Zobrazeno 1 - 10
of 18 078
pro vyhledávání: '"Automated machine learning"'
Autor:
Adnan Masood
Get to grips with automated machine learning and adopt a hands-on approach to AutoML implementation and associated methodologiesKey FeaturesGet up to speed with AutoML using OSS, Azure, AWS, GCP, or any platform of your choiceEliminate mundane tasks
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of
Autor:
Chi, Yizhou, Lin, Yizhang, Hong, Sirui, Pan, Duyi, Fei, Yaying, Mei, Guanghao, Liu, Bangbang, Pang, Tianqi, Kwok, Jacky, Zhang, Ceyao, Liu, Bang, Wu, Chenglin
Automated Machine Learning (AutoML) approaches encompass traditional methods that optimize fixed pipelines for model selection and ensembling, as well as newer LLM-based frameworks that autonomously build pipelines. While LLM-based agents have shown
Externí odkaz:
http://arxiv.org/abs/2410.17238
Cross-project defect prediction (CPDP) leverages machine learning (ML) techniques to proactively identify software defects, especially where project-specific data is scarce. However, developing a robust ML pipeline with optimal hyperparameters that e
Externí odkaz:
http://arxiv.org/abs/2411.06491