Data set for article: Effect of data preprocessing and machine learning hyperparameters on mass spectrometry imaging models

Full description

This data set is uploaded as supporting information for the publication entitled:

Effect of data preprocessing and machine learning hyperparameters on mass spectrometry imaging models

Files are as follows:

polymer_microarray_data.mat - MATLAB workspace file containing peak-picked ToF-SIMS data (hyperspectral array) for the polymer microarray sample.

nylon_data.mat - MATLAB workspace file containing m/z binned ToF-SIMS data (hyperspectral array) for the semi-synthetic nylon data set, generated from 7 nylon samples.

Additional details about the datasets can be found in the published article.

If you use this data set in your work, please cite our work as follows:

Cite as: Gardner et al.. J. Vac. Sci. Technol. A 41, 000000 (2023); doi: 10.1116/6.0002788