{
  "id": 457799,
  "title": "Oxybenzone 'B cells' have the lowest RMSE (Constant_X- prediction) of 0.102 due to week model",
  "url": "/competitions/open-problems-single-cell-perturbations/discussion/457799",
  "author_name": "",
  "post_date": "2023-11-27T00:11:54.126000",
  "votes": 2,
  "comment_count": 0,
  "views": 0,
  "content": "<h6>Oxybenzone 'B cells'</h6>\n<p>have the lowest RMSE (Constant_X- prediction) of 0.102 due to week model.<br>\nBuilding the model is necessary.<br>\n<br></p>\n<h6>Oxybenzone 'Myeloid cell'</h6>\n<p>have bed prediction: the lowest RMSE (Constant_X - prediction) is 0.14.</p>\n<p><br><br>\n<strong>Selumetinib:</strong></p>\n<table>\n<thead>\n<tr>\n<th>cells</th>\n<th>Constant_X</th>\n<th>RMSE(Constant_X- actual)</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>B cells</td>\n<td>0.216</td>\n<td>0.434</td>\n</tr>\n<tr>\n<td>Myeloid cell</td>\n<td>0.696</td>\n<td>0.888</td>\n</tr>\n<tr>\n<td>NK cells</td>\n<td>0.391</td>\n<td>0.862</td>\n</tr>\n<tr>\n<td>T cells CD4+</td>\n<td>0.064</td>\n<td>0.676</td>\n</tr>\n<tr>\n<td>T cells CD8+</td>\n<td>-0.139</td>\n<td>0.521</td>\n</tr>\n<tr>\n<td>T regulatory cells</td>\n<td>0.287</td>\n<td>0.545</td>\n</tr>\n</tbody>\n</table>\n<p><br><br>\n<strong>Oxybenzone:</strong></p>\n<table>\n<thead>\n<tr>\n<th>cells</th>\n<th>Constant_X</th>\n<th>RMSE(Constant_X- actual)</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>B cells</td>\n<td>-0.003</td>\n<td><strong>0.102</strong></td>\n</tr>\n<tr>\n<td>Myeloid cell</td>\n<td><strong>0.012</strong></td>\n<td><strong>0.147</strong></td>\n</tr>\n<tr>\n<td>NK cells</td>\n<td>-0.029</td>\n<td>0.562</td>\n</tr>\n<tr>\n<td>T cells CD4+</td>\n<td>-0.033</td>\n<td>0.538</td>\n</tr>\n<tr>\n<td>T cells CD8+</td>\n<td>-0.751</td>\n<td>1.072</td>\n</tr>\n<tr>\n<td>T regulatory cells</td>\n<td>-0.034</td>\n<td>0.463</td>\n</tr>\n</tbody>\n</table>",
  "messages": [
    {
      "id": 2539291,
      "postDate": "2023-11-27T00:11:54.127Z",
      "content": "<h6>Oxybenzone 'B cells'</h6>\n<p>have the lowest RMSE (Constant_X- prediction) of 0.102 due to week model.<br>\nBuilding the model is necessary.<br>\n<br></p>\n<h6>Oxybenzone 'Myeloid cell'</h6>\n<p>have bed prediction: the lowest RMSE (Constant_X - prediction) is 0.14.</p>\n<p><br><br>\n<strong>Selumetinib:</strong></p>\n<table>\n<thead>\n<tr>\n<th>cells</th>\n<th>Constant_X</th>\n<th>RMSE(Constant_X- actual)</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>B cells</td>\n<td>0.216</td>\n<td>0.434</td>\n</tr>\n<tr>\n<td>Myeloid cell</td>\n<td>0.696</td>\n<td>0.888</td>\n</tr>\n<tr>\n<td>NK cells</td>\n<td>0.391</td>\n<td>0.862</td>\n</tr>\n<tr>\n<td>T cells CD4+</td>\n<td>0.064</td>\n<td>0.676</td>\n</tr>\n<tr>\n<td>T