Fold 2 - Understanding why coefficient -25044 was selected
Tag: LIGHT WIEHT DRESSES
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -25044 | 4.000322 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 3919268 | 4.000329 | 78.77.74.7 | 7.74.77.78 (7*79^3 + 74*79^2 + 77*79 + 78) | No | |
| -4518564 | 4.000961 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | No | |
| -93695 | 4.000961 | -1.1.15 | -15.1.1 (-(15*79^2 + 79 + 1)) | No | |
| -4543608 | 9.000000 | -2.2.17.9 | -9.17.2.2 (-(9*79^3 + 17*79^2 + 2*79 + 2)) | No | |
| 0 | 10.000000 | 0 | 0 (0) | No | |
| 25044 | 10.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "LIGHT WIEHT DRESSES" tag (processing sequence 1906). 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 |
|---|---|---|---|---|---|---|---|
| 1085 | Zadie -Spring Ink | 3919268 | BEST DRESS, COLORFUL DRESSES, FLORAL PATTERNS, FLORAL PATTERS | 3944312 | none | ||
| 855 | Cinnamon | 25044 | Apparel & Accessories > Clothing > Dresses | none | 50088 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | none |
| 929 | Freya | 0 | HUMANS OF RIXO | 25044 | Apparel & Accessories > Clothing > Dresses | none | |
| 932 | Gem -Pink Check | -25044 | COLORFUL DRESSES, HUMANS OF RIXO | 0 | none | ||
| 881 | Devi- Pink | -25044 | COLORFUL DRESSES, HUMANS OF RIXO | 0 | none | ||
| 1034 | One I Love Dress | -25044 | COLORFUL DRESSES, FREE PEOPLE DRESSES | 0 | none | ||
| 961 | Hazy Maisy Maxi | -25044 | COLORFUL DRESSES, FREE PEOPLE DRESSES | 0 | none | ||
| 871 | Daskur Pleated Slip Dress | -93695 | COLORFUL DRESSES, ESSENTIEL ANTWERP | -68651 | none | ||
| 899 | Doris | -4518564 | CAMI NYC, COLORFUL DRESSES | -4493520 | SILK | ||
| 924 | Fleur | -4543608 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | -4518564 | none | ||
| 875 | Delfina | -4543608 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | -4518564 | SLIP DRESS |