Fold 1 - Understanding why coefficient -4000481 was selected
Tag: FINALSALE
Selected Coefficient: -4000481
Taxonomy Path: -0.0.9.8
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -4000481 | 3.000160 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | Yes | |
| -5897745 | 3.000320 | -0.0.76.11 | -11.76.0.0 (-(11*79^3 + 76*79^2)) | No | |
| -123815359 | 5.000000 | -2.2.10.14.3 | -3.14.10.2.2 (-(3*79^4 + 14*79^3 + 10*79^2 + 2*79 + 2)) | No | |
| 93695 | 5.000000 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 118354663 | 5.000000 | 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 1375). 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 | 122355144 | none | |
| 11195 | Emi Slip Midi Skirt | 93695 | Apparel & Accessories > Clothing > Skirts | none | 4094176 | IN-STOCK, SITE-NAV-BOTTOMS, UNDER-50 | |
| 6491 | Pilar Vegan Leather Tie-Front Dress | -4000481 | 50-100 | 0 | none | ||
| 11176 | Charity Ribbed Split Hem Midi Dress | -4000481 | 50-100 | 0 | IN-STOCK | ||
| 6492 | Syd Pinstripe Tailored Skort | -5897745 | BLUE | -1897264 | IN-STOCK, SITE-NAV-BOTTOMS, SITE-NAV-WORK, UNDER-50 | ||
| 5930 | Lenese Front-Wrap Midi Dress | -123815359 | SMALL, 50-100 | -119814878 | SITE-NAV-WORK |