首页|Data on Machine Learning Detailed by Researchers at Maynooth University (Vivid: an R Package for Variable Importance and Variable Interactions Displays for Mach ine Learning Models)
Data on Machine Learning Detailed by Researchers at Maynooth University (Vivid: an R Package for Variable Importance and Variable Interactions Displays for Mach ine Learning Models)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Current study results on Machine Learn ing have been published. According to news reporting out of Kildare, Ireland, by NewsRx editors, research stated, “We present vivid, an R package for visualizin g variable importance and variable interactions in machine learning models.” Our news journalists obtained a quote from the research from Maynooth University , “The package provides heatmap and graph-based displays for viewing variable im portance and interaction jointly, and partial dependence plots in both a matrix layout and an alternative layout emphasizing important variable subsets. With th e intention of increasing machine learning models’ interpretability and making t he work applicable to a wider readership, we discuss the design choices behind o ur implementation by focusing on the package structure and providing an in-depth look at the package functions and key features.”
KildareIrelandEuropeCyborgsEmerg ing TechnologiesMachine LearningMaynooth University
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