Unified Interface for Machine Learning Models
Cross-Validation for Model Objects
Convert formula-based model function to matrix interface
Convert matrix-based model function to formula interface
Unified Machine Learning Interface using R6
Print Method for Model Adapters
Simple function using Rcpp
tools:::Rd_package_title("unifiedml")
Provides a unified R6-based interface for various machine learning models with automatic interface detection, consistent cross-validation, model interpretations via numerical derivatives, and visualization. Supports both regression and classification tasks with any model function that follows R's standard modeling conventions (formula or matrix interface).
Useful links