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PROMISE dataset in csv format for software defect prediction

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PROMISE Dataset CSV Generator

This repository contains a Python script (csv_generator.py) that generates CSV files using the data from the PROMISE backup repository. The generated CSV files serve as a dataset derived from the PROMISE dataset, specifically formatted for ease of use and analysis.

Dataset Information

Files

  • csv_generator.py: Python script used to generate CSV files from the PROMISE backup data.
  • promise.zip: Compressed file containing all generated CSV files.
  • ant-1.3_ground-truth-files_dataset.csv: Sample CSV file created using csv_generator.py.

Generated CSV Format

The generated CSV files contain the following three columns:

  1. File: Represents the file names from the PROMISE dataset.
  2. Bug: Indicates the bug-related information associated with each file.
  3. SRC: Contains specific source-related details corresponding to the files.

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PROMISE dataset in csv format for software defect prediction

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