News

nestedcv 0.2.1

15/06/2022

• Parallelisation on windows added
• hsstan model has been added (Athina Spiliopoulou)
• outer_folds can be specified for consistent model comparisons
• Checks on x, y added
• NA handling
• summary and print methods
• Implemented LOOCV
• Collinearity filter
• Implement lm and glm as models in outercv()
• Runnable examples have been added throughout

nestedcv 0.0.9100

02/03/2022

• Major update to include nestedcv.train function which adds nested CV to the train function of caret
• Note passing of extra arguments to filter functions specified by filterFUN is no longer done through ... but with a list of arguments passed through a new argument filter_options.

nestedcv 0.0.9003

02/03/2022

• Initial build of nestedcv
• Added outercv.rf function for measuring performance of rf
• Added cv.rf for tuning mtry parameter
• Added plot_caret for plotting caret objects with error bars on the tuning metric