Fold 0 - Understanding why coefficient 4025525 was selected
Tag: SPRINGVIBE
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
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? |
|---|---|---|---|---|---|
| 4025525 | 1.000162 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 574252 | 1.000164 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 2047128 | 1.000481 | 1.1.12.4 | 4.12.1.1 (4*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "SPRINGVIBE" tag (processing sequence 2747). 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 |
|---|---|---|---|---|---|---|---|
| 18115 | Angel Tee Bunny | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | SHORT SLEEVES, NEW CLOTHING | |
| 18116 | Angel Tee Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | SHORT SLEEVES, NEW CLOTHING | |
| 18120 | Prima Ankle 14 years picturesque | 2047128 | Apparel & Accessories > Clothing > Pants > Jeans | none | -1978397 | NEW CLOTHING, BESTSELLERS | |
| 18108 | Savannah Button Down Shirt Ivory | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3451273 | NEW CLOTHING, BLACKFRI2022 | |
| 18122 | Ziggy Stardust Bowie Golden Tee | 0 | WOMEN'S CLOTHING | -4025525 | NEW CLOTHING |