Fold 0 - Understanding why coefficient -25044 was selected
Tag: CAMI NYC
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -25044 | 3.000160 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| -113349122 | 3.000481 | -1.1.71.71.2 | -2.71.71.1.1 (-(2*79^4 + 71*79^3 + 71*79^2 + 79 + 1)) | No | |
| 93695 | 5.000160 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 574252 | 5.000160 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 986078 | 6.000000 | 0.0.0.2 | 2.0.0.0 (2*79^3) | No |
These are the training products that have the "CAMI NYC" tag (processing sequence 3520). 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 |
|---|---|---|---|---|---|---|---|
| 867 | Damaris | 986078 | SILK SHIRT | 1011122 | none | ||
| 925 | Flor | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 599296 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | FLORAL PATTERS, TOPS |
| 1028 | Nori | 93695 | Apparel & Accessories > Clothing > Skirts | none | 118739 | FLORAL PATTERS | |
| 907 | Dua | -25044 | CUTE DRESSES, PARTY DRESS | 0 | none | ||
| 875 | Delfina | -25044 | CUTE DRESSES, PARTY DRESS | 0 | none | ||
| 899 | Doris | -25044 | CUTE DRESSES, MAXI DRESSES | 0 | none | ||
| 978 | Jocliea | -113349122 | TANK TOPS, DATE NIGHT | -113324078 | none |