Fold 3 - Understanding why coefficient 4025525 was selected
Tag: V-NECK
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 4025525 | 2.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "V-NECK" tag (processing sequence 1815). 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 |
|---|---|---|---|---|---|---|---|
| 18231 | Vulcan Hand Salute Outline V-Neck T-Shirt - Unisex/Mens in Purple | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18251 | Galaxy Spock Unisex V-Neck T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18283 | Peace.Love.LLAP Unisex T-Shirt - Crewneck and V-Neck | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | CREWNECK | |
| 18473 | Unisex Jersey Short Sleeve V-Neck Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | WOMEN'S CLOTHING, REGULAR FIT | |
| 262 | Baby Tee, MEDIUM Jersey | 0 | SHORT SLEEVE | -4025525 | none | ||
| 1040 | Phoebe | 0 | SOFT SWEATERS | -4025525 | SHORT SLEEVES |