BoxRF

Download BoxRF

Free from the ai.sys research group. For the non-coder subject matter expert.

BoxRF is a new AI method in the world of grade estimation and other spatial modeling. We are providing a free Windows tool to help you explore the basic version. This version accepts 3D coordinates as an input, and a regression variable (grade value etc) as the output. Once the BoxRF model is built, you can use it to make predictions.

Download it two different ways, as "exe" (executable version) or as a setup file (installable version) to be installed as a software.

• Executable Version: Before downloading the executable version, create a folder than you "exclude" from Windows defender. Save the exe into that folder. Otherwise, the exe will get blocked by Windows. 
  • Download BoxRF, executable version (run directly, need not be installed)
  • To create "exclusions", go to Windows Settings-->Virus and Threat Protection-->Manage Settings-->Exclusions--->Add or Remove Exclusions
• Installable Version: To install the setup file, you will need admin privileges.
  • Download BoxRF as installation set up file
  • Note: Even when you install BoxRF, Windows Defender may get aggressive and quarantine BoxRF. In that case, create an "exclusion" for C:\Program Files (x86)\BoxRF\ folder and then re-install.

To cite BoxRF:

Anafo, I.; Ganguli, R.; Sarantsatsral, N. BoxRF: A New Machine Learning Algorithm for Grade Estimation. Appl. Sci.2025, 15, 4416. https://doi.org/10.3390/app15084416