A Sampling Strategy Benchmark for Machine-Learning-Based Seismic Liquefaction Prediction

Jilei Hu, Fenglin He, Lianming Huang +1

Sampling strategy including sampling methods and training set configurations (training set sample size, train-test split ratio, and class distribution) significantly affects machin…