TrustX-Defect

Comprehensive project workspace for software defect prediction experiments with explainable AI (XAI), cross-project transfer analysis, statistical testing, and academic reporting artifacts.

Repository Snapshot

• Absolute path: /Users/uditjain/Downloads/Final_Year_Project
• Last README refresh: 2026-04-30 09:32
• Primary artifact types: .ipynb, .arff, .csv, .xlsx, .pdf, .pptx, .png, .docx

Top-Level Files

File	Size	Last Modified	Purpose
README.md	2.40 KB	2026-04-30 09:28	Master repository documentation and navigation guide.
XAI.docx	193.67 KB	2026-04-30 01:42	Project write-up / manuscript artifact in Word format.
.vscode/settings.json	36 B	2025-10-02 15:19	Editor workspace settings for VS Code.

Top-Level Directories

Directory	Files	Subdirectories	Directory README
dataset/	10	0	dataset/README.md
documentation/	9	0	documentation/README.md
monthly_reports/	8	0	monthly_reports/README.md
research_papers/	8	0	research_papers/README.md
results/	14	1	results/README.md
src/	1	6	src/README.md

src/ Notebook Breakdown

Directory	Notebook Count	Role
src/approaches/	4	Jupyter notebooks
src/within_current/	8	Jupyter notebooks
src/within_proposed/	8	Jupyter notebooks
src/cross_current/	13	Jupyter notebooks
src/cross_proposed/	8	Jupyter notebooks
src/testing/	2	Jupyter notebooks

Detailed Directory READMEs

• dataset/README.md
• documentation/README.md
• monthly_reports/README.md
• research_papers/README.md
• results/README.md
• results/zcross_plots_mean/README.md
• src/README.md
• src/approaches/README.md
• src/cross_current/README.md
• src/cross_proposed/README.md
• src/testing/README.md
• src/within_current/README.md
• src/within_proposed/README.md

Usage Notes

• Keep datasets under dataset/.
• Keep generated numeric outputs and figures under results/.
• Keep semester and defense material under documentation/ and monthly_reports/.
• Keep all experiment execution notebooks under src/.

Maintenance Rule

Whenever files are added, renamed, or removed in any documented folder, update that folder's README in the same commit to keep this repository self-describing.