Baru Validator 1.2.0 — QGIS Python Plugins Repository

Changelog

Side-by-Side Analytical Comparison: The plugin now generates an
interactive HTML Dossier containing:

Comparison table of global metrics (Overall Accuracy, Kappa, QADI,
MCC).

Target-specific metrics table (F1-Score, Recall, and Precision for
Baru).

Confusion Matrices displayed in a grid for comparative spatial
analysis.

Automatic integration with SHAP reports (displaying the most
influential variable/band per model).

Automated AI Recommendation: The Master Dashboard now mathematically
analyzes the F1-Score and generates a dynamic, well-founded conclusion
text, recommending the most suitable algorithm for mapping the area.

Interactive Charts (Chart.js): Rendering of a bar chart comparing
Global Accuracy and Baru F1-Score across all evaluated models.

Built-in Export: Dedicated buttons added to the top of the Master
Dashboard for one-click report export to .PDF and .DOCX (Word)
formats.

🛠 Enhancements New Robust Extractor (HTML Parser): The report reading
engine (report_generator.py) was completely rewritten using a "Brute
Force" scanning method (Direct Regex). It is now immune to formatting
breaks, ensuring absolute backward compatibility with HTML reports
generated in previous versions.

JSON Metadata Injection: The new individual reports now discretely
inject results via JSON, making communication with the Master
Dashboard faster and bulletproof.

Type Protection (_safe_float): Added an absolute value converter. If
older tables contain encoding anomalies (like commas instead of dots),
the plugin cleans the data and prevents extraction failures
(unintentional zeros).

Updated Interface Filters: Layer selection menus in the UI
(baru_validator.py) were migrated from native QgsMapLayerComboBox to
QgsMapLayerProxyModel, fixing a compatibility bug in QGIS version
3.44.7-Solothurn.

🐛 Bug Fixes Fixed a bug where QGIS would fatally crash if sections or
confusion matrices in individual reports had empty tags or CSS
anomalies.

Fixed missing file extensions when saving files (The plugin now
automatically forces the .html extension if the operating system
ignores it).

Approved

yes

Author

mikadishen

Uploaded

2026-05-26T01:06:29.380607+00:00

Minimum QGIS version

3.0.0

Maximum QGIS version

3.99.0

External dependencies (PIP install string)

None