Fold 1 - Understanding why coefficient 1164543 was selected
Tag: GENTLE CLOTHING/100% COTTON CLOTHING
Selected Coefficient: 1164543
Taxonomy Path: 1.1.18.3
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Crew Socks
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 1164543 | 1.014283 | 1.1.18.3 | 3.18.1.1 (3*71^3 + 18*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | Yes |
| 80202382 | 1.014283 | 1.1.6.11.3 | 3.11.6.1.1 (3*71^4 + 11*71^3 + 6*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Briefs | No |
| 65676 | 1.028169 | 1.2.13 | 13.2.1 (13*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Gloves & Mittens | No |
| 4 | 3.000000 | 4 | 4 (4) | Baby & Toddler | No |
These are the training products that have the "GENTLE CLOTHING/100% COTTON CLOTHING" tag (processing sequence 1270). 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 |
|---|---|---|---|---|---|---|---|
| 6643 | 100% Organic Cotton Women's Latex Free Panties - High Cut Panty - 2 Pack | 80202382 | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Briefs | none | 79037839 | GENTLE CLOTHING/UNDERWEAR & BRAS | |
| 6695 | 100% Organic Cotton Socks for Adults (Midweight) - 2 Pack | 1164543 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | none | |
| 6746 | 100% Organic Cotton Closed Eczema Mittens for Adults | 65676 | Apparel & Accessories > Clothing Accessories > Gloves & Mittens | none | -1098867 | GENTLE CLOTHING/MITTENS & GLOVES | |
| 6857 | 100% Organic Cotton Footed Pants for Kids | 4 | Baby & Toddler | none | -1164539 | none |