0
+64;250;False;1;wan50;False;250;[8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-30 124759;61.23;50.42;1.0
+86;250;False;1;wan300;False;250;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-28 204808;99.57;50.4;1.0
+11;100;False;1;glo50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-26 042939;81.81;50.39;1.0
+85;250;False;1;wan300;False;250;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-29 203057;99.58;50.27;1.0
+66;250;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'FORM_CTX_P-2', 'FORM_CTX_P+2', 'FORM_CTX_P-3', 'FORM_CTX_P+3'];False;0.005;LSTM;['R', 'IOB'];2018-09-30 134920;75.58;50.05;1.0
+42;250;False;1;wrd50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-27 223248;81.9;50.05;1.0
+12;250;False;1;glo50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-28 160119;76.71;50.05;1.0
+9;250;False;1;glo50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-28 150421;88.38;49.72;1.0
+90;250;False;1;wan300;False;1000;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-09-05 001804;74.68;49.6;1.0
+59;250;False;1;wan100;False;1000;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-28 050118;98.68;49.57;1.0
+16;250;True;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'SHALLOW_CHUNKS'];False;0.005;BasicLSTM;['T'];2018-09-10 160326;65.7;49.52;1.0
+77;100;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'T'];2018-09-26 063434;66.11;49.29;1.0
+8;100;False;1;glo50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-26 015154;83.38;49.24;1.0
+55;250;False;1;wan100;False;250;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-29 184830;84.24;49.13;1.0
+69;100;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-26 032941;74.78;49.13;1.0
+78;250;False;1;wan50;False;300;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-25 180955;98.36;49.11;1.0
+7;250;False;1;glo50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-28 231339;68.26;49.11;1.0
+50;250;False;1;wan100;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150000;74.37;49.08;1.0
+83;250;False;1;wan300;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'IOB'];2018-09-28 091355;99.03;48.89;1.0
+87;250;False;1;wan300;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-28 093730;98.44;48.88;1.0
+84;100;False;1;wan300;False;150;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-26 135958;84.68;48.78;1.0
+30;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-05 144836;0.0;48.77;1.0
+82;100;False;1;wan300;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.0005;BasicLSTM;['R', 'IOB'];2018-09-27 014126;98.59;48.62;1.0
+44;250;False;1;wrd50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-28 110002;98.42;48.6;1.0
+10;100;False;1;glo50;False;150;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-26 163929;66.11;48.55;1.0
+91;250;False;1;wan300;False;1000;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-09-05 003619;77.01;48.38;1.0
+41;250;False;1;wrd50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-29 214401;81.28;48.21;1.0
+36;250;False;1;wrd50;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150000;90.83;47.96;1.0
+31;250;False;1;glo50;False;300;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-25 153727;87.66;47.95;1.0
+22;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-21 173633;98.26;47.79;1.0
+4;250;False;1;glo50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150000;71.85;47.72;1.0
+46;250;False;1;wan100;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150000;88.09;47.59;1.0
+60;250;False;1;wan100;False;250;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-27 152610;75.95;47.57;1.0
+20;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-04 125004;64.0;47.56;1.0
+47;250;False;1;wan100;False;1000;[32, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-08-27 150000;99.76;47.5;1.0
+49;250;False;1;wan100;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150001;99.72;47.4;1.0
+39;250;False;1;wrd50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['R', 'IOB'];2018-09-28 220001;70.13;47.18;1.0
+2;250;False;1;glo50;False;250;[8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-10-01 000041;61.5;46.86;1.0
+21;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-20 125425;66.38;46.85;1.0
+24;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-22 165940;98.3;46.8;1.0
+35;250;False;1;wrd50;False;250;[8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-30 212327;58.36;46.78;1.0
