Fold 0 - Understanding why coefficient -2927029 was selected
Tag: GENTLE CLOTHING/SOCKS
Selected Coefficient: -2927029
Taxonomy Path: -0.0.74.5
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -2927029 | 0.000162 | -0.0.74.5 | -5.74.0.0 (-(5*79^3 + 74*79^2)) | Yes | |
| -1940951 | 0.000162 | -0.0.74.3 | -3.74.0.0 (-(3*79^3 + 74*79^2)) | No | |
| -486798 | 0.000320 | -0.0.78 | -78.0.0 (-(78*79^2)) | No |
These are the training products that have the "GENTLE CLOTHING/SOCKS" tag (processing sequence 1502). 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 |
|---|---|---|---|---|---|---|---|
| 6695 | 100% Organic Cotton Socks for Adults (Midweight) - 2 Pack | -486798 | GENTLE CLOTHING/100% COTTON CLOTHING | 2440231 | none | ||
| 6645 | Remedywear™ (TENCEL + Zinc) - ADULTS Socks | -1940951 | GENTLE CLOTHING/DRY WRAPS | 986078 | none | ||
| 6644 | Remedywear™ (TENCEL + Zinc) Socks for KIDS | -2927029 | GENTLE CLOTHING/DRY WRAPS, GENTLE CLOTHING/SHOP FOR BABIES & KIDS | 0 | none |