Fold 4 - Understanding why coefficient 131209 was selected
Tag: EOL
Selected Coefficient: 131209
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 131209 | 1.000397 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| 143 | 1.000595 | 1.2 | 2.1 (2*71 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 111045 | 1.000595 | 1.2.22 | 22.2.1 (22*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | No |
| 7290083 | 4.000000 | 16.11.26.20 | 20.26.11.16 (20*71^3 + 26*71^2 + 11*71 + 16) | No |
These are the training products that have the "EOL" tag (processing sequence 1095). 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 |
|---|---|---|---|---|---|---|---|
| 166 | Pom Collar - Moss | 7290083 | SCARF | 7158874 | none | ||
| 300 | Super warm scarf -Duckegg with brown trim | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 358 | Velvet & Tweed scarf- Black | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 274 | Snood - Orange jersey | 111045 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | -20164 | none | |
| 157 | Pom Collar - Black | 143 | Apparel & Accessories > Clothing Accessories | none | -131066 | none |