{
  "id": 471333,
  "title": "Model intuition ",
  "url": "/competitions/open-problems-single-cell-perturbations/discussion/471333",
  "author_name": "John Manipadam",
  "post_date": "2024-01-28T00:31:48.209000",
  "votes": 0,
  "comment_count": 1,
  "views": 0,
  "content": "<p>The model we used in this exercise predicts gene expression based on four features namely the drug, row, donor and plate .  Shouldn't the gene and the cell type be included as features after doing one hot encoding in the linear regression model, doesn't that influence gene expression</p>",
  "messages": [
    {
      "id": 2623086,
      "postDate": "2024-01-28T00:31:48.210Z",
      "content": "<p>The model we used in this exercise predicts gene expression based on four features namely the drug, row, donor and plate .  Shouldn't the gene and the cell type be included as features after doing one hot encoding in the linear regression model, doesn't that influence gene expression</p>",
      "rawMarkdown": " The model we used in this exercise predicts gene expression based on four features namely the drug, row, donor and plate .  Shouldn't the gene and the cell type be included as features after doing one hot encoding in the linear regression model, doesn't that influence gene expression"
    },
    {
      "id": 2623096,
      "postDate": "2024-01-28T00:56:07.067Z",
      "rawMarkdown": "",
      "votes": -1,
      "isDeleted": true
    }
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  "comments": [
    {
      "id": 2623096,
      "author_name": "",
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      "post_date": "2024-01-28T00:56:07.067000",
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  "raw_markdown_by_id": {
    "2623086": " The model we used in this exercise predicts gene expression based on four features namely the drug, row, donor and plate .  Shouldn't the gene and the cell type be included as features after doing one hot encoding in the linear regression model, doesn't that influence gene expression",
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}