In the process of developing machine learning models, evaluating the performance of a model is a crucial step. Through evaluation, we can understand the model’s generalization ability, that is, its performance on unseen data. Cross-validation and test sets are two commonly used evaluation methods, each with its specific use cases and advantages. This article will … Read more
Debris flow susceptibility evaluation is an important part of debris flow prevention and control work. Reliable evaluation results can provide important basis for formulating scientific disaster prevention and reduction plans in related areas. Thanks to the development of remote sensing technology, geographic information systems, global positioning systems, and computer technology, debris flow susceptibility evaluation technology … Read more
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Generally, BCO provides a good option for maximizing oil production in brownfields, allowing access to remaining oil targets after existing completions. Proper BCO maturity, including small reservoir unit analysis, can yield high returns and low-risk projects to acquire cheap oil at low cost. Unfortunately, the lack of appropriate resources, such as potential manpower and budget … Read more