{
  "fetched_at": "2026-10-20T00:01:02Z",
  "source_url": "https://www.kaggle.com/competitions/colombia-bankruptcy-prediction/data",
  "pages": [
    {
      "name": "data-description",
      "content": "This database have real data about financial statements of different firms in colombia the variable **event** is a legal declaration of insolvency.\n\nThe train.csv must be used to train the models, you need use test to predict.\n\n\n\n## Files\n\n*   **train.csv** - the training set\n*   **test.csv** - the test set\n*   **sample_submission.csv** - a sample submission file in the correct format.\n",
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    {
      "name": "Description",
      "content": "# main goal\n\nThe main goal is predict correctly the variable *event*, the features as \"Activos corrientes totales\" correspond to the feature one year before of the event for the bankrupt company and by no-bankrupt is the mean of the period of activity.\n",
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    {
      "name": "Evaluation",
      "content": "The metric to evaluate the model is AUC!.\n\n## Submission File\nFor each index in the test set, you must predict a probability for the TARGET (event) variable. The file should contain a header and have the following format:\n\nindex,prediction\n    2,0\n    5,0\n    6,0\n    etc.",
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    {
      "name": "rules",
      "content": "Take care about leakage information",
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    {
      "name": "abstract",
      "content": "# Bankruptcy \n\nBankruptcy it is an economic problem,  is important read the following studies:\n\n* https://www.sciencedirect.com/science/article/pii/S2405844019366563\n* http://www.scielo.org.co/pdf/eg/v36n155/0123-5923-eg-36-155-229.pdf\n* https://en.wikipedia.org/wiki/Financial_ratio\n* https://isslab.csie.ncu.edu.tw/download/publications/5.The%20effect%20of%20feature%20selection%20on%20financial%20distress%20prediction.pdf\n\nIt is important remark the analytics flow.\n",
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