cells CD8+</td>\n<td>-0.139</td>\n<td>0.521</td>\n</tr>\n<tr>\n<td>T regulatory cells</td>\n<td>0.287</td>\n<td>0.545</td>\n</tr>\n</tbody>\n</table>\n<p><br><br>\n<strong>Oxybenzone:</strong></p>\n<table>\n<thead>\n<tr>\n<th>cells</th>\n<th>Constant_X</th>\n<th>RMSE(Constant_X- actual)</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>B cells</td>\n<td>-0.003</td>\n<td><strong>0.102</strong></td>\n</tr>\n<tr>\n<td>Myeloid cell</td>\n<td><strong>0.012</strong></td>\n<td><strong>0.147</strong></td>\n</tr>\n<tr>\n<td>NK cells</td>\n<td>-0.029</td>\n<td>0.562</td>\n</tr>\n<tr>\n<td>T cells CD4+</td>\n<td>-0.033</td>\n<td>0.538</td>\n</tr>\n<tr>\n<td>T cells CD8+</td>\n<td>-0.751</td>\n<td>1.072</td>\n</tr>\n<tr>\n<td>T regulatory cells</td>\n<td>-0.034</td>\n<td>0.463</td>\n</tr>\n</tbody>\n</table>",
      "rawMarkdown": "###### Oxybenzone 'B cells' \nhave the lowest RMSE (Constant_X- prediction) of 0.102 due to week model.\nBuilding the model is necessary.\n<br>\n###### Oxybenzone 'Myeloid cell'  \nhave bed prediction: the lowest RMSE (Constant_X - prediction) is 0.14.\n\n<br>\n**Selumetinib:**\n\n| cells | Constant_X| RMSE(Constant_X- actual) |\n| --- | --- | --- |\n|B cells | 0.216 | 0.434 |\n|Myeloid cell | 0.696 |0.888 |\n|NK cells | 0.391 | 0.862 |\n|T cells CD4+ | 0.064 | 0.676  |\n|T cells CD8+ | -0.139 | 0.521 |\n|T regulatory cells |0.287  | 0.545 |  \n\n<br>\n**Oxybenzone:**\n\n| cells | Constant_X| RMSE(Constant_X- actual) |\n| --- | --- | --- |\n|B cells | -0.003 | **0.102** |\n|Myeloid cell | **0.012** |**0.147** |\n|NK cells | -0.029  |  0.562 |\n|T cells CD4+ | -0.033   | 0.538  |\n|T cells CD8+ |  -0.751 | 1.072  |\n|T regulatory cells | -0.034  | 0.463 |  \n\n",
      "votes": 2
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "2539291": "###### Oxybenzone 'B cells' \nhave the lowest RMSE (Constant_X- prediction) of 0.102 due to week model.\nBuilding the model is necessary.\n<br>\n###### Oxybenzone 'Myeloid cell'  \nhave bed prediction: the lowest RMSE (Constant_X - prediction) is 0.14.\n\n<br>\n**Selumetinib:**\n\n| cells | Constant_X| RMSE(Constant_X- actual) |\n| --- | --- | --- |\n|B cells | 0.216 | 0.434 |\n|Myeloid cell | 0.696 |0.888 |\n|NK cells | 0.391 | 0.862 |\n|T cells CD4+ | 0.064 | 0.676  |\n|T cells CD8+ | -0.139 | 0.521 |\n|T regulatory cells |0.287  | 0.545 |  \n\n<br>\n**Oxybenzone:**\n\n| cells | Constant_X| RMSE(Constant_X- actual) |\n| --- | --- | --- |\n|B cells | -0.003 | **0.102** |\n|Myeloid cell | **0.012** |**0.147** |\n|NK cells | -0.029  |  0.562 |\n|T cells CD4+ | -0.033   | 0.538  |\n|T cells CD8+ |  -0.751 | 1.072  |\n|T regulatory cells | -0.034  | 0.463 |  \n\n"
  }
}