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AVSOFT_Test_Assignment

Objective:

Find the correlation between the number of bugs and the features repository_name, commit_hash, commit_date, commit_author and commit_message.
Implement a model, based on a given dataset, that is able to predict the number of bugs with maximum accuracy.

Data description:

The dataset contains 5 features and 1 target variable.

  • repository_name - repository name
  • commit_hash - commit hash
  • commit_date - commit date
  • commit_author - commit author
  • commit_message - message submitted with the commit
  • bugs - number of errors (target attribute)