@article{202406.0478, doi = {10.20944/preprints202406.0478.v1}, url = {https://doi.org/10.20944/preprints202406.0478.v1}, year = 2024, month = {June}, publisher = {Preprints}, author = {Ryan A. Peterson and Max McGrath and Joseph E. Cavanaugh}, title = {Can a Transparent Machine Learning Algorithm Predict Better than Its Black-Box Counterparts?: A Benchmarking Study using 110 Diverse Datasets}, journal = {Preprints} }