The most important free parameter in this module is the lag time, ∆t. SPIB identifies the optimal latent space that retains information necessary to predict the system's state label after ∆t. Shorter ∆t values capture faster motions better and typically produce more states, whereas longer ∆t values result in fewer states. In all our test systems and previous work,