2 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ME2023★ 2 cited
A Comparison of Modeling Preprocessing Techniques
Tosan Johnson, Alice J. Liu, Syed Raza +1
This paper compares the performance of various data processing methods in terms of predictive performance for structured data. This paper also seeks to identify and recommend prepr…
stat.ML2022
Performance and Interpretability Comparisons of Supervised Machine Learning Algorithms: An Empirical Study
Alice J. Liu, Arpita Mukherjee, Linwei Hu +2
This paper compares the performances of three supervised machine learning algorithms in terms of predictive ability and model interpretation on structured or tabular data. The algo…