Game Theory-Based Influence Measures
checking Function: Check Specified Rows Within Dataset
IM_dep Function: Calculate Influence Measure with Dependent Features
IM_nodep Function: Calculate Influence Measure for Features Without De...
Mell Function: Subset Data Based on Group Index Conditions
Predictions Function: Generate predictions using classifiers from RWek...
Understanding how features influence a specific response variable becomes crucial in classification problems, with applications ranging from medical diagnosis to customer behavior analysis. This packages provides tools to compute such an influence measure grounded on game theory concepts. In particular, the influence measures presented in Davila-Pena, Saavedra-Nieves, and Casas-Méndez (2024) <doi:10.48550/arXiv.2408.02481> can be obtained.