Fold 0 - Understanding why coefficient 93695 was selected
Tag: FINALSALE
Selected Coefficient: 93695
Taxonomy Path: 1.1.15
Taxonomy Name: Apparel & Accessories > Clothing > Skirts
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 93695 | 3.000160 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 99936 | 3.000160 | 1.1.16 | 16.1.1 (16*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skorts | No |
| -123815359 | 4.000000 | -2.2.10.14.3 | -3.14.10.2.2 (-(3*79^4 + 14*79^3 + 10*79^2 + 2*79 + 2)) | No | |
| -4000481 | 4.000000 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | No | |
| 118354663 | 4.000000 | 23.4.4.3.3 | 3.3.4.4.23 (3*79^4 + 3*79^3 + 4*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Cross Country Bikes | No |
These are the training products that have the "FINALSALE" tag (processing sequence 1379). 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 |
|---|---|---|---|---|---|---|---|
| 11545 | 2023 Specialized Epic World Cup Pro 29" Carbon Mountain Bike - Medium, GLOSS DEEP LAKE METALLIC / CHROME | 118354663 | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Cross Country Bikes | none | 118260968 | none | |
| 6492 | Syd Pinstripe Tailored Skort | 99936 | Apparel & Accessories > Clothing > Skorts | none | 6241 | MULTI, SITE-NAV-BOTTOMS, UNDER-50 | |
| 11195 | Emi Slip Midi Skirt | 93695 | Apparel & Accessories > Clothing > Skirts | none | 0 | SITE-NAV-BOTTOMS, UNDER-50 | |
| 6491 | Pilar Vegan Leather Tie-Front Dress | -4000481 | 50-100 | -4094176 | none | ||
| 5930 | Lenese Front-Wrap Midi Dress | -123815359 | SMALL, 50-100 | -123909054 | none |