Hyperparameter Optimization

A Comprehensive Guide to Machine Learning Model Visualization

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A Comprehensive Guide to Machine Learning Model Visualization

Originally from Data Analysis and Applications Machine learning models have powerful and complex mathematical structures. Understanding their intricate workings is an important aspect of model development. Model visualization is crucial for gaining insights, making informed decisions, and effectively communicating results. In this article, we will delve into the art of machine learning visualization, exploring various … Read more

Rolling Bearing Fault Diagnosis Method Based on NLF-LSTM

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Rolling Bearing Fault Diagnosis Method Based on NLF-LSTM

Peng Cheng 1，2，Jiang Jinyuan 1，Li Fengjuan 1 （1.Hunan University of Technology, School of Computer Science, Zhuzhou, Hunan 412007； 2.Central South University, School of Automation, Changsha, Hunan 410083） Abstract: This paper addresses the difficulty of hyperparameter configuration in fault diagnosis using deep learning methods. To effectively optimize the set of hyperparameters, we propose an optimization algorithm … Read more