Fold 1 - Understanding why coefficient 74892 was selected
Tag: GENTLE CLOTHING/SOCKS
Selected Coefficient: 74892
Taxonomy Path: 0.0.12
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 74892 | 0.000160 | 0.0.12 | 12.0.0 (12*79^2) | Yes | |
| 1591455 | 0.000320 | 0.0.18.3 | 3.18.0.0 (3*79^3 + 18*79^2) | No |
These are the training products that have the "GENTLE CLOTHING/SOCKS" tag (processing sequence 1497). 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 |
|---|---|---|---|---|---|---|---|
| 6644 | Remedywear™ (TENCEL + Zinc) Socks for KIDS | 1591455 | GENTLE CLOTHING/DRY WRAPS, GENTLE CLOTHING/REMEDYWEAR™ TENCEL+ZINC, GENTLE CLOTHING/SHOP FOR BABIES & KIDS | 1516563 | none | ||
| 6695 | 100% Organic Cotton Socks for Adults (Midweight) - 2 Pack | 74892 | GENTLE CLOTHING/100% COTTON CLOTHING | 0 | none | ||
| 11491 | 100% Organic Cotton Crew Socks for Adults (Lightweight) -2 Pack | 74892 | GENTLE CLOTHING/100% COTTON CLOTHING | 0 | none |