NEWS.md

In DynForest: Random Forest with Multivariate Longitudinal Predictors

DynForest 1.2.0 (Test version)

Breaking changes

• DynForest(), compute_OOBerror(), compute_VIMP(), compute_gVIMP(), var_depth(), getTree(), getTreeNodes() are now depreciated and replaced by dynforest(), compute_ooberror(), compute_vimp(), compute_gvimp(), compute_vardepth(), get_tree(), get_treenodes(), respectively.

DynForest 1.1.3 (CRAN version)

• Improved DynForest() computation time function with survival outcome

DynForest 1.1.2

• Added conv_issue return object for each tree providing information regarding convergence of the longitudinal data
• Added S3 method print() for class DynForest, DynForestVIMP, DynForestgVIMP and DynForestVarDepth
• Added S3 method plot() to replace plot_nodeCIF() and plot_CIF()

DynForest 1.1.1

• Fixed bugs with Inputs object in compute_VIMP() and compute_gVIMP() functions (thanks to ChenXinaha GitHub user)
• Fixed an issue with single event in survival mode (thanks to Dr. Labruère Chazal)
• Fixed bug with time variable name in formula (thanks to Dr. Labruère Chazal)
• Added getTree() function to extract split information from a tree specified by user
• Added getTreeNodes() function to extract nodes identifiers for a given tree
• Added plot_nodeCIF() function to plot estimated CIF for given tree nodes

DynForest 1.1.0

• Added S3 method plot() to replace plot_mindepth(), plot_VIMP() and plot_gVIMP() functions
• Added a vignette to introduce DynForest methodology
• Added a vignette for each outcome (survival, categorical and continuous)
• Output names Curve and Scalar were replaced by Longitudinal and Numeric, respectively
• Improved permutation process in compute_VIMP() and compute_gVIMP() functions

DynForest documentation built on Oct. 23, 2024, 5:06 p.m.