Fig 3. Feature conditioning.

The raw feature dataset extracted from HRV analysis $R_M^N$ is standardized, leading to $F_M^N$. Then, a class balancing method is repeated 50 times, so the final value for the balanced dataset $F_M^{N_b}$ is obtained as the mean from all realizations.