Fold 1 - Understanding why coefficient -119814878 was selected
Tag: SITE-NAV-WORK
Selected Coefficient: -119814878
Taxonomy Path: -2.2.1.6.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -119814878 | 3.000000 | -2.2.1.6.3 | -3.6.1.2.2 (-(3*79^4 + 6*79^3 + 6241 + 2*79 + 2)) | Yes | |
| -5997681 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 11483520 | 3.000000 | 1.1.23.23 | 23.23.1.1 (23*79^3 + 23*79^2 + 79 + 1) | No |
These are the training products that have the "SITE-NAV-WORK" tag (processing sequence 2655). 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 |
|---|---|---|---|---|---|---|---|
| 6492 | Syd Pinstripe Tailored Skort | 11483520 | BLUE, FINALSALE, IN-STOCK, SITE-NAV-BOTTOMS | 131298398 | UNDER-50 | ||
| 11226 | Tyra Asymmetric Ruched Tank Dress | 0 | 100-150 | 119814878 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | |
| 11218 | Lenox Side Ruched Dress | -5997681 | BLUE, 100-150 | 113817197 | none | ||
| 5930 | Lenese Front-Wrap Midi Dress | -119814878 | SMALL, 50-100, FINALSALE | 0 | none |