Generalization error can exhibit non-monotonicity which can be understood through the bias and variance decomposition38,42,43, Eg = B + V, where \(B=\int {\mathrm{d}}{\bf{x}} p({\bf{x}}){\left({\left
The brute force approach to calculate the O-information for each possible remaining triplet is implemented in Julia, due to its speed advantages in comparison with Python. Appendix D. Top 20 Synergistic Triplets before Bias Correction; Which Ones Are Ratios? Table A1. Top 20 most synergistic ...