+80;250;False;1;wan300;False;1000;[8, 8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-03 165252;58.0;46.73;1.0
+17;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-19 233826;79.95;46.64;1.0
+89;250;False;1;wan300;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-30 174349;94.2;46.59;1.0
+19;250;False;1;glo50;True;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-20 235330;95.65;46.4;1.0
+1;250;False;1;glo50;False;1000;[8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-04 011925;62.42;46.07;1.0
+18;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-21 233047;59.76;45.79;1.0
+63;250;False;3;wan100;False;1000;[16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['IOB'];2018-08-27 150000;98.84;45.23;1.0
+88;250;False;1;wan300;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'FORM_CTX_P-2', 'FORM_CTX_P+2', 'FORM_CTX_P-3', 'FORM_CTX_P+3'];False;0.005;LSTM;['R', 'IOB'];2018-09-30 192126;90.79;45.15;1.0
+45;250;False;1;wan100;False;1000;[32, 32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-08-27 150000;99.76;44.22;1.0
+93;250;False;1;wan300;False;500;[16, 16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'FORM_CTX_P-2', 'FORM_CTX_P+2', 'FORM_CTX_P-3', 'FORM_CTX_P+3'];False;0.005;BasicLSTM;['IOB'];2018-09-05 121444;86.9;42.59;1.0
+92;250;False;1;wan300;False;1000;[16, 8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'FORM_CTX_P-2', 'FORM_CTX_P+2', 'FORM_CTX_P-3', 'FORM_CTX_P+3'];False;0.005;GRU;['IOB'];2018-09-05 160210;78.52;42.22;1.0
+34;250;False;1;wrd50;False;250;[8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'FORM_CTX_P-2', 'FORM_CTX_P+2', 'FORM_CTX_P-3', 'FORM_CTX_P+3'];False;0.005;LSTM;['R', 'IOB'];2018-09-30 222556;61.91;41.12;1.0
+3;250;False;1;glo50;False;250;[8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-30 233133;49.47;41.08;1.0
+65;250;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'FORM_CTX_P-2', 'FORM_CTX_P+2', 'FORM_CTX_P-3', 'FORM_CTX_P+3'];False;0.0005;BasicLSTM;['R', 'IOB'];2018-09-26 190036;62.48;40.96;1.0
+0;250;False;1;glo50;False;250;[8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1', 'FORM_CTX_P-2', 'FORM_CTX_P+2', 'FORM_CTX_P-3', 'FORM_CTX_P+3'];False;0.005;LSTM;['R', 'IOB'];2018-10-01 010419;57.25;39.96;1.0
+79;250;False;1;wan300;False;1000;[32, 32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;GRU;['T'];2018-09-05 153810;43.44;39.35;1.0
+29;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-05 152556;0.0;33.48;1.0
+37;250;False;1;wrd50;False;500;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.0001;BasicLSTM;['R', 'IOB'];2018-09-26 234159;35.62;32.3;1.0
+43;250;False;1;wrd50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-27 235356;31.24;30.5;1.0
+25;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-05 145709;0.0;28.34;1.0
+57;100;False;1;wan100;False;1000;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;5e-05;BasicLSTM;['R', 'IOB'];2018-09-27 062241;32.99;26.26;1.0
+26;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];25;0.005;BasicLSTM;['T'];2018-09-05 145941;0.0;26.02;1.0
+5;250;False;1;glo50;False;1000;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;1e-05;BasicLSTM;['R', 'IOB'];2018-09-27 151059;2.74;3.87;1.0
+81;250;False;1;wan300;False;1000;[8, 8, 8];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['T'];2018-09-03 164806;0.0;0.0;1.0
+72;250;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-28 154849;0.0;0.0;1.0
+58;250;False;1;wan100;False;250;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-27 145913;0.0;0.0;1.0
+61;250;False;1;wan100;False;250;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-27 150540;0.0;0.0;1.0
+15;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R'];2018-09-22 140650;0.0;0.0;1.0
+14;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R'];2018-09-22 135931;0.0;0.0;1.0
+13;250;False;1;glo50;False;1000;[32];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R'];2018-09-22 140806;0.0;0.0;1.0
+75;250;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-28 154339;0.0;0.0;1.0
+62;250;False;1;wan100;False;250;[16, 16, 16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;BasicLSTM;['R', 'T'];2018-09-27 150506;0.0;0.0;1.0
+68;250;False;1;wan50;False;250;[16, 16];['ID', 'FORM', 'MARKER', 'GPOS', 'FORM_CTX_P-1', 'FORM_CTX_P+0', 'FORM_CTX_P+1'];False;0.005;LSTM;['R', 'IOB'];2018-09-28 154942;0.0;0.0;1.0