Machine Learning for Defect Analysis: FAQ

Q. Do the ML tools have any software prerequisites?
A. Yes. The Support Vector Machine classifier is written in Python and will require a Python (version > 3.0) interpreter. Additionally, the supplementary C program to construct feature vectors requires a C compiler like gcc.

Q. What are the output files generated by ML tools?
A. The primary output from the ML classifier is the file output.xyz, which can be opened in any atomistic visualization program to quantify the accuracy of the ML program.