{
  "fetched_at": "2026-10-19T11:07:27Z",
  "source_url": "https://www.kaggle.com/competitions/ai4vozer-k1a1-supervised-classification-model/data",
  "pages": [
    {
      "name": "data-description",
      "content": "The 16 personalities dataset is publicly available and contains 8675 rows of data.\n\nThe data collection process begins as users foremostly complete a quesionnaire or survey, allowing professionals to identify their personality type. Each entry in the dataset is given as a tuple of the corresponding user's personality type and a section from their latest 50 posts separated by 3 pipes (\"||\") characters. Four different dimensions were available inside each personality label. For instance, if the personality type label is ITSJ, we can conclude the first personality dimension of this person is Introvert (I), the second, third, and fourth dimensions are Thinking (T), Sensing (S), and Judging (J).\n\nIt is also interesting to note that this dataset provides a classification of human personalities in 16 ways via four dimensions, namely, (1) introversion/extroversion (I/E), (2) sensing/intuition (S/N), (3) thinking/feeling (T/F) and (4) judging/perceiving (P/J)\n## Files\n\n*   **raw_train.csv** - the training set of unprocessed text\n*   **clean_train.csv** - the training set of processed text\n*  **raw_test.csv** - the test set of unprocessed text you have to make predictions on\n*   **sample_solution.csv** - a sample submission file in the correct format\n\n## Columns\n\n*   `posts` - text of inputs\n*   `type` - definition of personality type (label)\n",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "Description",
      "content": "Identifying personality traits is a crucial aspect of mental healthcare, which may be effectively achieved through integrating deep learning techniques within the field of psychology. Particularly, \"personality\" distinguishes an individual from others by describing feelings, thinking, and behaviors. Determining the correct personality proposes a good understanding of the individual and supports the psychologist in diagnosing and treating patients. In this assignment, we will develop a machine learning approach to identify personality from the 16 personalities dataset. ",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "Evaluation",
      "content": "The evaluation metric is accuracy",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "rules",
      "content": "rules:\n\n - Don't cheat!\n - Apply yourself!\n - Have fun!",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    }
  ]
}