Zubarev P-adic Polynomial Regression (Zeros init)

Initialization: Starts from all zeros
Optimization: Simulated annealing with temperature-controlled random walk
Perturbations: P-adic-aware (prefers powers of 79)
Optional: Mahler polynomial basis for non-linear transforms

0.4143 Avg p-adic loss

2,710 Avg non-zero coefficients

13,813 Avg iterations

4,580 Total test samples

Method Description

This model implements Zubarev's p-adic polynomial regression method from arXiv:2503.23488. Key features:

Fold	Mean p-adic loss	Non-zero coeffs	Iterations	Test samples
Fold 0	0.3987	2,746	13,813	884
Fold 1	0.4142	2,687	13,813	959
Fold 2	0.4295	2,666	13,813	918
Fold 3	0.4235	2,758	13,813	918
Fold 4	0.4057	2,694	13,813	901