Paper: The Early Bird Catches the Worm: Better Early Life Cycle Defect Predictors

Replication:

Alternate download (clone):

If you face issues with GitHub/LFS you may download the entire project source zip from here

Prerequisites

• Linux Terminal
• python 2.7.5 and python 3.6.7
• Git support with lfs

On your Linux terminal

1. $ git lfs install
2. $ git lfs clone https://github.com/snaraya7/early-defect-prediction-tse.git
3. $ cd early-defect-prediction-tse
4. $ pip3 install -r requirements.txt

Follow the steps 4 to 1 (fastest to slowest) to reproduce Table IV (results) of paper:

Dataset

Project csv's are available here and its associated release csv's are available here

Other details

1. Portions of code and data transferred from prior study and SAIL for TCA+ related code