Fold 3 - Understanding why coefficient -2427749 was selected
Tag: GENTLE CLOTHING/SOCKS
Selected Coefficient: -2427749
Taxonomy Path: -0.0.73.4
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -2427749 | 0.000160 | -0.0.73.4 | -4.73.0.0 (-(4*79^3 + 73*79^2)) | Yes | |
| -486798 | 0.000160 | -0.0.78 | -78.0.0 (-(78*79^2)) | No |
These are the training products that have the "GENTLE CLOTHING/SOCKS" tag (processing sequence 1504). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 11491 | 100% Organic Cotton Crew Socks for Adults (Lightweight) -2 Pack | -486798 | GENTLE CLOTHING/100% COTTON CLOTHING | 1940951 | UNDERWEAR & SOCKS | ||
| 6645 | Remedywear™ (TENCEL + Zinc) - ADULTS Socks | -2427749 | GENTLE CLOTHING/DRY WRAPS | 0 | none |