S4 Class for Convergence Diagnostics

The ConvergenceDiagnostics class contains detailed convergence information from multiple random starts.

Slots

loglik_table

Data frame of log-likelihoods from all starts

best_loglik

Best (highest) log-likelihood achieved

n_replications

Number of times best solution was replicated

local_maxima

Data frame identifying local maxima

convergence_plot

ggplot object showing distribution

warnings

Character vector of convergence warnings

recommendations

Character vector of recommendations