“Analysis of Lightgbm Model Accuracy and Validation Strategies for Predicting Oil and Gas Probability Maps” (2025) Innovative: International Multidisciplinary Journal of Applied Technology (2995-486X), 3(12), pp. 56–63. doi:10.51699/qxnfgq14.